An open-source, local-first, model-agnostic AI research workbench for reproducible scientific discovery. Runs on your own computer. Create a project, describe a task in plain language, and let the agent read files, run Python and R, search the web, and call scientific data connectors — returning reports, tables and figures linked to an inspectable activity history.
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Open Science handles workflow execution and orchestration, while medical research Skills define the domain knowledge and execution logic — audited before anything ships.
Open Science is an open-source, model-agnostic AI workbench for scientific discovery. Create a project, describe a task in plain language, and let the agent read files, run code, search the web, call scientific data connectors, and return reports, tables, figures, and an inspectable activity history in one workspace.
Open Science is an open-source, model-agnostic AI workbench for scientific discovery. Create a project, describe a task in plain language, and let the agent read files, run code, search the web, call scientific data connectors, and return reports, tables, figures, and an inspectable activity history in one workspace.
Persistent notebook kernels (Python, R, REPL) and a shared terminal hold state across a session. Every action is visible, gated by your approval, and open to review.
plan.md · drafted by the agent · awaiting your approval
Compare the treatment and control arms in cohort.csv, adjusting for baseline covariates, and export the tables and figures the report needs.
cohort.csv, check the schema, flag missing values.AIPOCH maintains a curated, open library of 550+ reusable medical research skills you can call the moment you need them — spanning the four areas most research turns actually pass through.
Literature synthesis, appraisal, and meta-analysis workflows.
Study protocols, endpoints, and statistical analysis plans.
Cleaning, modelling, and reproducible statistical pipelines.
Manuscripts, figures, and citation-grade reporting.
Works with the agents you already use
Add the full library to your agent · one command
A skill is only as trustworthy as the review behind it. MedSkillAudit is a domain-specific audit framework that decides whether a medical research agent skill is release-ready before deployment — governing scientific integrity, methodological soundness, reproducibility, and safety boundaries that general-purpose evaluation misses.
Assigned alongside the release disposition for every audited skill.
Raised when a skill breaches scientific integrity or safety boundaries.
What you install is what has already passed review.
Bring your curiosity — see what an open research harness makes possible. Describe a task, and let the agent do the work while you keep every action in view.
All content on this site is provided for the sole purpose of assisting scientific research only, is not intended for clinical use in any way, and is not a substitute for professional opinion. If you rely on them in ways that could affect your significant interests, you must first have them reviewed and validated by a qualified professional.