Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+22 more

    Evidence Integrity Gate

    1

    Runs an ordered evidence-integrity gate over any AI draft — grade sources, ground claims, verify technical assertions, stress-test — then returns one PASS/REVISE/FAIL ship decision.

    $24

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    2 installsSecurity scanned
    Evidence Integrity Gate

    Evidence Integrity Gate

    Example session with this skill installed

    Run the evidence integrity gate on this release note before I publish it. DRAFT: "Our new API eliminates latency and guarantees 100% uptime. It supports Node 16 and is 3x faster than v1." SOURCES: docs/api-reference.md, package.json, bench/results.json.

    • Read your context and instructions
    • Compiled the evidence integrity gate

    === EVIDENCE INTEGRITY GATE ===
    Draft: release-note.md | Sources provided: 3 | Files checked: 3

    VERDICT: FAIL

    BLOCKING ISSUES (must fix before ship):

    • UNSUPPORTED: "guarantees 100% uptime" — no source supports this -> remove or qualify

    • CRITICAL: "supports Node 16" — package.json engines requires >=18.0.0 -> fix version claim

    • Stage 1 SOURCE LEDGER: 3 sources (2 RELY, 1 CORROBORATE, 0 AVOID)

    • Stage 2 SUBSTANTIATION: 4 claims (1 GROUNDED, 1 INFERRED, 0 WEAK, 1 UNSUPPORTED)

    • Stage 3 VERIFICATION: 1 CRITICAL, 1 WARNING ("3x faster" cites no benchmark) -> FAIL

    • Stage 4 STRESS TEST: Weakest point: "eliminates latency" overclaim -> REVISE

    TOP 3 FIXES, RANKED:

    1. Correct the Node version to >=18 (CRITICAL mismatch).
    2. Remove the 100% uptime guarantee or cite an SLA.
    3. Soften "eliminates latency" to "reduces average latency" and cite bench/results.json for "3x faster."
    release-note.md

    Connects securely to your tools. The creator never sees your data.

    What you get

    Final gate before publishing a research summaryQuality gate in a multi-agent RAG pipelineAuditing AI-drafted docs and READMEs before merge

    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.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Verified clean 3 months ago

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    Listed3 months ago
    Updated2 days ago

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