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llm-13steps

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twfeminist2026

twfeminist2026-draft

v1.0.0

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• 502d8b6b5a Enforce strict validation of configuration settings main imacat 2026-08-21 08:12:17 +08:00
• 47bef84e7b Rename SQLALCHEMY_DATABASE_URL to SQLALCHEMY_DATABASE_URI to follow SQLAlchemy conventions. imacat 2026-08-21 08:10:21 +08:00
• 9b6450fcbb Capture the stderr summary in the request-preview tests imacatandClaude Fable 5 2026-08-20 20:51:18 +08:00
• 309667e82b Add type hints and refactor SQLite foreign key enforcement setup imacat 2026-08-20 20:31:39 +08:00
• 195605826f Advance tools to version 1.0.0. v1.0.0 imacat 2026-08-19 20:11:29 +08:00
• e569b3481c Add change log. imacat 2026-08-19 20:10:38 +08:00
• f0547208ed Update README.md. imacat 2026-08-19 20:05:15 +08:00
• eef434acf7 Gather the runs and the results under data/ imacatandClaude Opus 5 2026-08-19 19:46:49 +08:00
• 7a625d50fc Trim the docs to their own jobs imacatandClaude Opus 5 2026-08-19 18:59:59 +08:00
• e1e2c86661 Fix the SonarQube findings imacatandClaude Opus 5 2026-08-19 13:06:20 +08:00
• 2fa55f29d7 Restructure the remaining commands into the house shape imacatandClaude Opus 5 2026-08-19 10:46:21 +08:00
• 676d7788e8 Restructure tally-groups into the house command shape imacatandClaude Opus 5 2026-08-19 09:48:30 +08:00
• 6d055c1ee5 Restructure tally-annotations into the house command shape imacatandClaude Opus 5 2026-08-19 09:30:39 +08:00
• bfbbe1875e Update README.md imacat 2026-08-18 23:43:26 +08:00
• a5fd86deb6 Move CLAUDE.md to docs/conventions.md so subagents do not inherit it imacatandClaude Opus 5 2026-08-18 23:35:44 +08:00
• 85d776da8b Renumber the pipeline substeps to match the paper (5-1 becomes 5a) imacatandClaude Opus 5 2026-08-18 22:31:30 +08:00
• e3cca7e538 Record the provenance and status of the pilot study imacatandClaude Fable 5 2026-08-17 23:05:10 +08:00
• 245b38c306 License the project under CC BY 4.0 imacat 2026-08-17 22:48:57 +08:00
• d470600eb3 Add the reliability measurement record to the docs imacatandClaude Fable 5 2026-08-17 12:41:02 +08:00
• e7e6787927 Update the project structure document to the completed pipeline imacatandClaude Fable 5 2026-08-17 09:09:56 +08:00
• 28b2c18604 Finalize camera-ready version of conference paper twfeminist2026 imacat 2026-08-17 20:20:23 +08:00
• 21a39618d3 Add the wide pattern matrix of the women-power songs imacatandClaude Fable 5 2026-08-15 22:27:09 +08:00
• 7f3b5def0f Rewrite the research plan to the executed pipeline imacatandClaude Fable 5 2026-08-15 21:14:16 +08:00
• 30c9943bad Import the settled patterns and annotations into the working store imacatandClaude Fable 5 2026-08-15 21:05:22 +08:00
• 5a91f66402 Add the tally-annotations subcommand settling the pattern matrix imacatandClaude Fable 5 2026-08-17 08:50:09 +08:00
• 0db25812f2 Archive the step 5-4 pattern-annotation runs imacatandClaude Fable 5 2026-08-15 20:24:12 +08:00
• 63f00e44c5 Archive the step 5-3 grouped synthesis runs imacatandClaude Fable 5 2026-08-15 20:24:02 +08:00
• d55725332e Add the step 5 grouped synthesis and pattern-annotation design imacatandClaude Fable 5 2026-08-15 19:49:44 +08:00
• 3a9eee19d1 Correct three performer genders via build-db --gender-corrections imacatandClaude Fable 5 2026-08-15 15:57:50 +08:00
• 02dfc794c4 Archive the step 5 reading, consolidation, and synthesis runs imacatandClaude Fable 5 2026-08-15 15:57:35 +08:00
• e1355bcb70 Add the step 5 qualitative deep-reading design and definition files imacatandClaude Fable 5 2026-08-15 13:34:57 +08:00
• a489f077c9 Record the Fable 5 auxiliary deep-reading experiments in the decision log imacatandClaude Fable 5 2026-08-15 10:20:56 +08:00
• 15cdb861ff Import the settled code groups into the working store imacatandClaude Fable 5 2026-08-15 00:56:55 +08:00
• 854bfe5c4b Add the tally-groups subcommand settling results/groups.csv imacatandClaude Fable 5 2026-08-15 00:46:09 +08:00
