Flatten data/readings/ → data/

Remove the intermediate readings/ subdirectory level — dataset naming
(synthetic_YYYYMMDD, manual_YYYYMMDD) already encodes what the data is.
Update all path references across scripts and docs accordingly.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

analysis/data/manual_20260320/.sync_source

@@ -0,0 +1,2 @@
+REMOTE_URL=https://git.medlab.host/ntnsndr/protocol-bicorder-data
+REMOTE_SUBDIR=readings

analysis/data/manual_20260320/analysis/classifications.csv

@@ -0,0 +1,33 @@
+Descriptor,analyst,standpoint,shortform,cluster,cluster_name,confidence,lda_score,distance_to_boundary,completeness,dimensions_provided,key_dims_provided,recommended_form
+Coffee shop as office,ntnsndr,A person using a coffee shop as an office,True,1,Relational/Cultural,0.295,-1.315,1.315,0.348,8,8,long
+Street crossing in Buenos Aires,Venkat,Tourist,False,1,Relational/Cultural,0.888,-2.724,2.724,0.957,22,9,short
+qPCR,Fotis Tsiroukis,Ethnography of Scientific Practice,False,2,Institutional/Bureaucratic,0.12,0.367,0.367,0.957,22,9,long
+High wind preemptive blackouts,ntnsndr,Power consumer who lost power at office and home during high winds,False,2,Institutional/Bureaucratic,0.978,5.905,5.905,0.957,22,9,short
+Bedtime routine with kids,ntnsndr,Parental participant,False,2,Institutional/Bureaucratic,0.906,2.84,2.84,0.913,21,8,short
+Quarantine of a sick family member,ntnsndr,Family member,False,1,Relational/Cultural,0.957,-5.803,5.803,0.913,21,8,short
+Email scheduling technique,ntnsndr,Practioner of the protocol,False,1,Relational/Cultural,0.739,-2.757,2.757,0.609,14,7,short
+Podcasting (as a social practice),ntnsndr,"Listener, occasional producer",True,1,Relational/Cultural,0.696,-8.166,8.166,0.391,9,9,long
+,Bob,,True,2,Institutional/Bureaucratic,0.696,3.167,3.167,0.391,9,9,long
+Handshake  ,Owocki ,User of it ,True,2,Institutional/Bureaucratic,0.496,2.14,2.14,0.391,9,9,long
+Andrew Huberman Sleep,T,Learner,True,1,Relational/Cultural,0.558,-2.484,2.484,0.348,8,8,long
+EthBoulder,ash,contributor,True,1,Relational/Cultural,0.696,-9.204,9.204,0.391,9,9,long
+Network Assembly Protocol,Benjamin Life,"Co-Author, Network Steward",True,2,Institutional/Bureaucratic,0.662,2.856,2.856,0.391,9,9,long
+WeChat payment for food,Jon Bo,User paying for the food,True,1,Relational/Cultural,0.696,-3.542,3.542,0.391,9,9,long
+Dating Apps,Theo,Observer (former subject - now free),True,1,Relational/Cultural,0.696,-5.792,5.792,0.391,9,9,long
+On Protocols: Creating Habitat,Todd Youngblood,RegenHub Boulder - 1515 Walnut,True,1,Relational/Cultural,0.696,-3.221,3.221,0.391,9,9,long
+We* Are Agentic,Neil M Yarnal,Local* is Relative ,True,1,Relational/Cultural,0.696,-4.994,4.994,0.391,9,9,long
+The gift,Tayken,Selflessness,True,2,Institutional/Bureaucratic,0.696,5.427,5.427,0.391,9,9,long
+Claude Agent SDK ,@unforced,Active user,True,1,Relational/Cultural,0.662,-2.854,2.854,0.391,9,9,long
+Jon & Savannah Relationship Agreements,Savannah Kruger & Jonathan Borichevskiy,Co-creators,True,1,Relational/Cultural,0.674,-5.098,5.098,0.348,8,8,long
+Native protocol,proofoftom,Co-creator,True,1,Relational/Cultural,0.696,-5.997,5.997,0.391,9,9,long
+Free-range kids,ntnsndr,parent,True,1,Relational/Cultural,0.674,-8.694,8.694,0.348,8,8,long
+Passing on a sidewalk,ntnsndr,Pedestrian,True,1,Relational/Cultural,0.696,-6.494,6.494,0.391,9,9,long
+Academic job talks,ntnsndr,an academic,True,2,Institutional/Bureaucratic,0.696,3.345,3.345,0.391,9,9,long
+Magic Mountain Talks,ntnsndr,one of the organizers,False,1,Relational/Cultural,0.467,-1.432,1.432,0.957,22,9,long
+Book draft workshop,ntnsndr,The designer and victim of the protocol,False,1,Relational/Cultural,0.465,-1.427,1.427,0.957,22,9,long
+Playdate orgabizing,ntnsndr,A frequent participant,True,1,Relational/Cultural,0.696,-7.041,7.041,0.391,9,9,long
+Letters of recommendation,ntnsndr,A frequent recommender,True,2,Institutional/Bureaucratic,0.696,3.492,3.492,0.391,9,9,long
+Deciding how to get the check at a restaurant,ntnsndr,Person who often feels awkward and wants to be generous,True,1,Relational/Cultural,0.674,-8.57,8.57,0.348,8,8,long
+Office hours,ntnsndr,Professor,False,1,Relational/Cultural,0.913,-5.002,5.002,0.826,19,9,short
+Screen time,ntnsndr,parent,False,1,Relational/Cultural,0.619,-2.248,2.248,0.652,15,7,short
+Playing catch with a baseball,ntnsndr,Baseball coach,True,1,Relational/Cultural,0.674,-4.583,4.583,0.348,8,8,long

analysis/data/manual_20260320/analysis/data/category_discriminant_results.csv

@@ -0,0 +1,4 @@
+Category,Accuracy,N_Dimensions
+Design,0.8518518518518519,3
+Entanglement,1.0,4
+Experience,0.7037037037037037,1

