Source Triangulation
mohitagw15856/pm-claude-skills
Verify a claim before repeating it — the independent-sources test (three citations of one press release is one source), the provenance trace to the original, and the confidence grading that…
A skill your agent uses to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press…
Install Biomedical Claim Checker
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checker --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .claude/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.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/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .claude/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checkerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .agents/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .agents/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .cursor/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .cursor/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hh-health-AI/healthcare-equity.git --path plugins/hh-health-ai-research/skills/biomedical-claim-checker--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .gemini/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .gemini/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checkerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .github/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .github/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hh-health-AI/healthcare-equity biomedical-claim-checker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/hh-health-ai-research/skills/biomedical-claim-checker .opencode/skills/biomedical-claim-checker && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "biomedical-claim-checker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/biomedical-claim-checker into .opencode/skills/biomedical-claim-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biomedical-claim-checker", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
biomedical-claim-checker- GitHub stars
- 101
- Token cost
- ~741 tokens
- SKILL.md length
- 343 words
- Files
- 6 (incl. references)
- Skills in repo
- 72
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press…
- Works in 7 steps: Break the supplied text into atomic,… → Resolve each PMID, DOI or other… → Compare population, intervention/dose,… → …
- Audit whether medical
- SKILL.md covers Workflow, Decision rule and Shared controls and output
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Biomedical Claim Checker is an agent skill from hh-health-AI/healthcare-equity. Use to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press release. Evaluate source validity and entailment, not just identifier existence.
Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/connector-routing.md` and `references/evidence-brief.md`).
It sits in Writing & Content, covering Copywriting and Citation management. The repository describes itself as: Synthesis engine for buy-side healthcare equity research. The licence is MIT.
When your agent uses it
- Audit whether medical
- Scientific claims are supported by their citations
- Verify references
- Assess AI-generated biomedical text
Example prompts
- “/biomedical-claim-checker”
Requirements
- Python 3
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Break the supplied text into atomic, checkable claims while preserving original wording, qualifiers and context. Keep separate claims…
- Resolve each PMID, DOI or other reference. Verify title, authors, year, document type and population, and inspect relevant correction or…
- Compare population, intervention/dose, comparator, endpoint, timepoint, effect measure, direction, magnitude and stated certainty with the…
- Search for material contradictory or qualifying primary evidence. Record the search boundary. Do not silently replace an incorrect…
- Assign one transparent assessment: supported, partially-supported, unsupported, contradicted or unverifiable. Supported means the…
- Provide a claim audit with original text, citation identity, short passage/locator, assessment, rationale, missing evidence and proposed…
- Summarize the consequential corrections without implying that structural validation or a successful lookup proves truth. An optional…
What it can do on your machine
Read from SKILL.md and the folder at commit 6c7bda8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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
No URLs in SKILL.md.
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.
Context cost
Biomedical Claim Checker loads about 741 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 343 words of instructions outside code blocks.
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 hh-health-AI/healthcare-equity at commit 6c7bda8, republished under its MIT licence (© hh-health-AI). 343 words, ~741 tokens.
Download SKILL.mdSave it as
.claude/skills/biomedical-claim-checker/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- biomedical-claim-checker
- description
- Use to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press release. Evaluate source validity and entailment, not just identifier existence.
Biomedical Claim Checker
Workflow
- Break the supplied text into atomic, checkable claims while preserving original wording, qualifiers and context. Keep separate claims separate even when they share a reference.
- Resolve each PMID, DOI or other reference. Verify title, authors, year, document type and population, and inspect relevant correction or retraction notices when accessible. Read the cited passage, table or figure; metadata alone is insufficient.
- Compare population, intervention/dose, comparator, endpoint, timepoint, effect measure, direction, magnitude and stated certainty with the claim. Distinguish association, causal evidence, model prediction and opinion. A technically true observation may still fail to support a broader generalization.
- Search for material contradictory or qualifying primary evidence. Record the search boundary. Do not silently replace an incorrect citation with a different paper and label the original citation correct.
- Assign one transparent assessment: supported, partially-supported, unsupported, contradicted or unverifiable. Supported means the inspected source supports the bounded claim, not that all evidence agrees. Unsupported means the inspected evidence does not substantiate it; contradicted requires actual contrary evidence. Inaccessible necessary text is unverifiable or partially verified, not a confident pass.
