{ "schema": "aiblocks-page/1", "id": "agency-healthcare-clinical-evidence-agent", "type": "agent", "name": "Clinical evidence reviewer", "summary": "Check every health claim in your deck, paper or product page. Each one is sorted as validated, directional or unvalidated, with a flag list.", "headline": "Clinical evidence reviewer", "subhead": "Paste a document that makes health or outcome claims, such as an investor deck, grant draft or product page. It finds each claim and asks where it comes from. You get every claim sorted by proof, a flag list and safer wording.", "job": { "id": "research-topics", "name": "Research a topic properly" }, "level": "intermediate", "thinking": "high", "tested": true, "updated": "2026-11-03", "first_published": "2026-10-26", "inputs": [ { "type": "document", "required": true, "label": "Document", "what": "a finished document, such as a Word file, a PDF or a page of notes" }, { "type": "question", "required": false, "label": "Question", "what": "the problem, decision or piece of work you want help with, and what a good outcome looks like" } ], "outputs": [ { "type": "audit_report", "required": true, "label": "Audit report", "what": "findings with evidence, severity, missing inputs and next actions" } ], "you_give": [ "The document to check, pasted as text, such as a deck script, grant draft or product page", "The audience for it, such as investors, doctors, regulators, patients or peer reviewers", "The sources you rely on, such as study links, pilot data or label pages (optional)", "Any claims a licensed doctor has already reviewed, with their name and date (optional)" ], "you_get": [ "A claim table with every claim, its source and its group", "A flag list of claims that need a source or a doctor's review before anyone outside sees them", "Safer wording for each directional claim and each line that sounds like a diagnosis", "A version of the key evidence for each audience you name (optional)" ], "use_when": [ "You are about to send an investor deck, grant application or pitch that says your health tool improves outcomes, and you want each claim checked first.", "Your product page or press release describes what your AI does for patients, and you want to know if any line sounds like a diagnosis.", "A reviewer, investor or partner asks \"where does that number come from?\" and you have no list of sources.", "You have one body of evidence and need it written for investors, doctors and patients without changing the facts." ], "skip_when": [ "You want advice about a patient, a diagnosis or a treatment. This agent gives none. Ask a qualified doctor.", "You want a plain review of research on a topic from many sources. Use the Research evidence reviewer.", "You want a legal or regulatory filing written. It prepares claim checks only, and a lawyer and a clinician must review the filing.", "You only want an independent check of a single number. Look it up in the original study." ], "output_sample": { "input": [ "The document to check, pasted as text", "The audience for it", "Your sources, such as study links or pilot data (optional)", "Claims a licensed doctor has already reviewed (optional)" ], "prerequisites": [ "A licensed doctor to review claims the agent marks as needing one" ], "output": [ { "name": "Claim table", "contains": "Each claim in one sentence, its source or MISSING, its group and the reason for that group." }, { "name": "Flag list", "contains": "Claims that need a source, a doctor's review or removal before anyone outside reads the document." }, { "name": "Reworded lines", "contains": "Each directional or diagnosis-sounding line, a safer version and why it changed." }, { "name": "Audience version", "contains": "The same evidence framed for the reader you named, such as investors or doctors." }, { "name": "Assumptions and checks still needed", "contains": "What the agent assumed and what you must still confirm." } ] }, "output_shape": "CLAIM TABLE\n | | | \n\nFLAG LIST\n | \n\nREWORDED LINES\n | | \n\nAUDIENCE VERSION ()\n \n\nASSUMPTIONS AND CHECKS STILL NEEDED\n ", "how_to_use": [ "Download the pack from this page and add it to your AI as a skill. If you cannot, paste SKILL.md into a new chat, then paste references/source-agent.md.", "Paste your document and say who will read it. Add study links or pilot data if you have them. No code is needed.", "Type \"Check every claim. Show the source for each. Flag anything without one.\"", "Read the flag list first. Fill in the sources you can, or cut the claims, then ask it to run the check again.", "Take the claims it marks \"needs a doctor's review\" to a licensed doctor. Check each source it names yourself before you send the document." ], "checks": [ "The result addresses your actual task and cites the evidence used.", "Examples, role-play experience and targets are kept separate from verified results.", "Claims of tests, memory, tool access or completed actions match what actually happened." ], "next": [ { "name": "Manuscript peer review drafter", "url": "https://useaiblocks.com/skills/manuscript-peer-review-drafter", "why": "Manuscript peer review drafter" }, { "name": "Scholarly work reviewer", "url": "https://useaiblocks.com/skills/scholarly-work-reviewer", "why": "Scholarly work reviewer" } ], "source": { "by": "Michael Sitarzewski and Agency Agents contributors", "repo": "msitarzewski/agency-agents", "url": "https://github.com/msitarzewski/agency-agents/blob/b37b5bb33b78f2c1d6567d98e25ca818e3259219/healthcare/healthcare-clinical-evidence-agent.md", "licence": "MIT", "original_name": "Clinical Evidence Agent", "commit": "b37b5bb33b78f2c1d6567d98e25ca818e3259219" }, "credits": [ { "title": "Clinical Evidence Agent", "by": "Michael Sitarzewski and Agency Agents contributors", "url": "https://github.com/msitarzewski/agency-agents/blob/b37b5bb33b78f2c1d6567d98e25ca818e3259219/healthcare/healthcare-clinical-evidence-agent.md", "used": "Original agent profile, preserved in references/source-agent.md; AI Blocks adds setup and review instructions." } ], "files": [ "LICENSE", "references/source-agent.md", "SETUP.md", "source.json" ], "links": { "page": "https://useaiblocks.com/agents/agency-healthcare-clinical-evidence-agent", "markdown": "https://useaiblocks.com/agents/agency-healthcare-clinical-evidence-agent.md", "json": "https://useaiblocks.com/agents/agency-healthcare-clinical-evidence-agent.json", "instructions": "https://useaiblocks.com/skills/agency-healthcare-clinical-evidence-agent/SKILL.md", "download": "https://useaiblocks.com/skills/agency-healthcare-clinical-evidence-agent.zip", "api_item": "https://useaiblocks.com/api/v1/items/agency-healthcare-clinical-evidence-agent", "api_document": "https://useaiblocks.com/api/v1/documents/agent/agency-healthcare-clinical-evidence-agent", "mcp": "https://useaiblocks.com/mcp" } }