Graft

Why we included this project

Most coding agents rediscover your repository on each new task, wasting tool calls on grep and file reads. Graft replaces that with a static graph of linked markdown notes, one per system, API, or concept, explaining the codebase the way a senior engineer would. The structural graph is built deterministically with tree-sitter and never calls a model, while the plain-English summaries can be written by any provider under your own key, including a local model or a LiteLLM proxy. Because the graph is just files on disk, there is no database, server, or hot index to keep running, and the CLI wires it into your chosen agent, refreshing it in the background after each turn. Teams working on large, unfamiliar, or multi-repo codebases who want faster, cheaper agent runs without signing up for a hosted service should find this a practical fit.