Human-in-the-Loop & Compliance Pack
For teams that need to show their AI-assisted work is accountable: generate audit-ready human-review evidence logs, draft compliant AI-use disclosures and provenance statements, and run a pre-publish fact-check and compliance gate over public-facing content. Built for regulated and high-trust environments.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
3 skills
Generate structured, audit-ready evidence logs documenting human review of AI-assisted work products.
A pre-publish audit gate to extract claims, verify facts, and flag compliance risks in public-facing content.
An adversarial gate to verify AI-use disclosures and draft compliant provenance statements for any venue.
See it in action
You say
Generate an oversight pack for the 'Tax-Audit-v2' report. I reviewed the methodology and corrected the depreciation tables, but I didn't check the historical data citations yet.
Your agent does
DECISION TRAIL:
- Depreciation Tables: CHANGED (Reviewer corrected manual errors).
- Methodology: REVIEWED (Accepted as presented).
- Data Citations: NOT REVIEWED.
OPEN GAPS:
- Historical data citations remain unverified.
- Reviewer name and date not provided for sign-off block.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.