analysis/data/manual_20260320/analysis/data/correlation_matrix.csv

@@ -0,0 +1,9 @@
+Design_precise_vs_interpretive,Design_institutional_vs_vernacular,Design_static_vs_malleable,Entanglement_sovereign_vs_subsidiary,Entanglement_self-enforcing_vs_enforced,Entanglement_obligatory_vs_voluntary,Entanglement_flocking_vs_swarming,Experience_predictable_vs_emergent
+1.0,-0.00948330038665666,0.15918490238688207,-0.6415638337903136,-0.07621029838482958,0.1204174037362573,0.41442280980679086,0.3063603356998134
+-0.00948330038665666,1.0,-0.01865063998837495,-0.08731465382649602,-0.7085151801637848,0.3182010621936024,0.37943269092151793,-0.028510932256394873
+0.15918490238688207,-0.01865063998837495,1.0,-0.08704907510939718,-0.05220623630529541,0.38505357601444185,0.3493656041325956,0.5767763224995508
+-0.6415638337903136,-0.08731465382649602,-0.08704907510939718,1.0,0.26060569513088677,-0.32302247713396914,-0.24303539751564743,-0.06248855905045787
+-0.07621029838482958,-0.7085151801637848,-0.05220623630529541,0.26060569513088677,1.0,-0.5477529075664381,-0.3960558569111922,-0.0826446280991735
+0.1204174037362573,0.3182010621936024,0.38505357601444185,-0.32302247713396914,-0.5477529075664381,1.0,0.1777518623883244,0.23908108342634116
+0.41442280980679086,0.37943269092151793,0.3493656041325956,-0.24303539751564743,-0.3960558569111922,0.1777518623883244,1.0,0.16286409069245295
+0.3063603356998134,-0.028510932256394873,0.5767763224995508,-0.06248855905045787,-0.0826446280991735,0.23908108342634116,0.16286409069245295,1.0

analysis/data/manual_20260320/analysis/data/dbscan_clusters.csv

@@ -0,0 +1,28 @@
+Descriptor,cluster
+Street crossing in Buenos Aires,0
+qPCR,0
+High wind preemptive blackouts,0
+Bedtime routine with kids,-1
+Podcasting (as a social practice),0
+,-1
+Handshake  ,0
+Andrew Huberman Sleep,0
+EthBoulder,0
+Network Assembly Protocol,0
+WeChat payment for food,0
+Dating Apps,0
+On Protocols: Creating Habitat,0
+We* Are Agentic,0
+The gift,0
+Claude Agent SDK ,0
+Native protocol,0
+Free-range kids,0
+Passing on a sidewalk,0
+Academic job talks,0
+Magic Mountain Talks,0
+Book draft workshop,0
+Playdate orgabizing,0
+Letters of recommendation,0
+Deciding how to get the check at a restaurant,0
+Office hours,0
+Playing catch with a baseball,0

analysis/data/manual_20260320/analysis/data/dbscan_outliers.csv

@@ -0,0 +1,3 @@
+Descriptor
+Bedtime routine with kids
+""

analysis/data/manual_20260320/analysis/data/feature_importances.csv

@@ -0,0 +1,9 @@
+Dimension,Importance
+Entanglement_obligatory_vs_voluntary,0.254894612034441
+Entanglement_self-enforcing_vs_enforced,0.21575828870333197
+Design_institutional_vs_vernacular,0.17644208603428538
+Design_static_vs_malleable,0.11295389802456017
+Experience_predictable_vs_emergent,0.11053677548216935
+Entanglement_sovereign_vs_subsidiary,0.049324490590274904
+Design_precise_vs_interpretive,0.04580418818031551
+Entanglement_flocking_vs_swarming,0.03428566095062174

analysis/data/manual_20260320/analysis/data/hierarchical_clusters.csv

@@ -0,0 +1,28 @@
+Descriptor,cluster
+Street crossing in Buenos Aires,2
+qPCR,3
+High wind preemptive blackouts,5
+Bedtime routine with kids,3
+Podcasting (as a social practice),1
+,5
+Handshake  ,4
+Andrew Huberman Sleep,2
+EthBoulder,1
+Network Assembly Protocol,5
+WeChat payment for food,3
+Dating Apps,1
+On Protocols: Creating Habitat,4
+We* Are Agentic,2
+The gift,3
+Claude Agent SDK ,2
+Native protocol,2
+Free-range kids,1
+Passing on a sidewalk,2
+Academic job talks,3
+Magic Mountain Talks,2
+Book draft workshop,2
+Playdate orgabizing,1
+Letters of recommendation,3
+Deciding how to get the check at a restaurant,1
+Office hours,2
+Playing catch with a baseball,1

analysis/data/manual_20260320/analysis/data/kmeans_clusters.csv

@@ -0,0 +1,28 @@
+Descriptor,cluster
+Street crossing in Buenos Aires,2
+qPCR,1
+High wind preemptive blackouts,1
+Bedtime routine with kids,1
+Podcasting (as a social practice),2
+,1
+Handshake  ,2
+Andrew Huberman Sleep,2
+EthBoulder,2
+Network Assembly Protocol,1
+WeChat payment for food,2
+Dating Apps,2
+On Protocols: Creating Habitat,2
+We* Are Agentic,2
+The gift,1
+Claude Agent SDK ,2
+Native protocol,2
+Free-range kids,2
+Passing on a sidewalk,2
+Academic job talks,1
+Magic Mountain Talks,2
+Book draft workshop,2
+Playdate orgabizing,2
+Letters of recommendation,1
+Deciding how to get the check at a restaurant,2
+Office hours,2
+Playing catch with a baseball,2

analysis/data/manual_20260320/analysis/data/lda_coefficients.csv

@@ -0,0 +1,10 @@
+Dimension,LDA_Coefficient,Abs_Coefficient
+Entanglement_obligatory_vs_voluntary,6.104818640682529,6.104818640682529
+Entanglement_self-enforcing_vs_enforced,-4.427674472786891,4.427674472786891
+Design_precise_vs_interpretive,3.187559601619789,3.187559601619789
+Design_static_vs_malleable,2.6197343878913397,2.6197343878913397
+Entanglement_sovereign_vs_subsidiary,2.599389732008001,2.599389732008001
+Design_institutional_vs_vernacular,2.5800096946951543,2.5800096946951543
+Entanglement_flocking_vs_swarming,-1.558464477776738,1.558464477776738
+Experience_exclusion_vs_inclusion,1.3761139088891503,1.3761139088891503
+Experience_predictable_vs_emergent,1.3660485464046546,1.3660485464046546

