domains / families / research / paper-claim-audit

paper-claim-audit

authentic

Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says \"审查论文数据\", \"check paper claims\", \"verify numbers\", \"论文数字核对\", or before submission to ensure paper-to-evidence fidelity.

When to use

• verify numbers
• check paper claims
• paper-to-evidence fidelity
• audit quantitative claims
• trace claims to raw evidence

When not to use

• experiment code honesty
• scientific support for claims
• executor summaries
• conversation history
• prior audit results

Skill page

Source