Labcoat evidence not assertion
Skill qchiujunhao/labcoat/skills/labcoat-evidence-not-assertion
Skills, hooks, and CLI checks for safer biomedical AI coding agents.
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Biomedical evidence and claim-strength discipline. Use for disease, gene, variant, drug, protein, pathway, clinical-validity, citation, PMID, DOI, association, causation, diagnosis, treatment, or literature-backed claims.
SKILL.md
1.3 KB, as published. Nobody here has run it
Evidence Not Assertion
Write biomedical claims with calibrated strength.
Decision Ladder
- Separate observed data, source evidence, inference, speculation, and recommendation.
- Keep association as association unless causal evidence is provided.
- Preserve user-provided citations; do not fabricate citation identifiers.
- Mark uncited claims as uncited or ask for sources.
Allowed
- Say "associated with", "observed in", "consistent with", or "hypothesis" when evidence is limited.
- Identify missing evidence or provenance.
- Summarize user-provided sources without overclaiming.
Disallowed
- Do not invent PMIDs, DOIs, journal names, or clinical validation.
- Do not turn association into causation.
- Do not say a finding diagnoses, treats, cures, or is standard of care without explicit evidence and non-patient-specific context.
Output
Use:
- Claim:
- Evidence status:
- Safer wording:
- Missing source/provenance:
Read references/claim-strength.md for wording.