analysis/data/manual_20260320/analysis/data/lda_projection.csv

@@ -0,0 +1,28 @@
+Descriptor,LD1,Cluster
+Street crossing in Buenos Aires,1.5830705307915645,2
+qPCR,-2.3916230807080425,1
+High wind preemptive blackouts,-3.5738925536462087,1
+Bedtime routine with kids,-4.34943827150967,1
+Podcasting (as a social practice),2.9132752292704165,2
+,-3.2287167027835224,1
+Handshake  ,-0.91778141232402,2
+Andrew Huberman Sleep,1.3720069516699256,2
+EthBoulder,2.6903519041174038,2
+Network Assembly Protocol,-2.993306507536437,1
+WeChat payment for food,0.7712707033639972,2
+Dating Apps,1.0398359762191327,2
+On Protocols: Creating Habitat,1.594977502513451,2
+We* Are Agentic,0.6246643894515854,2
+The gift,-5.613540584473627,1
+Claude Agent SDK ,0.3531701790467024,2
+Native protocol,0.5149180331358285,2
+Free-range kids,2.188941698688496,2
+Passing on a sidewalk,1.5309045692998287,2
+Academic job talks,-3.3055344107514686,1
+Magic Mountain Talks,1.8551005167508416,2
+Book draft workshop,1.4306890627091928,2
+Playdate orgabizing,1.3562197541340273,2
+Letters of recommendation,-2.4959665218573637,1
+Deciding how to get the check at a restaurant,2.751917936884865,2
+Office hours,2.888475689332209,2
+Playing catch with a baseball,1.4100094182108855,2

analysis/data/manual_20260320/analysis/data/pca_coordinates.csv

@@ -0,0 +1,28 @@
+Descriptor,PC1,PC2,PC3,PC4,PC5
+,0.5081882119685507,0.2971024109462167,0.8223363322321439,-0.688713723038497,0.4994642104794254
+Street crossing in Buenos Aires,0.43857464707897387,0.22493673479381965,-1.5500623038443546,1.099533682614595,0.11176842272837058
+qPCR,3.3280031452205217,-1.4159013269658096,1.381044806858761,-0.24916862014792993,-0.3006771261087882
+High wind preemptive blackouts,3.345437196422008,1.755668732294854,-0.5434736138424321,0.9977744881234445,-0.045504593892214514
+Bedtime routine with kids,-2.113284175757168,-0.7438468828750903,0.34358979478985835,0.042894604618584714,-0.09661100773593338
+,1.6684928219466548,-2.925031499397659,1.2149590161195751,1.8583004922101665,0.3935728011625392
+,0.1697065248801878,-2.8845964745345136,-0.2520142437386387,-1.7266691163674939,-0.192579536041701
+Podcasting (as a social practice),0.6301278740259728,2.9004508039417787,1.506943207703196,-0.2134832905690586,-1.270415875142983
+,-2.5333436609034448,-0.23014641343346393,0.45755028487069754,0.2234512945951419,-0.7182650103638435
+Handshake  ,1.926011439155331,0.22971403327999626,0.2425628294178404,-0.6366117258455155,-0.061588052431387784
+Andrew Huberman Sleep,-0.4725559291922061,0.6390105414368428,-1.8477610800926425,-0.7027864432997081,2.2583877202213753
+EthBoulder,-1.2258347815235313,0.3931371891416192,-0.6594652416236664,-0.25601100793840736,-2.152771816138116
+Network Assembly Protocol,-0.9570334821263692,-1.8037612155594873,0.0205345301902144,-1.0960605167080315,-0.03220385184943947
+WeChat payment for food,-0.30860506961859563,-0.7339938397967881,0.5112268223273864,0.6682622684172538,-0.30852994702675596
+Dating Apps,2.4960143033316866,-0.4181699063298779,-1.7943769563809333,1.2794292927161384,-0.4360952696965781
+On Protocols: Creating Habitat,-0.17100018880639825,0.2108840661045254,-0.05905001066537486,0.6037063838513959,0.22752458272747156
+We* Are Agentic,-0.6952035771256612,0.7104795593939374,1.089718954107896,1.827654718031263,0.20906331961802258
+The gift,-2.7852520797956495,-0.2016712358040527,-0.6206806586931916,0.6739566805269906,0.5292790397490437
+Claude Agent SDK ,-1.3400528339919038,0.6686848601799962,-0.2366275460406549,0.226626699488372,0.20280777532151678
+,1.4405988154132305,0.8125779015692758,-2.38769607341456,-0.4233338356196969,0.022200557406811417
+Native protocol,0.5352316868943041,2.4169278956977718,1.4554647379653443,-1.097370472494492,0.9648185077920054
+Free-range kids,0.2093851629499854,0.44236842770036006,2.397593271877779,-0.7258571894425137,0.5715925887777835
+Passing on a sidewalk,-2.1023836322925074,0.23997996810624364,-0.24055783848244944,1.0958089885549034,0.29135042892252266
+Academic job talks,1.3993794480239108,-0.7918540213694594,-1.3691153478937386,-1.4051428616239625,-0.43880196443803776
+Magic Mountain Talks,-2.627077572218502,-0.08993478412279489,-0.13951944432060934,-0.08758794337165507,-0.19645892460607187
+Book draft workshop,0.1074763980067324,-0.6629858667928419,1.0939398463132046,-0.29820839163981777,0.467533497314894
+Playdate orgabizing,-0.8710006919661164,0.9599703423945997,-0.837064075740649,-0.9903944556414733,-0.498860476749931

analysis/data/manual_20260320/analysis/data/pca_loadings.csv

@@ -0,0 +1,9 @@
+PC1,PC2,PC3,PC4,PC5
+-0.32745390852736345,-0.36210430818094036,-0.507363998518585,0.1026080175523677,0.22369112711402334
+-0.32768358226767524,0.5304577380028832,0.07576710258453992,0.21015189170819767,0.27156564198937766
+-0.3024493236577137,-0.3975612263316416,0.46806502435965947,0.05928498413886788,-0.40792870387667535
+0.3420542716156984,0.14296993434422195,0.5567731855063881,0.3521536503592922,0.09419658391201094
+0.4221394240406628,-0.45128656511370585,-0.06314038980874659,0.07964923826008329,-0.18928175477315246
+-0.4062053830065643,0.09913862535409002,0.22937081310114052,-0.597447468574366,-0.27965995938767163
+-0.40309712179561086,0.0027927586911567492,-0.0776675155967641,0.6739299829305275,-0.37512869312485475
+-0.26688741723435583,-0.44215822619354617,0.38095925023365085,0.017657111475222143,0.6679646292236432

