imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Fable 5 4900e4fc62 Add the tally-groups subcommand settling results/groups.csv 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-15 00:46:09 +08:00
imacatandClaude Fable 5 54d38d81b2 Replace the quote newline escape with the lyric line-break convention 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-15 00:31:31 +08:00
imacatandClaude Fable 5 d589ed9031 Add step 4 semantic code grouping by majority vote on claude-fable-5 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-15 00:01:48 +08:00
imacatandClaude Fable 5 fccc6d1f32 Add a model option to run-llm for the claude-fable-5 model 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-15 00:00:52 +08:00
imacatandClaude Fable 5 6e5dc411c8 Record the blind semantic code grouping in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-14 20:41:17 +08:00
imacatandClaude Fable 5 c3b375e55c Record the full k-value comparison table in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-14 20:41:17 +08:00
imacatandClaude Opus 5 b18389f06d Derive the performing group genders from their Wikidata members 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:17 +08:00
imacatandClaude Opus 5 547a068e7b Derive the song performer gender and identify Pinkfong as Hope Segoine 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 3a5271a4d3 Drop the redundant HTTP error class from the retry catch 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 2e192c481a Pin the parenthesized members pattern to a single split point 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 0ac8bd4e39 Make the module-level helpers private instead of protected 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 3f12dc2f62 Extract the protected name restoration out of the credit parser 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 36f0092e2d Classify the transient request errors in one place 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 10f1e092f7 Extract the record content builder out of the export line builder 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 c65d8cff8d Stop binding the unread role in the parsed credit check 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 ad3fc21776 Remove the unused skipped counter of the artist fetcher 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 a656356c7d Capture the command output in the parent-directory export test 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:16 +08:00
imacatandClaude Opus 5 4e85ed63be Merge the two identical chart-position formatters of the CSV exporter 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 f788acf30c Unify the export-llm-input and run-llm summary lines with build-db 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 e6c7ec60c8 Close the HTTP error fixtures when the test ends 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 228598fe8b Run the tests on an in-memory store and dispose the engine afterwards 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 1da2e6dfdc Trim the build-db summary to songs, artists, codings and elapsed time 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 c1cd74ea7c Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 df5fecd001 Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 186d2fdea3 Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 bb25a9d3ad Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 0eaf8ebb9b Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 067aedcae2 Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:05 +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