• 7917d23d6e Replace the quote newline escape with the lyric line-break convention imacatandClaude Fable 5 2026-08-15 00:23:30 +08:00
• c3d6c06910 Add step 4 semantic code grouping by majority vote on claude-fable-5 imacatandClaude Fable 5 2026-08-15 00:01:48 +08:00
• 683b15e073 Add a model option to run-llm for the claude-fable-5 model imacatandClaude Fable 5 2026-08-15 00:00:52 +08:00
• 190f95b632 Add conference paper first draft. twfeminist2026-draft imacat 2026-08-14 19:09:09 +08:00
• 54e42c072c Record the blind semantic code grouping in the decision log imacatandClaude Fable 5 2026-08-14 18:46:10 +08:00
• 77049eb026 Record the full k-value comparison table in the decision log imacatandClaude Fable 5 2026-08-14 00:08:22 +08:00
• f87e3642f6 Derive the performing group genders from their Wikidata members imacatandClaude Opus 5 2026-08-09 00:53:32 +08:00
• bebf85814e Derive the song performer gender and identify Pinkfong as Hope Segoine imacatandClaude Opus 5 2026-08-08 20:58:37 +08:00
• ea9df52bc3 Drop the redundant HTTP error class from the retry catch imacatandClaude Opus 5 2026-08-07 10:45:36 +08:00
• 62adf7f937 Pin the parenthesized members pattern to a single split point imacatandClaude Opus 5 2026-08-07 10:37:59 +08:00
• 35d8e08871 Make the module-level helpers private instead of protected imacatandClaude Opus 5 2026-08-07 10:19:13 +08:00
• 693dbccc9d Extract the protected name restoration out of the credit parser imacatandClaude Opus 5 2026-08-07 10:07:49 +08:00
• 2ea23d9bce Classify the transient request errors in one place imacatandClaude Opus 5 2026-08-07 09:51:48 +08:00
• 87926d9622 Extract the record content builder out of the export line builder imacatandClaude Opus 5 2026-08-07 09:47:51 +08:00
• aa8b84c8cd Stop binding the unread role in the parsed credit check imacatandClaude Opus 5 2026-08-07 09:40:01 +08:00
• 7739abd105 Remove the unused skipped counter of the artist fetcher imacatandClaude Opus 5 2026-08-07 09:36:29 +08:00
• dfdfccc460 Capture the command output in the parent-directory export test imacatandClaude Opus 5 2026-08-07 09:31:02 +08:00
• 4ae6fa7b2e Merge the two identical chart-position formatters of the CSV exporter imacatandClaude Opus 5 2026-08-07 09:27:42 +08:00
• 3aa5c7a432 Unify the export-llm-input and run-llm summary lines with build-db imacatandClaude Opus 5 2026-08-07 09:25:10 +08:00
• bc44d60d18 Close the HTTP error fixtures when the test ends imacatandClaude Opus 5 2026-08-07 05:16:16 +08:00
• a64c04a128 Run the tests on an in-memory store and dispose the engine afterwards imacatandClaude Opus 5 2026-08-07 05:07:28 +08:00
• c3e48aac56 Trim the build-db summary to songs, artists, codings and elapsed time imacatandClaude Opus 5 2026-08-07 04:48:45 +08:00
• 40c41f2734 Import the settled coding into the working store imacatandClaude Opus 5 2026-08-07 04:28:28 +08:00
• 58189bae3a Settle the coding of the 883 songs against the 101 keywords imacatandClaude Opus 5 2026-08-07 01:47:36 +08:00
• 745a8eed9b Repair the coding output with a reviewed correction table imacatandClaude Opus 5 2026-08-07 01:26:14 +08:00
• 7f43cf238b Record how far the coding output departs from its stated contract imacatandClaude Opus 5 2026-08-07 01:25:24 +08:00
• 95a05a0631 Add the tally-codings subcommand for the majority vote imacatandClaude Opus 5 2026-08-06 19:11:07 +08:00
• 24a4ca6970 Archive the third coding run imacatandClaude Opus 5 2026-08-06 18:27:04 +08:00
• c51c9d71e1 Settle the coding by a majority of three runs instead of an arbitration imacatandClaude Opus 5 2026-08-06 18:14:52 +08:00
• 7008e14972 Import each command module only when its subcommand runs imacatandClaude Opus 5 2026-08-06 14:45:36 +08:00
• 668f1bb118 Restructure cluster-keywords into builders and result records imacatandClaude Opus 5 2026-08-06 14:40:37 +08:00
• 019f317a82 Archive the arbitration pass over the coding disagreements imacatandClaude Opus 5 2026-08-06 13:12:25 +08:00