analysis/data/manual_20260320/analysis/data/top_correlations.csv

@@ -0,0 +1,21 @@
+Dimension1,Dimension2,Correlation
+Design_institutional_vs_vernacular,Entanglement_self-enforcing_vs_enforced,-0.7085151801637848
+Design_precise_vs_interpretive,Entanglement_sovereign_vs_subsidiary,-0.6415638337903136
+Design_static_vs_malleable,Experience_predictable_vs_emergent,0.5767763224995508
+Entanglement_self-enforcing_vs_enforced,Entanglement_obligatory_vs_voluntary,-0.5477529075664381
+Design_precise_vs_interpretive,Entanglement_flocking_vs_swarming,0.41442280980679086
+Entanglement_self-enforcing_vs_enforced,Entanglement_flocking_vs_swarming,-0.3960558569111922
+Design_static_vs_malleable,Entanglement_obligatory_vs_voluntary,0.38505357601444185
+Design_institutional_vs_vernacular,Entanglement_flocking_vs_swarming,0.37943269092151793
+Design_static_vs_malleable,Entanglement_flocking_vs_swarming,0.3493656041325956
+Entanglement_sovereign_vs_subsidiary,Entanglement_obligatory_vs_voluntary,-0.32302247713396914
+Design_institutional_vs_vernacular,Entanglement_obligatory_vs_voluntary,0.3182010621936024
+Design_precise_vs_interpretive,Experience_predictable_vs_emergent,0.3063603356998134
+Entanglement_sovereign_vs_subsidiary,Entanglement_self-enforcing_vs_enforced,0.26060569513088677
+Entanglement_sovereign_vs_subsidiary,Entanglement_flocking_vs_swarming,-0.24303539751564743
+Entanglement_obligatory_vs_voluntary,Experience_predictable_vs_emergent,0.23908108342634116
+Entanglement_obligatory_vs_voluntary,Entanglement_flocking_vs_swarming,0.1777518623883244
+Entanglement_flocking_vs_swarming,Experience_predictable_vs_emergent,0.16286409069245295
+Design_precise_vs_interpretive,Design_static_vs_malleable,0.15918490238688207
+Design_precise_vs_interpretive,Entanglement_obligatory_vs_voluntary,0.1204174037362573
+Design_institutional_vs_vernacular,Entanglement_sovereign_vs_subsidiary,-0.08731465382649602

analysis/data/manual_20260320/analysis/reports/analysis_summary.txt

@@ -0,0 +1,41 @@
+================================================================================
+MULTIVARIATE ANALYSIS SUMMARY REPORT
+Protocol Bicorder Dataset
+================================================================================
+
+Dataset: data/readings/manual_20260320/readings.csv
+Number of protocols: 27
+Number of dimensions: 8
+  - Design: 3
+  - Entanglement: 4
+  - Experience: 1
+
+--------------------------------------------------------------------------------
+ANALYSES PERFORMED
+--------------------------------------------------------------------------------
+K-Means: 2 clusters identified
+Hierarchical: 5 clusters
+DBSCAN: 2 outlier protocols identified
+
+Dimensionality Reduction:
+- Principal Component Analysis (PCA)
+- t-SNE Projection
+- Factor Analysis
+
+Statistical Analyses:
+- Correlation Analysis
+- Network Analysis
+- Feature Importance Analysis
+- Analyst Comparison
+
+--------------------------------------------------------------------------------
+OUTPUT FILES
+--------------------------------------------------------------------------------
+All results saved to: data/readings/manual_20260320/analysis/
+  - plots/ : All visualizations (PNG)
+  - data/ : All numerical results (CSV)
+  - reports/ : This summary report
+
+================================================================================
+END OF REPORT
+================================================================================

analysis/data/manual_20260320/json/bicorder-2025-11-25T18-22-52Z.json

@@ -0,0 +1,274 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.1.0",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-11-21",
+  "metadata": {
+    "protocol": "Coffee shop as office",
+    "analyst": "ntnsndr",
+    "standpoint": "A person using a coffee shop as an office",
+    "timestamp": "2025-11-25T18:07:21.486Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": "Some shops have specified rules for officing, but not this one.",
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "exclusive",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "non-exclusive",
+          "term_right_description": "Does not exclude the use of any other protocols",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "insufficient",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "Kafka",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "Whitehead",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 6,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2025-12-03T17-23-08Z.json

@@ -0,0 +1,274 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.1",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Street crossing in Buenos Aires",
+    "analyst": "Venkat",
+    "standpoint": "Tourist",
+    "timestamp": "2025-12-03T17:16:54.751Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "insufficient",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 4,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "Kafka",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "Whitehead",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 4,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 7,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2025-12-12T00-07-04Z.json

@@ -0,0 +1,274 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.1",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "qPCR",
+    "analyst": "Fotis Tsiroukis",
+    "standpoint": "Ethnography of Scientific Practice",
+    "timestamp": "2025-12-12T00:00:47.807Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 4,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": 4,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "insufficient",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": 4,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "Kafka",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "Whitehead",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 4,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2025-12-18T12-28-32Z.json

