OpenEvidence EvidenceGrade and Citation Review
SkillDev toolsAudit an OpenEvidence answer’s EvidenceGrade, citations, and applicability before it informs clinical work. Use when working with OpenEvidence in a healthcare organization. Trigger with "openevidence core workflow b", "OpenEvidence citations", or a matching workflow request.
Use OpenEvidence EvidenceGrade and Citation Review in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add OpenEvidence EvidenceGrade and Citation Review and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the OpenEvidence EvidenceGrade and Citation Review skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by jeremylongshore/tons-of-skills-marketplace in skills/.curated/openevidence-core-workflow-b/SKILL.md and read by Ahel’s review.
Overview
Treat the displayed grade as a navigation aid, then perform a source-level review of every material claim. Keep inputs minimal, separate observed facts from assumptions, and leave consequential decisions with the named accountable owner.
Prerequisites
- A clearly bounded workflow, accountable clinical owner, and organizational policy
- Current first-party OpenEvidence documentation and applicable institution agreements
- Synthetic or properly authorized minimum-necessary data
Tool Discipline
Use Read, Glob, and Grep to inspect supplied policies, plans, and evidence. Use WebFetch only for current first-party OpenEvidence documentation. Use Write or Edit only when the user requests a named deliverable with an approved destination. Never expose credentials, PHI, recordings, or unrestricted environment output.
Current Contract
- The official user guide documents lettered EvidenceGrade output and links to its methodology.
- A grade summarizes evidence strength; it is not a patient-specific recommendation or correctness guarantee.
- Citation review must consider source type, date, population, outcome, and fit to the decision.
Authentication
Use only the official OpenEvidence web/mobile sign-in or an institution-approved access path. Do not invent API keys, OAuth clients, SDK credentials, service accounts, or private endpoints. Never ask a user to reveal a password, session token, cookie, or recovery code.
Instructions
- List each material claim that could change diagnosis, treatment, safety, documentation, or patient communication.
- Capture the displayed EvidenceGrade and any caveats without treating the grade as the conclusion.
- Open the supporting citations and map each claim to the exact source or mark it unsupported.
- Check guideline authority, publication date, study population, intervention, comparator, outcomes, and limitations.
- Identify disagreements, indirectness, missing subgroups, or newer evidence that alters applicability.
- Return a clinician-review table with supported, uncertain, contradicted, and not-assessed claims.
Approval Boundaries
Do not create or share accounts; change access, roles, agreements, consent, retention, or security settings; enter PHI; record a conversation; copy content into another system; contact a patient; make a diagnosis or treatment decision; submit billing; transmit a support packet; run a production pilot; or represent vendor capabilities without explicit approval from the accountable owner. A qualified professional remains responsible for clinical decisions.
Output
Return scope, current first-party evidence and date, data classification, workflow or findings, citations reviewed, assumptions rejected, clinical and governance owners, approval state, unresolved risk, and the exact next action. Redact patient and credential data.
Error Handling
| Condition | Response |
|---|---|
| Citation unavailable | Mark the linked claim unverified; do not rely on a summary alone. |
| Grade missing | Continue source-level review and state that no grade was available. |
| Source is indirect | Describe the inference and require clinical judgment. |
Examples
This compact example shows the minimum reviewable handoff; adapt fields to the approved workflow without adding sensitive data.
Input:
response=de-identified excerpt; decision=screening interval; review=all material claims
Expected handoff:
claims=6; supported=4; uncertain=2; grade=recorded; clinician-signoff=required
Resources
Signals
- GitHub stars
- 3k
- Forks
- 415
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
openevidence-core-workflow-b- Source
- github.com/jeremylongshore/tons-of-skills-marketplace