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receipts-audit

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Audit any document against its own sources — every factual claim extracted and graded as evidenced, partially evidenced, unsupported, or contradicted, with the exact source line that supports or fails it. Use when asked to fact-check a document against its sources, check whether a report's claims are backed up, verify a deck against the data, or ask 'does this doc have receipts?'. Produces a claim ledger, unsupported claims ranked by load-bearingness, a fix-or-drop call per claim, and an honesty score with stated method.

skills/receipts-audit/SKILL.md

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Last checked
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Nov 10, 2026
License
MIT

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# Receipts Audit Skill

A document earns trust one sourced claim at a time. This skill takes a document plus the evidence behind it, extracts every factual claim, and grades each strictly against the provided sources — never against plausibility. The output is a claim ledger, a ranked list of the unsupported claims that matter most, and an honesty score whose method is shown, not asserted.

## What This Skill Produces

- A numbered claim ledger: every factual claim, its grade, and the specific source line that supports or fails it
- Unsupported and contradicted claims ranked by how load-bearing they are to the document's argument
- A fix-or-drop recommendation per failing claim, with rewritten wording where a fix exists
- An honesty score (0–100) with the calculation method stated in the artifact

## Required Inputs

Ask for these if not provided:
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