first-tree-ai/
first-tree-legacy
A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive.
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A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive.
Compiles AI agent traces and truns them into reusable context.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.