scholar-ethics
scholar-ethics is an Academic writing & papers skill for AI agents, published by joshzyj in the open-scholar-skill repository on GitHub. Skillspace rates scholar-ethics D (65/100) and it passed the safety scan; the rating is based on static analysis only.
Research ethics toolkit for social scientists. Covers (1) AI tool data privacy audit — document and report how data was handled when using tools like Claude Code, Codex, or ChatGPT, and produce journal-required AI use disclosures; (2) plagiarism check — self-plagiarism, text recycling, AI-generated text detection guidance, and originality statements; (3) research authenticity audit — detect and remediate p-hacking, HARKing, data fabrication risks, selective reporting, and misinterpretation of results; (4) general ethics standards — IRB review, informed consent, CRediT authorship, conflict-of-interest disclosure, data sharing, and AI use declarations. Produces a saved ethics compliance report and declaration text ready to paste into submissions. Works at any stage; invoke before submission, after an ethics concern arises, or as part of the full-paper pipeline.
- Grade
- D
- Quality
- 65 / 100
- Safety
- Passed
- GitHub stars
- 102
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 83 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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