imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Opus 5 72f3e4ba4e Merge the two identical chart-position formatters of the CSV exporter 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 09:27:42 +08:00
imacatandClaude Opus 5 ad5ead0816 Unify the export-llm-input and run-llm summary lines with build-db 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 09:25:10 +08:00
imacatandClaude Opus 5 bc77edd029 Close the HTTP error fixtures when the test ends 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 05:16:16 +08:00
imacatandClaude Opus 5 63e17ef873 Run the tests on an in-memory store and dispose the engine afterwards 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 05:07:28 +08:00
imacatandClaude Opus 5 1b781c12e8 Trim the build-db summary to songs, artists, codings and elapsed time 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 04:48:45 +08:00
imacatandClaude Opus 5 6601453711 Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 04:28:28 +08:00
imacatandClaude Opus 5 6c5c231ef6 Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 01:47:36 +08:00
imacatandClaude Opus 5 4c31adaacc Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 01:43:27 +08:00
imacatandClaude Opus 5 04b32fbc3a Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-07 01:25:24 +08:00
imacatandClaude Opus 5 81a9d87b08 Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 19:11:07 +08:00
imacatandClaude Opus 5 c7009649bd Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 18:27:04 +08:00
imacatandClaude Opus 5 d5a6bb7102 Settle the coding by a majority of three runs instead of an arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 18:14:52 +08:00
imacatandClaude Opus 5 b792f61806 Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 14:45:36 +08:00
imacatandClaude Opus 5 c2ae17453a Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 14:40:37 +08:00
imacatandClaude Opus 5 a88302fdc2 Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 13:12:25 +08:00
imacatandClaude Opus 5 930d1cec3e Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 13:11:43 +08:00
imacatandClaude Opus 5 a230bfe0c9 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 09:22:48 +08:00
imacatandClaude Opus 5 b7b35f7b68 Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 09:06:23 +08:00
imacatandClaude Opus 5 309113692b Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 08:40:11 +08:00
imacatandClaude Opus 5 a0687a4793 Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:49:23 +08:00
imacatandClaude Opus 5 9043fd85f2 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:38:34 +08:00
imacatandClaude Opus 5 0a273dd81a Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:37:59 +08:00
imacatandClaude Opus 5 8af2410e90 Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:05:48 +08:00
imacatandClaude Opus 5 3f3deb3417 Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:04:03 +08:00
imacatandClaude Opus 5 aff654081e Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 06:39:33 +08:00
imacatandClaude Opus 5 33a9da6009 Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 06:18:09 +08:00
imacatandClaude Opus 5 6e95e49875 Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 05:55:11 +08:00
imacatandClaude Opus 5 e6ca05b837 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 05:54:52 +08:00
imacatandClaude Opus 5 5bde8ac534 Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 21:06:09 +08:00
imacatandClaude Opus 5 9d37b0ba21 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:55:22 +08:00
imacatandClaude Opus 5 6d141b537a Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:22:15 +08:00
imacatandClaude Opus 5 6d33ceb7e7 Pass the coding keywords as input instead of baking them into the prompt 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:13:19 +08:00
imacatandClaude Opus 5 c3b4f927c2 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 19:45:02 +08:00
imacatandClaude Opus 5 f495e7882d Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 19:36:58 +08:00
imacatandClaude Opus 5 edfd8d57ba Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 18:00:19 +08:00
imacatandClaude Opus 5 112a566361 Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 17:56:11 +08:00
imacatandClaude Opus 5 0850b13417 Rebuild the vocabulary step on embeddings and drop the screen track 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 17:19:56 +08:00
imacatandClaude Fable 5 e70c2e6968 Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 15:10:03 +08:00
imacatandClaude Fable 5 0dfbbe9ea4 Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 a07256d4ac Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 38b4660649 Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 1732431e06 Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 3c154bbbd1 Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:59 +08:00
imacatandClaude Fable 5 c8d541aadc Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:59 +08:00
imacatandClaude Fable 5 a562917460 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:38 +08:00
imacatandClaude Fable 5 680d8bfe50 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 22:41:42 +08:00
imacatandClaude Fable 5 aa65f6a3b3 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 22:41:42 +08:00
imacatandClaude Fable 5 d155d1ba21 Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 19:31:24 +08:00
imacatandClaude Fable 5 5e509ffcad Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 17:22:52 +08:00
imacatandClaude Fable 5 4eb9f50238 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:50 +08:00