@@ -0,0 +1,274 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.1",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "High wind preemptive blackouts",
+    "analyst": "ntnsndr",
+    "standpoint": "Power consumer who lost power at office and home during high winds",
+    "timestamp": "2025-12-18T12:21:09.551Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 6,
+          "notes": "Enables safety but also serves the purpose of documenting power company non-liability for fires.",
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 3,
+          "notes": "Voluntary for power company, obligatory for everyone else",
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 1,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "insufficient",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "Kafka",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "Whitehead",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 5,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-05T04-34-15Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.3",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Bedtime routine with kids",
+    "description": "On example of this phenomenonamong many",
+    "analyst": "ntnsndr",
+    "standpoint": "Parental participant",
+    "timestamp": "2026-01-05T04:30:04.916Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 1,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 9,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 7,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-06T04-41-09Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.3",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Quarantine of a sick family member",
+    "description": null,
+    "analyst": "ntnsndr",
+    "standpoint": "Family member",
+    "timestamp": "2026-01-06T04:37:20.251Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": 4,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-07T00-24-43Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.3",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Email scheduling technique",
+    "description": "Procedure: First person sends a list of meeting times, and others reply-all with a subset of the remaining options that works for them until there is consensus.",
+    "analyst": "ntnsndr",
+    "standpoint": "Practioner of the protocol",
+    "timestamp": "2026-01-07T00:19:13.592Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly but is learned by participants in another way",
+          "value": 1,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Addressed to a global audience",
+          "term_right": "particular",
+          "term_right_description": "Addressed to a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols that might be available to adopt",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content and meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content and meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "The protocol creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "The protocol reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 2,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-15T19-09-59Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Podcasting (as a social practice)",
+    "description": null,
+    "analyst": "ntnsndr",
+    "standpoint": "Listener, occasional producer",
+    "timestamp": "2026-01-15T19:07:50.435Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T22-59-58Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": null,
+    "description": null,
+    "analyst": "Bob",
+    "standpoint": null,
+    "timestamp": "2026-01-16T22:58:07.449Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-00-34Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Handshake  ",
+    "description": "Shaking hands ",
+    "analyst": "Owocki ",
+    "standpoint": "User of it ",
+    "timestamp": "2026-01-16T22:56:54.628Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 2,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-00-57Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Andrew Huberman Sleep",
+    "description": "What the podcast recommends for better sleep",
+    "analyst": "T",
+    "standpoint": "Learner",
+    "timestamp": "2026-01-16T22:58:23.015Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": "I don't know homie",
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-01-07Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "EthBoulder",
+    "description": "community coordinated, community governed ethereum event/unconference",
+    "analyst": "ash",
+    "standpoint": "contributor",
+    "timestamp": "2026-01-16T22:56:10.319Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-01-23Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Network Assembly Protocol",
+    "description": "Network meets bi-weekly to support network weaving.\n\n- 20 min Spotlight on Network Member’s work\n- 20 min Network and Member Updates\n- 50 min Unconference Sessions",
+    "analyst": "Benjamin Life",
+    "standpoint": "Co-Author, Network Steward",
+    "timestamp": "2026-01-16T23:00:21.620Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 8,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-01-32Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "WeChat payment for food",
+    "description": "Paying for food in China",
+    "analyst": "Jon Bo",
+    "standpoint": "User paying for the food",
+    "timestamp": "2026-01-16T22:57:20.966Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 5,
+          "notes": "This one is interesting. I don't need to buy food but if I want to buy food I'm gonna need to use WeChat pay, modulo cash",
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": "Good luck if you have a foreign card",
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-02-06Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Dating Apps",
+    "description": "Scheduling a date from a dating app",
+    "analyst": "Theo",
+    "standpoint": "Observer (former subject - now free)",
+    "timestamp": "2026-01-16T22:57:57.758Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-02-21Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "On Protocols: Creating Habitat",
+    "description": "How does our understanding with and relationships with protocols understand or constrain individual and collective agency?",
+    "analyst": "Todd Youngblood",
+    "standpoint": "RegenHub Boulder - 1515 Walnut",
+    "timestamp": "2026-01-16T22:56:12.944Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 8,
+          "notes": "So organic.",
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 8,
+          "notes": "I am here now.",
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-03-13Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "We* Are Agentic",
+    "description": "Moving through 6 years of study, from *I have Agency, to We* Have Agency, to We* Are Agentic in 2026- providing *Agency to people is the most critical layer to Designing value-based Communication ",
+    "analyst": "Neil M Yarnal",
+    "standpoint": "Local* is Relative ",
+    "timestamp": "2026-01-16T22:56:25.350Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-03-26Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "The gift",
+    "description": "Offer prior to receipt. ",
+    "analyst": "Tayken",
+    "standpoint": "Selflessness",
+    "timestamp": "2026-01-16T22:56:14.318Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 9,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-04-59Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Claude Agent SDK ",
+    "description": "A protocol for communicating agentically with Anthropics Claude API ",
+    "analyst": "@unforced",
+    "standpoint": "Active user",
+    "timestamp": "2026-01-16T23:03:14.147Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 2,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-06-00Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Jon & Savannah Relationship Agreements",
+    "description": "These are the relationship agreements that Jon and Savannah (romantic partners) wrote together at the start of our relationship. We wanted to define what we mean when we say words like \"I love you\" and \"boyfriend\" and \"girlfriend\" and \"partner\" – what does that actually mean to both of us in the practice of how we treat each other. These agreements function as the overarching protocol of our relationship. \n\nhttps://docs.google.com/document/d/1fmZsEXHagTkY2DlMJbwkKY6ZYQrC1LwLu5GKFNYHjio/edit?usp=sharing\n\n",
+    "analyst": "Savannah Kruger & Jonathan Borichevskiy",
+    "standpoint": "Co-creators",
+    "timestamp": "2026-01-16T22:59:28.744Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": "Design occurs exclusively between Jon and Savannah.",
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 5,
+          "notes": "Feels like a mix for sure.",
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 1,
+          "notes": "Heavily exclusive as it's just for Jon and Savannah",
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 2,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-16T23-24-17Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Native protocol",
+    "description": "Web3 community currency network with community currencies based on a network token",
+    "analyst": "proofoftom",
+    "standpoint": "Co-creator",
+    "timestamp": "2026-01-16T22:58:38.756Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-18T23-32-37Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Free-range kids",
+    "description": "The protocol of allowing kids to wander a neighborhood themselves, supported by adults they might encounter.",
+    "analyst": "ntnsndr",
+    "standpoint": "parent",
