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AIPOCH Medical Research Skills
AIPOCH Medical Research Skills is a library of reusable instructions for research agents, covering evidence review, protocol design, data analysis and academic writing.
Its SKILL.md files are intended for compatible agents such as Claude Code and Codex. They provide research procedures rather than a standalone medical assistant. Use this as a first read, not a recommendation. Open the original project before trusting details like terms, limits, privacy, cost, setup, or safety.
What it is
Instructions for particular research stages
Choose a skill for literature, methods, analysis or writing instead of using one general research prompt.
Why it stands out
Claim checking alongside research tasks
The collection includes a Paper-to-Claim Verifier for comparing a statement with its cited original papers.
Availability
Public repository of skill files
Install selected instructions into a compatible agent; each workflow has its own inputs and requirements.
Why it matters
What makes it useful
For a manuscript sentence with a citation, the Paper-to-Claim Verifier asks the agent to separate the exact claim, the cited paper and what that paper actually reported. It provides a starting procedure for checking whether the sentence overstates its source.
What to know
Where it fits
The library supplies instructions and reference modules to an existing agent. Its scientific-visualization workflows also cover figures, schematics and SVG diagrams for research communication. For a graphical abstract, the Graphical Abstract Wizard takes a paper abstract and proposes visual elements, their arrangement and art prompts. Those recommendations are a starting plan for illustrating the work, not a finished figure. The agent still needs the relevant papers, software and data; installing a skill does not validate its scientific output.
Notable points
What stands out
The claim-verifier instructions compare population, endpoint, study design and context, not only matching topic words. That lets a researcher distinguish a paper about one population or outcome from a claim extended to another.
Before using
What to review
Read the selected skill's inputs, reference modules and tool requirements before adding it to a workflow.
The claim verifier excludes patient-specific treatment advice and requires identifiable claim or source information.
Check citations and outputs with the scientific, institutional and professional review appropriate to the work.
Reader fit
Who may find it relevant
Researchers and developers assembling evidence, methods or writing workflows inside an existing agent.
People able to assess source material and scientific reasoning; the library is not a patient-care service.
Editorial note
Why LifeHubber lists it
The Paper-to-Claim Verifier includes 'Cannot be verified with the available source material' as an allowed result. A missing paper or incomplete evidence need not become a confident yes or no. That output distinction matters when reviewing a citation trail with gaps.
Source links
Source materials
Reader note
Before relying on this entry
LifeHubber lists entries to help readers inspect AI projects, not to endorse them or prove they are safe, suitable, accurate, maintained, or right for a specific use. We do not verify every entry in depth. Before relying on anything listed, review the original materials, terms, privacy practices, limits, and risks that matter for your situation.
What to explore next
Compare the skills with a research workspace.
The library supplies research procedures to an agent. AIPOCH also offers a workspace that joins projects, files, code execution and tool history around that work.
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