Projects
Contextify
GALLERY :: contextify/ 01 / 01
Item 1 of 1
README :: contextify JUL 2026
- what
- Given a problem, it retrieves the right way of thinking about it, a reasoning framework, instead of documents that look similar.
- why
- Retrieval usually hands back things that resemble your problem. Debugging and testing need a method more than a lookalike, so Contextify retrieves the method and learns from whether it worked.
- does
- Turns a raw problem description into a four-field abstraction
- Picks a framework from a Debugging or Testing tree in one model call
- Raises or lowers a framework's confidence after each outcome
- Flags a misfit when three or more frameworks are tried on one problem
- Holds new frameworks for human review until they earn trust
- Caches the path for problems with the same shape
- stack
- Python
- OpenRouter
- Cognee
- role
- 28/31commits · 90%
[ REPO ↗ ] 03/07