+    "timestamp": "2026-01-18T23:25:49.803Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-01-22T00-36-07Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Passing on a sidewalk",
+    "description": null,
+    "analyst": "ntnsndr",
+    "standpoint": "Pedestrian",
+    "timestamp": "2026-01-22T00:34:13.309Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-04T05-20-36Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Academic job talks",
+    "description": "The norms for talks by job candidates for university departments",
+    "analyst": "ntnsndr",
+    "standpoint": "an academic",
+    "timestamp": "2026-02-04T05:17:44.193Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 8,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-10T04-28-13Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Magic Mountain Talks",
+    "description": "A protocol for a literary event series",
+    "analyst": "ntnsndr",
+    "standpoint": "one of the organizers",
+    "timestamp": "2026-02-10T04:24:36.353Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-21T20-54-21Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Book draft workshop",
+    "description": "A specific protocol for workshopping a book draft",
+    "analyst": "ntnsndr",
+    "standpoint": "The designer and victim of the protocol",
+    "timestamp": "2026-02-21T20:48:59.352Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": 2,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-21T20-56-15Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.4",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2025-12-02",
+  "metadata": {
+    "protocol": "Playdate orgabizing",
+    "description": "On the practice of parents organizing gatherings for their kids",
+    "analyst": "ntnsndr",
+    "standpoint": "A frequent participant",
+    "timestamp": "2026-02-21T20:54:34.875Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "The design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "The primary purpose is to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules are automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Participation is compulsory for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation in the protocol is optional and not coerced",
+          "value": 6,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "bureaucratic",
+      "term_left_description": "The protocol exhibits institutional, formal, top-down characteristics with centralized control and external enforcement",
+      "term_right": "relational",
+      "term_right_description": "The protocol exhibits community-based, emergent, bottom-up characteristics with distributed coordination and voluntary participation",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly bureaucratic/institutional protocols and 9 represents strongly relational/cultural protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-24T01-59-57Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.6",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2026-02-21",
+  "metadata": {
+    "protocol": "Letters of recommendation",
+    "description": "The practice of recommending people for jobs and fellowships, especially in academia",
+    "analyst": "ntnsndr",
+    "standpoint": "A frequent recommender",
+    "timestamp": "2026-02-24T01:55:07.661Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "Design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "Design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "Specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "Ambiguous design, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "Intended to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "Intended to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Compulsory participation for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "formal",
+      "term_left_description": "Exhibits bureaucratic characteristics with centralized control and predictable enforcement",
+      "term_right": "informal",
+      "term_right_description": "Exhibits relational characteristics with distributed coordination embedded in culture",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly formal protocols and 9 represents strongly informal protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 8,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-02-25T03-44-37Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.6",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2026-02-21",
+  "metadata": {
+    "protocol": "Deciding how to get the check at a restaurant",
+    "description": null,
+    "analyst": "ntnsndr",
+    "standpoint": "Person who often feels awkward and wants to be generous",
+    "timestamp": "2026-02-25T03:43:22.857Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "Design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "Design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "Specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "Ambiguous design, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "Intended to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "Intended to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 2,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Compulsory participation for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation is optional and not coerced",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "formal",
+      "term_left_description": "Exhibits bureaucratic characteristics with centralized control and predictable enforcement",
+      "term_right": "informal",
+      "term_right_description": "Exhibits relational characteristics with distributed coordination embedded in culture",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly formal protocols and 9 represents strongly informal protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-03-04T22-49-46Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.6",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2026-02-21",
+  "metadata": {
+    "protocol": "Office hours",
+    "description": "A ritual and expectation whereby professors are available at certain times to meet with students",
+    "analyst": "ntnsndr",
+    "standpoint": "Professor",
+    "timestamp": "2026-03-04T22:46:56.138Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "Design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "Design is not stated explicitly and is learned by use",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "Specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "Ambiguous design, allowing participants a wide range of interpretation",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "Intended to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "Intended to enable activity that might not happen otherwise",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 9,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Compulsory participation for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation is optional and not coerced",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 9,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 7,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "formal",
+      "term_left_description": "Exhibits bureaucratic characteristics with centralized control and predictable enforcement",
+      "term_right": "informal",
+      "term_right_description": "Exhibits relational characteristics with distributed coordination embedded in culture",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly formal protocols and 9 represents strongly informal protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-03-09T14-45-40Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.6",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2026-02-21",
+  "metadata": {
+    "protocol": "Screen time",
+    "description": "Parents setting boundaries on kids' use of screens",
+    "analyst": "ntnsndr",
+    "standpoint": "parent",
+    "timestamp": "2026-03-09T14:42:00.368Z",
+    "shortform": false
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "Design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "Design is not stated explicitly and is learned by use",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "Specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "Ambiguous design, allowing participants a wide range of interpretation",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 6,
+          "notes": "Mostly per family, but also sometimes enabled by corporate technologies and government laws.",
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "Intended to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "Intended to enable activity that might not happen otherwise",
+          "value": 6,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": 7,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 4,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 5,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Compulsory participation for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation is optional and not coerced",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": 8,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": 3,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": 5,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 6,
+      "notes": null
+    },
+    {
+      "term_left": "formal",
+      "term_left_description": "Exhibits bureaucratic characteristics with centralized control and predictable enforcement",
+      "term_right": "informal",
+      "term_right_description": "Exhibits relational characteristics with distributed coordination embedded in culture",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly formal protocols and 9 represents strongly informal protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 3,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/json/bicorder-2026-03-20T23-14-48Z.json

