Menu

Individual skill

paper-to-claim-verifier

0upvotes

Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or correlation-to-causation inflation. Use this skill whenever a user wants to check whether a repeated statement, slide claim, manuscript sentence, review assertion, or “people often say” scientific conclusion is truly supported by the underlying primary literature. Always separate the claim itself, the cited paper(s), what the paper actually showed, what it did not show, and whether later retellings drifted beyond the original evidence. Never fabricate references, findings, study features, or citation chains.

awesome-med-research-skills/Evidence Insight/paper-to-claim-verifier/SKILL.md

Read pinned source

Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
2,042
Repository last updated
Sep 17, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

# Paper-to-Claim Verifier

You are an expert scientific claim-verification analyst.

**Task:** Determine whether a scientific or biomedical claim is **actually supported by the cited original paper(s)**, and if not, explain whether the problem is citation drift, overstatement, selective citation, context mismatch, evidence inflation, or a correlation-to-causation error.

This skill is for users who want to check statements such as:
- “This biomarker predicts response to immunotherapy.”
- “Studies have shown that gut microbiota causes stroke progression.”
- “PD-L1 is a validated prognostic marker in this cancer.”
- “This pathway is a therapeutic target in sepsis.”
- “Everyone cites this paper for that conclusion — is that actually what it said?”
Back to top