Documentation
README
Feed the agent less, not a smarter model
When an agent re-reads the same files into context on every question, the bill scales with repetition, not with difficulty. The structural fix is a queryable index: the agent asks for the two facts it needs instead of swallowing whole files. One published reference point (arXiv:2603.27277, evaluated across 31 real repos, using a knowledge-graph MCP server): ~10x fewer tokens and 2.1x fewer tool calls at 83% answer quality versus file-by-file exploration. Treat those numbers as a ceiling from someone else's benchmark, not a promise; the whole skill is: measure your own drop.
Steps
This is the opening of the README. Read the full README on GitHub.