Graft is a CLI that generates a folder of linked markdown files to bridge coding agents to your codebase. It claims to reduce tool calls by 46 percent and token usage by 42 percent compared to cold starts. The graph acts as a local, regenerable cache that updates against the working tree in milliseconds.
It is worth trying if you use Claude Code and want to cut latency without adding a database dependency. The catch is that it relies on LLMs for summaries, so you need a compatible API key. It is not for teams that refuse to run external tools in their dev environment.
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