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personal-agent-os/memory-systems/agent-os/facts/20260919-214721-project-audit-pipeline-skill-created--.md
2026-10-02 07:10:57 -07:00

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# audit-pipeline skill created (2026-09-18) Three corrections applied to the audi
category: project
tags: audit, hallucination, gate-detection, blind-fact-check, tie-breaking
stored: 20260919-214721
audit-pipeline skill created (2026-09-18)
Three corrections applied to the audit pipeline design after retrorevolution case:
1. Gate detection is SEMANTIC, not lexical — vision_analyze on screenshots + LLM pass over DOM text, not brittle string lists. Catches "Verify your age", "Confirm you are of legal drinking age", CAPTCHA "I'm not a robot".
2. Fact-checker is TRULY blind — fetches URL fresh from scratch with no shared ledger. Different user-agent, alternate network path. Not correlated checking.
3. Tie-breaking verification — third signal (HEAD from different IP, or known-good reference URL) when both agents agree but might both be wrong. Prevents both-agents-miss-the-truth failure mode.
Skill location: skills/audit-pipeline/SKILL.md