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    Evidence Integrity Gate

    Evidence Integrity Gate

    by PubsProToolkit

    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.

    Updated Jun 2026
    Security scanned

    $34

    · or 170 credits

    30-day refund guarantee

    Secure checkout via Stripe

    Included in download

    • Final gate before publishing a research summary
    • Quality gate in a multi-agent RAG pipeline
    • file_read automation included
    • Instant install

    Sample input

    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.

    Sample output

    === 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."

    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.

    Use Cases

    • Final gate before publishing a research summary
    • Quality gate in a multi-agent RAG pipeline
    • Auditing AI-drafted docs and READMEs before merge

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    Security Scanned

    Passed automated security review

    Permissions

    Read Files

    File Scopes

    **/*.md
    package.json
    src/**

    Read-only access to the project's source files, docs, and manifests so the gate can verify factual and technical claims (versions, API references, performance figures, code) against ground truth. No writing, no shell, no network.

    Tags

    evidence-integrity
    hallucination
    fact-check
    pre-ship-gate
    quality-gate
    rag
    orchestration

    Best results when the four Evidence Integrity Suite skills are installed (each stage uses its native engine). Runs standalone with inline fallback logic if not.

    Creator

    PubsProToolkit

    PubsProToolkit builds AI agent skills that bring regulated-industry rigor to written output. Created by a CMPP-certified medical writer with a PhD and 10+ years in pharma — covering clinical and scientific publishing, plus evidence-grounded QC for any agent.

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