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Author SHA1 Message Date
imacatandClaude Opus 5 6d055c1ee5 Restructure tally-annotations into the house command shape 
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-08-19 09:49:39 +08:00
imacat bfbbe1875e Update README.md 2026-08-18 23:43:26 +08:00
imacatandClaude Opus 5 a5fd86deb6 Move CLAUDE.md to docs/conventions.md so subagents do not inherit it 
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-08-18 23:37:32 +08:00
imacatandClaude Opus 5 85d776da8b Renumber the pipeline substeps to match the paper (5-1 becomes 5a) 
prompts/ and runs/ move by git mv; zero padding dropped; the
arbitration and LLM-merge rows in the cost ledger carry no new
name -- their step column reads 已廢棄 with the original name
kept in a new last column.  Archived meta.json files and past
decision-log entries keep the names they were written with.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-08-18 23:37:32 +08:00
imacatandClaude Fable 5 e3cca7e538 Record the provenance and status of the pilot study 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 23:37:28 +08:00
imacat 245b38c306 License the project under CC BY 4.0 2026-08-18 23:37:04 +08:00
imacatandClaude Fable 5 d470600eb3 Add the reliability measurement record to the docs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 23:36:51 +08:00
imacatandClaude Fable 5 e7e6787927 Update the project structure document to the completed pipeline 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:32 +08:00
imacat 28b2c18604 Finalize camera-ready version of conference paper 2026-08-18 22:37:32 +08:00
imacatandClaude Fable 5 21a39618d3 Add the wide pattern matrix of the women-power songs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:32 +08:00
imacatandClaude Fable 5 7f3b5def0f Rewrite the research plan to the executed pipeline 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:32 +08:00
imacatandClaude Fable 5 30c9943bad Import the settled patterns and annotations into the working store 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:32 +08:00
imacatandClaude Fable 5 5a91f66402 Add the tally-annotations subcommand settling the pattern matrix 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:32 +08:00
imacatandClaude Fable 5 0db25812f2 Archive the step 5-4 pattern-annotation runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:37:06 +08:00
imacatandClaude Fable 5 63f00e44c5 Archive the step 5-3 grouped synthesis runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-18 22:36:33 +08:00
imacatandClaude Fable 5 d55725332e Add the step 5 grouped synthesis and pattern-annotation design 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:42 +08:00
imacatandClaude Fable 5 3a9eee19d1 Correct three performer genders via build-db --gender-corrections 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:42 +08:00
imacatandClaude Fable 5 02dfc794c4 Archive the step 5 reading, consolidation, and synthesis runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:41 +08:00
imacatandClaude Fable 5 e1355bcb70 Add the step 5 qualitative deep-reading design and definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:41 +08:00
imacatandClaude Fable 5 a489f077c9 Record the Fable 5 auxiliary deep-reading experiments in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:41 +08:00
imacatandClaude Fable 5 15cdb861ff Import the settled code groups into the working store 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:41 +08:00
imacatandClaude Fable 5 854bfe5c4b Add the tally-groups subcommand settling results/groups.csv 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:41 +08:00
imacatandClaude Fable 5 7917d23d6e Replace the quote newline escape with the lyric line-break convention 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 c3d6c06910 Add step 4 semantic code grouping by majority vote on claude-fable-5 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 683b15e073 Add a model option to run-llm for the claude-fable-5 model 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacat 190f95b632 Add conference paper first draft. 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 54e42c072c Record the blind semantic code grouping in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 77049eb026 Record the full k-value comparison table in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 f87e3642f6 Derive the performing group genders from their Wikidata members 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 bebf85814e Derive the song performer gender and identify Pinkfong as Hope Segoine 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 ea9df52bc3 Drop the redundant HTTP error class from the retry catch 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 62adf7f937 Pin the parenthesized members pattern to a single split point 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 35d8e08871 Make the module-level helpers private instead of protected 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 693dbccc9d Extract the protected name restoration out of the credit parser 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 2ea23d9bce Classify the transient request errors in one place 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 87926d9622 Extract the record content builder out of the export line builder 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 aa8b84c8cd Stop binding the unread role in the parsed credit check 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 7739abd105 Remove the unused skipped counter of the artist fetcher 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 dfdfccc460 Capture the command output in the parent-directory export test 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 4ae6fa7b2e Merge the two identical chart-position formatters of the CSV exporter 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 3aa5c7a432 Unify the export-llm-input and run-llm summary lines with build-db 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 bc44d60d18 Close the HTTP error fixtures when the test ends 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 a64c04a128 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 c3e48aac56 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 40c41f2734 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 58189bae3a 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 745a8eed9b 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 7f43cf238b 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 95a05a0631 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 24a4ca6970 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 c51c9d71e1 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 7008e14972 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 668f1bb118 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 019f317a82 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 20c48f04b9 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 3bae24b930 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 1714257c89 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 949a0f9c8d 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 f2a80475a5 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 7c2e286c9d 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 5325a8f9a4 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 71b640085a 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 dcf9e280d0 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 e4f40e7c0f 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 4dc526c4b0 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 15f1843cde 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 8cdeb3db2e 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 4fdc7b48fd 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 de8b8ee678 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 5cf2b8ee8c 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 04d5095e44 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 ce4f9ad481 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 41dc3ea2ea 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 c03add4868 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 d73de3d01c 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 14a3cbe121 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 4313d58471 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 db9fbd71d4 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 1802dac07a 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 9b2af3bb50 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 99bbd566cf 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 3f793afd34 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 05ba3942a2 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 d46c50a2db 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 964006ec6d 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 0c82da7a1d 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 93a4f808bf 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 7a58f37d9f 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 b727284ef3 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 396848e898 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 55926b8dc4 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 ee6a1b88c5 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
imacatandClaude Fable 5 1a7519becd 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 a534b1b70b 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 8fdd21f8a2 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
imacatandClaude Fable 5 c561330bd0 Repackage the build-db import steps into job classes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 64c62eb394 Capture the song lyrics from the pilot study and the public APIs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 0d3cd69a0f Align the fetch-lyrics summary with fetch-artists via shared utils 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:26 +08:00
imacatandClaude Fable 5 81975b72e4 Remove the missing-lyrics report from fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00
imacatandClaude Fable 5 1b21471845 Fall back to the original artist credit when fetching lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00