integrity-forensics
面向学术/审稿场景，自动化检测多类可疑或不合规研究模式。
部分审计流程可能调用外部模型或服务，涉及网络请求与数据外泄风险。
对论文运行反自动研究的完整取证审计并生成可执行的策略门控。
对论文运行 Anti-Autoresearch 的完整取证扫描，基于 SHA 锁定启动器产出证据账本、GPT 审计建议再由规则裁决器定论，并把结果转换成类型化的策略门控（如 BLOCK/WARN/NO_NEW_BLOCKER）和只追加的义务清单。适合投稿前自查或需要正式诚信审计的场景，输出可执行且可追踪的合规决策。
▸ 展开 SKILL.md 英文原文
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → deterministic rules-only adjudicator) against a paper via a SHA-pinned thin launcher — then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Use when user says "integrity forensics", "forensic audit this paper", "投稿前自查诚信", "审这篇论文的诚信", or says "anti-autoresearch" when the upstream repo's own skills are not installed. Also invoked by /paper-writing (submission self-forensics, default ON), /peer-review (forensic appendix), /resubmit-pipeline.
帮我安装这个 skill：https://raw.githubusercontent.com/wanshuiyin/Auto-claude-code-research-in-sleep/main/skills/integrity-forensics/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/wanshuiyin/Auto-claude-code-research-in-sleep/main/skills/integrity-forensics/SKILL.md"# Integrity Forensics — thin launcher for Anti-Autoresearch Audit target: **$ARGUMENTS** > **What this is.** ARIS generates papers; [Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch) > is its outward-pointed dual — reviewer-side integrity forensics (46 patterns > across 8 families, deterministic GRIM/GRIMMER/statcheck core, span-anchored > claims, a rules-only adjudicator that owns the verdict). This skill is a > **thin launcher**: it pins an upstream commit, validates the pin with the > upstream eval gate, delegates execution unchanged, and post-processes the > verdict into ARIS's policy vocabulary. It vendors nothing and forks nothing. > 🔁 **Cadence fence** (`shared-r