scdenney/open-science-skills · codex/text-classification/SKILL.md
text-classification skillA
Designs and validates LLM-based text classification for research data — codebook construction, choice of learning regime, model selection and reproducibility, prompt construction, pilot validation against human coding with agreement statistics (kappa, F1), hybrid human-LLM workflows, and reporting model-coded data. Also carries a resumable batch pipeline with a rule-based baseline for coding large sets of repeated free-text values against a closed codebook — occupation, institution, and registry
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.39e8276 latest | 2026-09-05 | 39e8276 | 22,975 B | A | view · diff |
| git:20260902.8289c42 | 2026-09-02 | 8289c42 | 22,517 B | A | view · diff |
| git:20260808.ee9c964 | 2026-08-08 | ee9c964 | 19,675 B | A | view · diff |
| git:20260808.0b54e42 | 2026-08-08 | 0b54e42 | 19,293 B | A | view · diff |
| git:20260702.0d142fe | 2026-07-02 | 0d142fe | 19,292 B | A | view |
Audit of the latest version
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
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Source
GitHub
scdenney/open-science-skills · 54 stars · license NOASSERTION · pushed 2026-09-05 · branch main
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