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https://github.com/Imbad0202/academic-research-skills.git
synced 2026-09-14 13:51:17 +08:00
Edward Cheng-I Wu
90f2176cd5
* evals: add `claude plugin eval` suite for the academic-paper citation-check flow Eight cases (six fire, two negative) under plugin-evals-citation-check/, graded as a with/without-plugin ablation. Fire cases carry a synthetic source pack so the four author-defined citation failures (no source on file, wrong authors, hedged finding cited as established, retracted or concern-flagged paper cited as live) are detectable offline. Styles: APA 7 (en / zh-TW mixed / es), IEEE, Vancouver (style unnamed), Chicago NB. Cases pin model: sonnet; run with --judge-model opus. Calibration (two pilots, 2026-09-13) and caveats are in the suite README. The with-plugin arm cannot load the mode prompt in the eval sandbox because the command stub references plugin files by relative path (#857), and plain-language prompts fired the skill in 3 of 6 cases (#858; the Spanish case is one data point for #850). No uplift figure is claimed. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EEbmXsHyQ3dzYoep74zSmH * evals(citation-check): apply cross-model review findings and re-calibrate Twelve of thirteen review findings applied: replace the disputable four-author "et al." planting in 04 with a year mismatch; make the clean citations in 02 and 06 supported by their abstracts; replace real Taiwan journal names in 02 with fictional ones; tie the 08 presence regexes to an "unused" statement; require metadata preservation and reject audit content on the 07 conversion negative; add no-overreach to 05; turn the 02 language check into an llm grader; exempt unchanged entries in a complete corrected list from no-false-positive and drop its DOI claim; drop the 04 style-name regex (both arms fixed the year without naming the style). The one rejected finding (08 skill check "display-only") was wrong: it carries arm: both and is scored; README says so. Pilot 3 on the revised suite: $4.65, max 142 s / 7 turns / $0.45 per run; 04 and 08 re-run clean after the last two grader fixes. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EEbmXsHyQ3dzYoep74zSmH --------- Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
65 B
65 B
type, tool, input_match, min
| type | tool | input_match | min |
|---|---|---|---|
| tool_used | Skill | academic | 1 |