imacat
bfbbe1875e
Update README.md
2026-08-18 23:43:26 +08:00
imacat and Claude Opus 5
a5fd86deb6
Move CLAUDE.md to docs/conventions.md so subagents do not inherit it
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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com >
2026-08-18 23:37:32 +08:00
imacat and Claude Opus 5
85d776da8b
Renumber the pipeline substeps to match the paper (5-1 becomes 5a)
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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
imacat and Claude Fable 5
e3cca7e538
Record the provenance and status of the pilot study
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 23:37:28 +08:00
imacat and Claude Fable 5
d470600eb3
Add the reliability measurement record to the docs
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 23:36:51 +08:00
imacat and Claude Fable 5
e7e6787927
Update the project structure document to the completed pipeline
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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
imacat and Claude Fable 5
7f3b5def0f
Rewrite the research plan to the executed pipeline
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 22:37:32 +08:00
imacat and Claude Fable 5
0db25812f2
Archive the step 5-4 pattern-annotation runs
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 22:37:06 +08:00
imacat and Claude Fable 5
63f00e44c5
Archive the step 5-3 grouped synthesis runs
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 22:36:33 +08:00
imacat and Claude Fable 5
d55725332e
Add the step 5 grouped synthesis and pattern-annotation design
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:42 +08:00
imacat and Claude Fable 5
3a9eee19d1
Correct three performer genders via build-db --gender-corrections
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:42 +08:00
imacat and Claude Fable 5
02dfc794c4
Archive the step 5 reading, consolidation, and synthesis runs
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
e1355bcb70
Add the step 5 qualitative deep-reading design and definition files
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
a489f077c9
Record the Fable 5 auxiliary deep-reading experiments in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
15cdb861ff
Import the settled code groups into the working store
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
854bfe5c4b
Add the tally-groups subcommand settling results/groups.csv
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
7917d23d6e
Replace the quote newline escape with the lyric line-break convention
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
c3d6c06910
Add step 4 semantic code grouping by majority vote on claude-fable-5
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
54e42c072c
Record the blind semantic code grouping in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
77049eb026
Record the full k-value comparison table in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
f87e3642f6
Derive the performing group genders from their Wikidata members
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
bebf85814e
Derive the song performer gender and identify Pinkfong as Hope Segoine
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
40c41f2734
Import the settled coding into the working store
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:36 +08:00
imacat and Claude Opus 5
745a8eed9b
Repair the coding output with a reviewed correction table
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:35 +08:00
imacat and Claude Opus 5
7f43cf238b
Record how far the coding output departs from its stated contract
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:35 +08:00
imacat and Claude Opus 5
95a05a0631
Add the tally-codings subcommand for the majority vote
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:35 +08:00
imacat and Claude Opus 5
24a4ca6970
Archive the third coding run
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:34 +08:00
imacat and Claude Opus 5
c51c9d71e1
Settle the coding by a majority of three runs instead of an arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:34 +08:00
imacat and Claude Opus 5
019f317a82
Archive the arbitration pass over the coding disagreements
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:34 +08:00
imacat and Claude Opus 5
20c48f04b9
Quote one line per kept keyword in the arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
1714257c89
Add the compare-codings subcommand for the arbitration handoff
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
949a0f9c8d
Drop the source-provenance artifact from cluster-keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
f2a80475a5
Rename the arbitration definition file to 03-02-arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
7c2e286c9d
Archive the second coding pass against the 101 keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
5325a8f9a4
Archive the first coding pass against the 101 keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
71b640085a
Keep the medoid group names after testing LLM naming
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
4dc526c4b0
Record the clustering invocation in a meta file
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:31 +08:00
imacat and Claude Opus 5
15f1843cde
Raise the clustering to 100 groups
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:31 +08:00
imacat and Claude Opus 5
8cdeb3db2e
Quote one line per assigned keyword
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:31 +08:00
imacat and Claude Opus 5
4fdc7b48fd
Take the extra coding keywords from the command line
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:30 +08:00
imacat and Claude Opus 5
de8b8ee678
Merge the keyword pooling into cluster-keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:30 +08:00
imacat and Claude Opus 5
5cf2b8ee8c
Separate the clustered keyword list from the keywords to merge
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:30 +08:00
imacat and Claude Opus 5
04d5095e44
Pass the coding keywords as input instead of baking them into the prompt
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:29 +08:00
imacat and Claude Opus 5
d73de3d01c
Add the pool-keywords subcommand for the tagging runs' keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:28 +08:00
imacat and Claude Opus 5
14a3cbe121
Rebuild the vocabulary step on embeddings and drop the screen track
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:28 +08:00
imacat and Claude Fable 5
db9fbd71d4
Archive the tag run2 execution
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00
imacat and Claude Fable 5
1802dac07a
Archive the tag run1 execution and add the run-cost ledger
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00
imacat and Claude Fable 5
9b2af3bb50
Require valid JSON with escaped quotes in the definition files
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00
imacat and Claude Fable 5
3f793afd34
Record the song-775 refusal ablation and rule it unanalyzable
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00