imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Opus 5 1e9750b37f Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 eba0bd7824 Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 7a18b6746e Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 4f06a1ed84 Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 70b3ec53ca Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 b8d934f31c Settle the coding by a majority of three runs instead of an arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 51eaae5c9c Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 bf4506bc17 Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 531d5daa05 Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 34e5633fa6 Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 34364c28e4 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 c456819a4b Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 f9c8401409 Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 511fdedb09 Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 21cfdb0121 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 d923936862 Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 19721952e0 Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 66a1b504ce Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 8091a6381b Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 53d7006238 Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 8a55c7bcc5 Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 898cd8e8d9 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 de20156580 Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 192c5f5530 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 f44651b902 Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 cb577f2acf Pass the coding keywords as input instead of baking them into the prompt 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 90fbc68f01 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 b6263f0b34 Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 01bf206102 Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 dc0d94ba30 Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 c702875ed8 Rebuild the vocabulary step on embeddings and drop the screen track 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:25 +08:00
imacatandClaude Fable 5 afe5d70147 Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:25 +08:00
imacatandClaude Fable 5 9479ebc4b4 Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:25 +08:00
imacatandClaude Fable 5 ebed04fe64 Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 b7d5fd6312 Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 b0a9ba4dfd Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 8a58b1e42d Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 d00494ebac Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 4595cf75a2 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 975ebffb23 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 ac03ce3964 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 bd293e8988 Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 c4fd6dd081 Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 f597149064 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 9d5922fc71 Add the export-llm-input subcommand for the lyrics-only LLM input 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 2cf832e286 Regenerate the artists report with the Wikidata snapshot applied 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 f637252fe3 Rename the Markdown documents to dash-connected names 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:07 +08:00
imacatandClaude Fable 5 21c5ae5481 Drop the engine preparation from build-db 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 383670ab2b Move the invariant checks into the importers and drop find_violations 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 c59a023095 Package the capture-layer application into a CaptureImporter class 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00