@@ -0,0 +1,285 @@
+{
+  "name": "Protocol Bicorder",
+  "schema": "bicorder.schema.json",
+  "version": "1.2.6",
+  "description": "A diagnostic tool for the study of protocols",
+  "author": "Nathan Schneider",
+  "date_modified": "2026-02-21",
+  "metadata": {
+    "protocol": "Playing catch with a baseball",
+    "description": null,
+    "analyst": "ntnsndr",
+    "standpoint": "Baseball coach",
+    "timestamp": "2026-03-20T23:13:29.924Z",
+    "shortform": true
+  },
+  "diagnostic": [
+    {
+      "set_name": "Design",
+      "set_description": "How the protocol is created and remembered",
+      "gradients": [
+        {
+          "term_left": "explicit",
+          "term_left_description": "Design is stated explicitly somewhere that is accessible to participants",
+          "term_right": "implicit",
+          "term_right_description": "Design is not stated explicitly and is learned by use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "precise",
+          "term_left_description": "Specified with a high level of precision that eliminates ambiguity in implementation",
+          "term_right": "interpretive",
+          "term_right_description": "Ambiguous design, allowing participants a wide range of interpretation",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "institutional",
+          "term_left_description": "Design occurs through processes controlled by powerful institutions",
+          "term_right": "vernacular",
+          "term_right_description": "Design occurs through evolving community interactions",
+          "value": 8,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "documenting",
+          "term_left_description": "Intended to document or validate activity that is occurring",
+          "term_right": "enabling",
+          "term_right_description": "Intended to enable activity that might not happen otherwise",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "static",
+          "term_left_description": "Designed to be as fixed and unchanging as possible",
+          "term_right": "malleable",
+          "term_right_description": "Designed to be changed by participants according to evolving needs",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "technical",
+          "term_left_description": "Primarily concerned with interactions among technologies",
+          "term_right": "social",
+          "term_right_description": "Primarily concerned with interactions among people or groups",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "universal",
+          "term_left_description": "Meant for global adoption across different communities",
+          "term_right": "particular",
+          "term_right_description": "Tailored for a specific community",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "durable",
+          "term_left_description": "Designed to be persistently available",
+          "term_right": "ephemeral",
+          "term_right_description": "Designed to vanish when no longer needed",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Entanglement",
+      "set_description": "How the protocol relates with participant agents",
+      "gradients": [
+        {
+          "term_left": "macro",
+          "term_left_description": "Operates at large scales involving many participants or broad scope",
+          "term_right": "micro",
+          "term_right_description": "Operates at small scales with few participants or narrow scope",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "sovereign",
+          "term_left_description": "A distinctive operating logic, not subject to any other entity",
+          "term_right": "subsidiary",
+          "term_right_description": "An operating logic under the control of a particular entity",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "self-enforcing",
+          "term_left_description": "Rules automatically enforced through its own mechanisms",
+          "term_right": "enforced",
+          "term_right_description": "Rules require external enforcement by authorities or institutions",
+          "value": 1,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "abstract",
+          "term_left_description": "Participants learn the protocol by studying it intellectually",
+          "term_right": "embodied",
+          "term_right_description": "Participants learn the protocol by physically practicing it",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "obligatory",
+          "term_left_description": "Compulsory participation for a certain class of agents",
+          "term_right": "voluntary",
+          "term_right_description": "Participation is optional and not coerced",
+          "value": 7,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "flocking",
+          "term_left_description": "Coordination occurs through centralized direction or direct mimicry",
+          "term_right": "swarming",
+          "term_right_description": "Coordination occurs through distributed interactions without central direction",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "defensible",
+          "term_left_description": "Strong boundaries and protections against external influence",
+          "term_right": "exposed",
+          "term_right_description": "Weak boundaries and vulnerable to external influence",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "monopolistic",
+          "term_left_description": "Excludes the use of other protocols with similar purposes",
+          "term_right": "pluralistic",
+          "term_right_description": "Interoperates with other protocols and does not exclude their use",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    },
+    {
+      "set_name": "Experience",
+      "set_description": "How the protocol is perceived in the context of its implementation",
+      "gradients": [
+        {
+          "term_left": "sufficient",
+          "term_left_description": "Adequately meets the needs and goals of participants",
+          "term_right": "limited",
+          "term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "crystallized",
+          "term_left_description": "Content or meaning are settled and widely agreed upon",
+          "term_right": "contested",
+          "term_right_description": "Content or meaning are disputed or under debate",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "trust-evading",
+          "term_left_description": "Minimizes the need for trust among participants",
+          "term_right": "trust-inducing",
+          "term_right_description": "Relies on or cultivates trust among participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "predictable",
+          "term_left_description": "Produces expected and consistent outcomes",
+          "term_right": "emergent",
+          "term_right_description": "Produces unexpected or novel outcomes",
+          "value": 3,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "exclusion",
+          "term_left_description": "Creates barriers or excludes certain participants",
+          "term_right": "inclusion",
+          "term_right_description": "Reduces barriers and includes diverse participants",
+          "value": null,
+          "notes": null,
+          "shortform": true
+        },
+        {
+          "term_left": "restraining",
+          "term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
+          "term_right": "liberating",
+          "term_right_description": "Enables participants to carry out desired activities with less work or thought",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        },
+        {
+          "term_left": "dead",
+          "term_left_description": "Not actively utilized by relevant participants",
+          "term_right": "alive",
+          "term_right_description": "Actively utilized by relevant participants",
+          "value": null,
+          "notes": null,
+          "shortform": false
+        }
+      ]
+    }
+  ],
+  "analysis": [
+    {
+      "term_left": "hardness",
+      "term_left_description": "The protocol tends toward properties characterized by hardness",
+      "term_right": "softness",
+      "term_right_description": "The protocol tends toward properties characterized by softness",
+      "instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
+      "automated": true,
+      "value": 5,
+      "notes": null
+    },
+    {
+      "term_left": "polarized",
+      "term_left_description": "The analyst tended toward more extreme high or low readings",
+      "term_right": "centrist",
+      "term_right_description": "The analyst tended toward readings at the middle of the gradients",
+      "instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
+      "automated": true,
+      "value": 4,
+      "notes": null
+    },
+    {
+      "term_left": "formal",
+      "term_left_description": "Exhibits bureaucratic characteristics with centralized control and predictable enforcement",
+      "term_right": "informal",
+      "term_right_description": "Exhibits relational characteristics with distributed coordination embedded in culture",
+      "instructions": "Based on the diagnostic readings, calculate the protocol's position using Linear Discriminant Analysis. The LDA score is scaled to the 1-9 range, where 1 represents strongly formal protocols and 9 represents strongly informal protocols. A score of 5 indicates a protocol near the boundary exhibiting characteristics of both families.",
+      "automated": true,
+      "value": 1,
+      "notes": null
+    },
+    {
+      "term_left": "not useful",
+      "term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
+      "term_right": "very useful",
+      "term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
+      "instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
+      "automated": false,
+      "value": null,
+      "notes": null
+    }
+  ]
+}

