What is included
The current release includes 220 published concepts, 43 evidence reviews, 11 decision contexts and 15 reviewed comparisons. A record can link back to its public page, so people and tools can check the explanation and sources behind it.
What the review status means
Some older entries are still waiting for evidence review. We keep that difference visible in the data instead of presenting the whole collection as equally verified.
For assistants and agents
An assistant can use the files to find a relevant concept, compare nearby ideas, check reviewed evidence and point a person back to a readable source page. The data is another view of the same maintained knowledge, not a separate version of the truth.
For researchers and builders
You can use the release for search, educational tools, experiments and integrations that fit the licence. The Research Lab dataset also exposes project stages, study IDs, protocols and next milestones so tools do not confuse a hypothesis with a result.
Download the files
Concept library
Evidence reviews
Decision contexts
Comparisons
Research notes
Monthly research digests
Monthly research digest schema
Research Lab maturity data
Release information
Licence
The current public content follows the licence in the repository. Attribution and non-commercial reuse conditions still apply. Please check the licence before redistributing or adapting the material.
Evidence change history
Use the change log when you need to know not only the current claim, but what recent evidence strengthened, narrowed or extended it.
Stable integration surface
Use the data catalogue for schemas, the release manifest for checksums, and the retrieval-ready package for RAG systems.
Decision skills
The skills layer connects practical capabilities with reviewed bias lenses, decision contexts and exercises. Download decision skills or browse the human-readable skill guides.
Portable Agent Skills
Installable, instruction-only workflows are published in the open Agent Skills format. Download the agent-skill catalog or browse the free marketplace.
Practice data
The Practice Lab distribution exposes the same evidence-linked exercises used on the public practice pages.
Research protocols and reproducible artifacts
The research layer is machine-readable too. Protocols, prompt packs and result schemas are public before project findings are promoted.
AI Judge History protocol JSON
AI Judge History prompt pack
AI Judge History result schema
AI Advice Order preregistration JSON