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Agent skill

Openevidence Core Workflow B

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Audit an OpenEvidence answer’s EvidenceGrade, citations, and applicability before it informs clinical work.

MITAuto-check passedResearch & Science

Install Openevidence Core Workflow B

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-core-workflow-b -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-core-workflow-b --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/openevidence-core-workflow-b .claude/skills/openevidence-core-workflow-b && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
openevidence-core-workflow-b
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
455 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Audit an OpenEvidence answer’s EvidenceGrade, citations, and applicability before it informs clinical work.

  • Works in 6 steps: List each material claim that could… → Capture the displayed EvidenceGrade and… → Open the supporting citations and map… → …
  • Working with OpenEvidence in a healthcare organization
  • SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Openevidence Core Workflow B is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit 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.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use

It sits in Research & Science, covering Citation management. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Working with OpenEvidence in a healthcare organization
  • With openevidence core workflow b
  • OpenEvidence citations
  • A matching workflow request

Example prompts

  • “openevidence core workflow b”
  • “OpenEvidence citations”
  • “/openevidence-core-workflow-b”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. List each material claim that could change diagnosis, treatment, safety, documentation, or patient communication.
  2. Capture the displayed EvidenceGrade and any caveats without treating the grade as the conclusion.
  3. Open the supporting citations and map each claim to the exact source or mark it unsupported.
  4. Check guideline authority, publication date, study population, intervention, comparator, outcomes, and limitations.
  5. Identify disagreements, indirectness, missing subgroups, or newer evidence that alters applicability.
  6. Return a clinician-review table with supported, uncertain, contradicted, and not-assessed claims.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • WebFetch
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • openevidence.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use

    From compatibility in the SKILL.md frontmatter.

Context cost

Openevidence Core Workflow B loads about 1.1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 455 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 455 words, ~1,150 tokens.

Download SKILL.mdSave it as .claude/skills/openevidence-core-workflow-b/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
openevidence-core-workflow-b
description
Audit 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.
allowed-tools
Read, Glob, Grep, WebFetch, Write, Edit
compatibility
Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
argument-hint
[response-or-notes-path] [review-question]
version
1.14.0
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, openevidence, citations, evidence-grade
model
inherit
effort
high

OpenEvidence EvidenceGrade and Citation 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

  1. List each material claim that could change diagnosis, treatment, safety, documentation, or patient communication.
  2. Capture the displayed EvidenceGrade and any caveats without treating the grade as the conclusion.
  3. Open the supporting citations and map each claim to the exact source or mark it unsupported.
  4. Check guideline authority, publication date, study population, intervention, comparator, outcomes, and limitations.
  5. Identify disagreements, indirectness, missing subgroups, or newer evidence that alters applicability.
  6. Return a clinician-review table with supported, uncertain, contradicted, and not-assessed claims.
Show full SKILL.md (174 more words)Show less

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

ConditionResponse
Citation unavailableMark the linked claim unverified; do not rely on a summary alone.
Grade missingContinue source-level review and state that no grade was available.
Source is indirectDescribe 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:

text
response=de-identified excerpt; decision=screening interval; review=all material claims

Expected handoff:

text
claims=6; supported=4; uncertain=2; grade=recorded; clinician-signoff=required

Resources

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/openevidence-core-workflow-b of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Openevidence Core Workflow B next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Openevidence Core Workflow B compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Openevidence Core Workflow B this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
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Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
NetworkxzLanqing/codex-claude-academic-skills4.7k15 repos~3.2kAutomated safety check: PassBSD-3-Clause
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence

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Categories

Questions about Openevidence Core Workflow B

What does Openevidence Core Workflow B do?

Audit an OpenEvidence answer’s EvidenceGrade, citations, and applicability before it informs clinical work. Openevidence Core Workflow B is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit an OpenEvidence answer’s EvidenceGrade, citations, and applicability before it informs clinical work.

When should I use Openevidence Core Workflow B?

Openevidence Core Workflow B fits situations like: working with OpenEvidence in a healthcare organization; with openevidence core workflow b; openEvidence citations; A matching workflow request.

How do I install Openevidence Core Workflow B in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-core-workflow-b -a claude-code`. Or copy the skill folder (skills/.curated/openevidence-core-workflow-b in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/openevidence-core-workflow-b in your project. Claude Code loads it when a task matches its description.

How do I install Openevidence Core Workflow B in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-core-workflow-b -a codex`. Or copy the skill folder (skills/.curated/openevidence-core-workflow-b in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/openevidence-core-workflow-b in your project. Codex loads it when a task matches its description.

Can I use Openevidence Core Workflow B in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-core-workflow-b -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openevidence-core-workflow-b, .gemini/skills/openevidence-core-workflow-b, .github/skills/openevidence-core-workflow-b and .opencode/skills/openevidence-core-workflow-b in your project.

What does Openevidence Core Workflow B need to run?

SKILL.md names no scripts, command-line tools or credentials: Openevidence Core Workflow B is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use.

Does Openevidence Core Workflow B access the network?

SKILL.md names 1 domain. As links in the text: openevidence.com. This is read from the text; nothing was executed.

Is Openevidence Core Workflow B safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Openevidence Core Workflow B use?

Openevidence Core Workflow B is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Openevidence Core Workflow B use?

About 1.1k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 641 tokens, read only when the agent opens those files.

What are the alternatives to Openevidence Core Workflow B?

Skills that share tags, products or a category with Openevidence Core Workflow B: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Openevidence Core Workflow B?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.