• 20c48f04b9 Quote one line per kept keyword in the arbitration imacatandClaude Opus 5 2026-08-06 13:11:43 +08:00
• 3bae24b930 Build the arbitration input with a per-ID extras merge imacatandClaude Opus 5 2026-08-06 09:22:48 +08:00
• 1714257c89 Add the compare-codings subcommand for the arbitration handoff imacatandClaude Opus 5 2026-08-06 09:06:23 +08:00
• 949a0f9c8d Drop the source-provenance artifact from cluster-keywords imacatandClaude Opus 5 2026-08-06 08:40:11 +08:00
• f2a80475a5 Rename the arbitration definition file to 03-02-arbitration imacatandClaude Opus 5 2026-08-06 07:49:23 +08:00
• 7c2e286c9d Archive the second coding pass against the 101 keywords imacatandClaude Opus 5 2026-08-06 07:38:34 +08:00
• 5325a8f9a4 Archive the first coding pass against the 101 keywords imacatandClaude Opus 5 2026-08-06 07:16:35 +08:00
• 71b640085a Keep the medoid group names after testing LLM naming imacatandClaude Opus 5 2026-08-06 07:05:48 +08:00
• dcf9e280d0 Report the clustering result in a sentence imacatandClaude Opus 5 2026-08-06 07:04:03 +08:00
• e4f40e7c0f Rebuild the coding keywords with 100 groups imacatandClaude Opus 5 2026-08-06 06:39:33 +08:00
• 4dc526c4b0 Record the clustering invocation in a meta file imacatandClaude Opus 5 2026-08-06 06:18:09 +08:00
• 15f1843cde Raise the clustering to 100 groups imacatandClaude Opus 5 2026-08-06 05:55:11 +08:00
• 8cdeb3db2e Quote one line per assigned keyword imacatandClaude Opus 5 2026-08-06 05:54:52 +08:00
• 4fdc7b48fd Take the extra coding keywords from the command line imacatandClaude Opus 5 2026-08-05 21:06:09 +08:00
• de8b8ee678 Merge the keyword pooling into cluster-keywords imacatandClaude Opus 5 2026-08-05 20:55:22 +08:00
• 5cf2b8ee8c Separate the clustered keyword list from the keywords to merge imacatandClaude Opus 5 2026-08-05 20:22:15 +08:00
• 04d5095e44 Pass the coding keywords as input instead of baking them into the prompt imacatandClaude Opus 5 2026-08-05 20:13:19 +08:00
• ce4f9ad481 Archive the clustered coding vocabulary imacatandClaude Opus 5 2026-08-05 19:45:02 +08:00
• 41dc3ea2ea Add the cluster-keywords subcommand for the coding vocabulary imacatandClaude Opus 5 2026-08-05 19:36:58 +08:00
• c03add4868 Archive the pooled keywords of the two tagging runs imacatandClaude Opus 5 2026-08-05 17:56:59 +08:00
• d73de3d01c Add the pool-keywords subcommand for the tagging runs' keywords imacatandClaude Opus 5 2026-08-05 17:23:50 +08:00
• 14a3cbe121 Rebuild the vocabulary step on embeddings and drop the screen track imacatandClaude Opus 5 2026-08-05 17:19:56 +08:00
• 4313d58471 Report the elapsed time when run-llm finishes imacatandClaude Fable 5 2026-08-05 15:10:03 +08:00
• db9fbd71d4 Archive the tag run2 execution imacatandClaude Fable 5 2026-08-05 08:37:50 +08:00
• 1802dac07a Archive the tag run1 execution and add the run-cost ledger imacatandClaude Fable 5 2026-08-05 08:24:14 +08:00
• 9b2af3bb50 Require valid JSON with escaped quotes in the definition files imacatandClaude Fable 5 2026-08-05 08:18:05 +08:00
• 99bbd566cf Forbid Markdown code fences in the definition-file outputs imacatandClaude Fable 5 2026-08-05 06:15:14 +08:00
• 3f793afd34 Record the song-775 refusal ablation and rule it unanalyzable imacatandClaude Fable 5 2026-08-05 00:42:24 +08:00
• 05ba3942a2 Add watermark normalization to fetch-lyrics imacatandClaude Fable 5 2026-08-05 00:42:06 +08:00
• d46c50a2db Changed the natural-coding definition files to single-pass convergence llm-5steps imacatandClaude Fable 5 2026-08-04 23:23:25 +08:00
• 964006ec6d Add the natural-coding definition files and the convergence algorithms llm-13steps imacatandClaude Fable 5 2026-08-04 22:38:13 +08:00
• 0c82da7a1d Settle women-power as the a-priori screen label term imacatandClaude Fable 5 2026-08-04 22:37:48 +08:00
• 93a4f808bf Reduce run-llm to a pure batch executor imacatandClaude Fable 5 2026-08-04 19:31:24 +08:00
• 7a58f37d9f Record the natural-coding pipeline design in the project documents imacatandClaude Fable 5 2026-08-04 17:22:52 +08:00