Skills · Found in a collection
paper-to-claim-verifier
“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.” (the skill's description, quoted from its SKILL.md)
Found on: AIPOCH, Medical Research Skills, github.com/aipoch/medical-research-skills (MIT), version 686e09d of 17 September 2026, read 14 October 2026
AIPOCH's skill
AIPOCH wrote this skill for AI assistants that read SKILL.md files, such as Claude Code and Codex, and keeps it in Medical Research Skills on GitHub; the collection also has an install script for OpenClaw. e2er lists it in Skills so that it can be found next to e2er's own skills; its files stay in AIPOCH's repository.
- Folder
- awesome-med-research-skills/Evidence Insight/paper-to-claim-verifier
- Category
- Evidence Insight
- Licence
- MIT, as its SKILL.md states
- Files
- SKILL.md and 10 other files
AIPOCH's own audit
AIPOCH's own audit: Production Ready
89 of 100 points in the MedSkillAudit report of 22 April 2026 (skill-auditor@1.0), which AIPOCH keeps in the skill's folder: eval_report_paper-to-claim-verifier_result.json.
MedSkillAudit is AIPOCH's framework for auditing its medical research skills (skill-auditor). The grade is AIPOCH's assessment of its own skill. e2er has not evaluated this skill.
Can e2er use it?
Not by default: no e2er specialist reads it. e2er's specialists read skills that are single Markdown files, e2er's own and the packs from the RISE catalogue that e2er skills install fetches, and AIPOCH's collection is not in that catalogue.
A specialist can read this skill's instructions if you save its SKILL.md as ~/.e2er/skills/aipoch/paper-to-claim-verifier.md and name it under [skills] in a template:
[skills]
<specialist> = ["aipoch/paper-to-claim-verifier"]e2er then reads that one file as text, and the study's dossier lists the skill as aipoch/paper-to-claim-verifier, which leads back to this page. The folder's 10 other files stay unread.
In Claude Code, Codex or OpenClaw, add the whole folder as the collection's README describes.
More Evidence Insight skills in Medical Research Skills
Description
Data model- Discipline
- Biomedical
- Method family
- not specified
- Design
- not specified
- Research stage
- Literature synthesis
- Authors
- none: the source is cited on this page
- Usage
- not used in published research yet
- Source
- Found on a list or in a collection · aipoch/medical-research-skills · @686e09dfdb45d9fa1a08664f06bb93769b3c9d91
- Record
- skill:aipoch/paper-to-claim-verifier · JSON
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