Evidence Integrity Gate

About this skill

Evidence Integrity Gate is the single control layer that runs your whole evidence suite as one ordered pre-ship gate. Drop in any AI-generated draft and it sequences four specialist checks, then returns one verdict. What it does, in order: grades the sources (ranks every source by type, recency, authority, independence, and corroboration, and resolves conflicts by evidence weight); grounds every claim (labels each claim GROUNDED, INFERRED, WEAK, or UNSUPPORTED against a real source); verifies technical assertions against the actual files (versions, API references, performance figures, and code); and runs an adversarial stress test that hunts the weakest load-bearing claim, overclaims, and missing limitations. The output is one consolidated PASS / REVISE / FAIL report with ranked, blocking fixes. Built for teams that cannot afford hallucinations: research summaries, docs and READMEs, market briefs, RAG answers, release notes, and multi-agent pipeline output. Install it as the last step before anything reaches a human, a customer, or a merge. This gate orchestrates four standalone skills, also sold together as the Evidence Integrity Suite bundle. If you own them, each stage upgrades to its native, best-quality engine; if not, the gate runs proven inline fallback logic so you still get a real ship decision.