- Provide a claim audit with original text, citation identity, short passage/locator, assessment, rationale, missing evidence and proposed corrected wording. Separate source validity from claim entailment. Preserve uncertainty and unresolved disagreement.
- Summarize the consequential corrections without implying that structural validation or a successful lookup proves truth. An optional upstream CLI can format/validate an already appraised packet; it is not supplied by this plugin and does not replace reading.
Decision rule
Use the narrowest defensible wording. Where a press release overstates a subgroup or exploratory result, retain the observable result but remove unwarranted certainty or generalization. Do not infer intent, fraud or misconduct merely because the wording is unsupported.
Shared controls and output
Read evidence controls before executing this workflow and use the connector map for source selection. Use the evidence brief when producing investment-related evidence. The workflows use the host's available tools; upstream Python utilities and the local MCP server are not included or deployed by this plugin.
© hh-health-AI, 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 5 other files (references) in plugins/hh-health-ai-research/skills/biomedical-claim-checker of hh-health-AI/healthcare-equity.
- SKILL.md
- agents/openai.yaml
- references/connector-routing.md
- references/evidence-brief.md
- references/evidence-controls.md
- references/source-notes.md
Open the folder on GitHubat commit 6c7bda8
Compare with similar skills
Biomedical Claim Checker 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Biomedical Claim Checker this skillhh-health-AI/healthcare-equity | 101 | — | ~741 | Automated safety check: Pass | MIT | |
| Source Triangulationmohitagw15856/pm-claude-skills | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Fact Checkelvisun/newsjack | 1.5k | — | ~5.6k | Automated safety check: Pass | MIT | |
| Content Researchnicepkg/ai-workflow | 285 | — | ~3.7k | Automated safety check: Pass | MIT | |
| Slackbot Builderswyxio/skills | 176 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Humanities Writing Companiontizzy916/humanities-writing-companion | 436 | — | ~3.4k | Automated safety check: Pass | CC-BY-NC-4.0 |
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Related
Categories
Questions about Biomedical Claim Checker
What does Biomedical Claim Checker do?
A skill your agent uses to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press…. Biomedical Claim Checker is an agent skill from hh-health-AI/healthcare-equity. Use to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press release.
When should I use Biomedical Claim Checker?
Biomedical Claim Checker fits situations like: audit whether medical; scientific claims are supported by their citations; verify references; assess AI-generated biomedical text.
How do I install Biomedical Claim Checker in Claude Code?
Run `npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a claude-code`. Or copy the skill folder (plugins/hh-health-ai-research/skills/biomedical-claim-checker in hh-health-AI/healthcare-equity) into .claude/skills/biomedical-claim-checker in your project. Claude Code loads it when a task matches its description.
How do I install Biomedical Claim Checker in Codex?
Run `npx skills add hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a codex`. Or copy the skill folder (plugins/hh-health-ai-research/skills/biomedical-claim-checker in hh-health-AI/healthcare-equity) into .agents/skills/biomedical-claim-checker in your project. Codex loads it when a task matches its description.
Can I use Biomedical Claim Checker 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 hh-health-AI/healthcare-equity --skill biomedical-claim-checker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/biomedical-claim-checker, .gemini/skills/biomedical-claim-checker, .github/skills/biomedical-claim-checker and .opencode/skills/biomedical-claim-checker in your project.
What does Biomedical Claim Checker need to run?
SKILL.md names no scripts, command-line tools or credentials: Biomedical Claim Checker is instructions for the agent only. Our summary lists: Python 3.
Does Biomedical Claim Checker access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Biomedical Claim Checker 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 Biomedical Claim Checker use?
Biomedical Claim Checker is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Biomedical Claim Checker use?
About 741 tokens (SKILL.md is roughly 3k 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 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Biomedical Claim Checker?
Skills that share tags, products or a category with Biomedical Claim Checker: Source Triangulation (mohitagw15856/pm-claude-skills, 1.4k stars), Fact Check (elvisun/newsjack, 1.5k stars), Content Research (nicepkg/ai-workflow, 285 stars) and Slackbot Builder (swyxio/skills, 176 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Biomedical Claim Checker?
hh-health-AI (a GitHub user) maintains it in hh-health-AI/healthcare-equity, which has 101 GitHub stars. The repository holds 72 skills in this directory. The repository was last updated on October 8, 2026.
Source: hh-health-AI/healthcare-equity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.