geng-academic-integrity-audit

geng-academic-integrity-audit is a Peer review & grants skill for AI agents, published by 1anj in the academic-integrity-skill repository on GitHub. Skillspace rates geng-academic-integrity-audit C (79/100) and it passed the safety scan; the rating is based on static analysis only.

Academic-integrity self-audit skill inspired by Geng Tongxue for manuscripts, revisions, post-publication concerns, and internal lab review, including Nature/Nature Portfolio submissions. Use when the user asks for 耿同学 skill, 学术诚信自查, 自查自纠, 学术造假/数据造假/图片造假/统计异常/论文打假筛查, PubPeer/retraction concern triage, manuscript correction planning, or whether a manuscript may contain fabrication, falsification, image manipulation, duplicate publication, reporting gaps, or other research-integrity risks.

Grade
C
Quality
79 / 100
Safety
Passed
GitHub stars
56

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
97 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
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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