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consistency-audit

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Flagship intra-paper self-consistency forensics: does the paper contradict ITSELF across abstract/intro/tables/body/appendix, and does the method DESCRIBED match the method EVALUATED? Needs no external ground truth — works PDF-only (L0). Runs a deterministic arithmetic pass + a fresh cross-model semantic pass, every finding span-anchored to the evidence ledger (claims.json), reviewer≠adjudicator. Emits consistency-audit.findings.json; NEVER computes the verdict. Triggers: "consistency audit", "check the paper against itself", "self-consistency", "内部自洽".

skills/consistency-audit/SKILL.md

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Nov 6, 2026
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MIT

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# Consistency Audit — the paper vs itself

Audit intra-paper self-consistency for: **$ARGUMENTS** (requires `claims.json`
from `/evidence-ledger`). Emit span-anchored `consistency-audit.findings.json`;
the deterministic adjudicator — not this skill — computes the verdict.

> 🔒 **Do not wrap this skill in `/loop`, `/schedule`, or `CronCreate`.** It is
> verdict-bearing input — it proposes the findings the deterministic adjudicator
> turns into the report. Re-firing it on a wall-clock timer adds no signal: its
> output changes only when the **paper / ledger** changes, not with the clock.
> Schedule the *external wait that precedes it* — ledger built → audit **once**.
> (Mirrors ARIS's external-cadence doctrine.)

> The flagship instrument. Internal contradiction is the single most defensible
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