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Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. Works on external papers (PDF / DOI / arXiv) and on outputs from a local paper-writer run. Single-stage skill.

Install

npx skills add ai4s-research/ai4s-skills --skill integrity-auditor -a claude-code

Installs to .claude/skills/integrity-auditor/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Safety checks on SKILL.md

  • Ships scripts we have not reviewedLow

Why 77

Security85
Provenance69
Maintenance85
Licence100
Adoption40

aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.

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