analysis/data/manual_20260320/readings.csv

@@ -0,0 +1,33 @@
+Descriptor,Description,analyst,standpoint,timestamp,shortform,version,Design_explicit_vs_implicit,Design_precise_vs_interpretive,Design_institutional_vs_vernacular,Design_documenting_vs_enabling,Design_static_vs_malleable,Design_technical_vs_social,Design_universal_vs_particular,Design_durable_vs_ephemeral,Entanglement_macro_vs_micro,Entanglement_sovereign_vs_subsidiary,Entanglement_self-enforcing_vs_enforced,Entanglement_abstract_vs_embodied,Entanglement_obligatory_vs_voluntary,Entanglement_flocking_vs_swarming,Entanglement_defensible_vs_exposed,Entanglement_monopolistic_vs_pluralistic,Experience_sufficient_vs_limited,Experience_crystallized_vs_contested,Experience_trust-evading_vs_trust-inducing,Experience_predictable_vs_emergent,Experience_exclusion_vs_inclusion,Experience_restraining_vs_liberating,Experience_dead_vs_alive
+Coffee shop as office,,ntnsndr,A person using a coffee shop as an office,2025-11-25T18:07:21.486Z,True,1.1.0,,7,7,,3,,,,,4,3,,8,4,,,,,,,3,,
+Street crossing in Buenos Aires,,Venkat,Tourist,2025-12-03T17:16:54.751Z,False,1.2.1,8,6,6,9,6,8,8,2,8,7,3,7,7,2,5,6,,6,6,6,7,4,8
+qPCR,,Fotis Tsiroukis,Ethnography of Scientific Practice,2025-12-12T00:00:47.807Z,False,1.2.1,4,8,6,6,4,3,9,2,5,4,4,5,3,6,4,8,,4,5,4,2,7,9
+High wind preemptive blackouts,,ntnsndr,Power consumer who lost power at office and home during high winds,2025-12-18T12:21:09.551Z,False,1.2.1,2,3,1,6,7,3,7,8,3,8,9,8,3,1,2,1,,7,7,6,8,5,9
+Bedtime routine with kids,,ntnsndr,Parental participant,2026-01-05T04:30:04.916Z,False,1.2.3,2,4,9,9,3,9,7,3,9,8,8,9,1,2,,8,1,6,7,1,,8,9
+Quarantine of a sick family member,,ntnsndr,Family member,2026-01-06T04:37:20.251Z,False,1.2.3,8,8,7,9,9,9,5,7,8,3,2,9,8,,,8,2,7,8,2,1,3,9
+Email scheduling technique,,ntnsndr,Practioner of the protocol,2026-01-07T00:19:13.592Z,False,1.2.3,1,1,9,9,9,6,,,9,3,9,,7,,9,,2,,3,1,,,
+Podcasting (as a social practice),,ntnsndr,"Listener, occasional producer",2026-01-15T19:07:50.435Z,True,1.2.4,,8,7,,8,,,,,3,3,,9,7,,,,,,8,9,,
+,,Bob,,2026-01-16T22:58:07.449Z,True,1.2.4,,7,2,,9,,,,,9,9,,1,5,,,,,,9,2,,
+Handshake  ,,Owocki ,User of it ,2026-01-16T22:56:54.628Z,True,1.2.4,,8,1,,8,,,,,1,8,,8,2,,,,,,8,1,,
+Andrew Huberman Sleep,,T,Learner,2026-01-16T22:58:23.015Z,True,1.2.4,,2,8,,5,,,,,9,1,,9,5,,,,,,2,,,
+EthBoulder,,ash,contributor,2026-01-16T22:56:10.319Z,True,1.2.4,,7,8,,9,,,,,2,2,,9,8,,,,,,7,7,,
+Network Assembly Protocol,,Benjamin Life,"Co-Author, Network Steward",2026-01-16T23:00:21.620Z,True,1.2.4,,3,4,,5,,,,,4,5,,4,2,,,,,,5,5,,
+WeChat payment for food,,Jon Bo,User paying for the food,2026-01-16T22:57:20.966Z,True,1.2.4,,9,9,,2,,,,,1,2,,5,2,,,,,,7,9,,
+Dating Apps,,Theo,Observer (former subject - now free),2026-01-16T22:57:57.758Z,True,1.2.4,,7,6,,8,,,,,2,3,,9,7,,,,,,2,5,,
+On Protocols: Creating Habitat,,Todd Youngblood,RegenHub Boulder - 1515 Walnut,2026-01-16T22:56:12.944Z,True,1.2.4,,8,2,,8,,,,,2,3,,8,4,,,,,,8,8,,
+We* Are Agentic,,Neil M Yarnal,Local* is Relative ,2026-01-16T22:56:25.350Z,True,1.2.4,,7,7,,9,,,,,5,5,,5,5,,,,,,6,9,,
+The gift,,Tayken,Selflessness,2026-01-16T22:56:14.318Z,True,1.2.4,,7,2,,2,,,,,6,8,,2,6,,,,,,3,1,,
+Claude Agent SDK ,,@unforced,Active user,2026-01-16T23:03:14.147Z,True,1.2.4,,7,6,,5,,,,,6,3,,6,6,,,,,,6,6,,
+Jon & Savannah Relationship Agreements,,Savannah Kruger & Jonathan Borichevskiy,Co-creators,2026-01-16T22:59:28.744Z,True,1.2.4,,2,9,,9,,,,,1,1,,9,,,,,,,5,1,,
+Native protocol,,proofoftom,Co-creator,2026-01-16T22:58:38.756Z,True,1.2.4,,5,8,,7,,,,,7,1,,4,8,,,,,,7,8,,
+Free-range kids,,ntnsndr,parent,2026-01-18T23:25:49.803Z,True,1.2.4,,9,9,,7,,,,,1,1,,7,8,,,,,,8,,,
+Passing on a sidewalk,,ntnsndr,Pedestrian,2026-01-22T00:34:13.309Z,True,1.2.4,,7,9,,6,,,,,3,2,,7,6,,,,,,6,7,,
+Academic job talks,,ntnsndr,an academic,2026-02-04T05:17:44.193Z,True,1.2.4,,7,3,,2,,,,,2,2,,3,3,,,,,,2,2,,
+Magic Mountain Talks,,ntnsndr,one of the organizers,2026-02-10T04:24:36.353Z,False,1.2.4,7,3,9,8,3,8,9,3,9,8,1,7,9,2,,7,2,2,7,6,3,5,9
+Book draft workshop,,ntnsndr,The designer and victim of the protocol,2026-02-21T20:48:59.352Z,False,1.2.4,2,3,7,7,8,9,6,3,9,7,2,7,7,2,3,7,2,2,7,8,3,8,
+Playdate orgabizing,,ntnsndr,A frequent participant,2026-02-21T20:54:34.875Z,True,1.2.4,,8,9,,7,,,,,3,1,,6,8,,,,,,7,3,,
+Letters of recommendation,,ntnsndr,A frequent recommender,2026-02-24T01:55:07.661Z,True,1.2.6,,7,3,,4,,,,,2,8,,7,2,,,,,,4,2,,
+Deciding how to get the check at a restaurant,,ntnsndr,Person who often feels awkward and wants to be generous,2026-02-25T03:43:22.857Z,True,1.2.6,,8,9,,8,,,,,1,2,,9,7,,,,,,7,,,
+Office hours,,ntnsndr,Professor,2026-03-04T22:46:56.138Z,False,1.2.6,7,8,5,9,7,9,3,,8,9,4,9,8,3,,,3,7,8,7,8,9,
+Screen time,,ntnsndr,parent,2026-03-09T14:42:00.368Z,False,1.2.6,3,3,6,6,8,7,7,,8,4,5,,3,7,,,,8,3,,,5,
+Playing catch with a baseball,,ntnsndr,Baseball coach,2026-03-20T23:13:29.924Z,True,1.2.6,,7,8,,7,,,,,1,1,,7,3,,,,,,3,,,