imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Opus 5 147e838b91 Run the tests on an in-memory store and dispose the engine afterwards 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 bf3d663d39 Trim the build-db summary to songs, artists, codings and elapsed time 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 cd233319fa Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 e7af4176cb 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 22:38:36 +08:00
imacatandClaude Opus 5 d4fe3b868b Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:35 +08:00
imacatandClaude Opus 5 048a947625 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 22:38:35 +08:00
imacatandClaude Opus 5 c5c000b604 Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:35 +08:00
imacatandClaude Opus 5 4a073713b0 Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 d9d79295e6 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 22:38:34 +08:00
imacatandClaude Opus 5 28c02852fc Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 5ffb268884 Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 4722554ccb Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 6297540f60 Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 fd1400b749 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 975571391d Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 fdcd73699f Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 ebfdc0671d Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 69f3785495 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 b0a83f3fcd Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 91d3cba729 Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 512aaf90fd Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 4878698bd2 Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 50a0631454 Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 d2cf1a8950 Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 bbc1849cd2 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 b1a9e0d816 Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 5c40033132 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 52405591c9 Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 e49feabe94 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 22:38:29 +08:00
imacatandClaude Opus 5 950aeb3692 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 733dada424 Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 d036e7fefa Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 4b47281a7c Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:28 +08:00
imacatandClaude Opus 5 76472a198a 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 22:38:28 +08:00
imacatandClaude Fable 5 faeb0a523a Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:28 +08:00
imacatandClaude Fable 5 6f08287cab Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 48f82d41af Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 5630a3cacd Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 f4854d5a2e Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 8b739d8af1 Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 140c4d6ac2 Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 e32b3126b4 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 7f6dffdc34 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 692c49c061 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 5c0004dfe3 Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 07e81f5498 Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 f96452aee4 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 314b18214e Add the export-llm-input subcommand for the lyrics-only LLM input 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 30712e2f73 Regenerate the artists report with the Wikidata snapshot applied 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 3e627b00c0 Rename the Markdown documents to dash-connected names 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:20 +08:00