v0.1.0 — first public release
The local-first brain for coding agents: per-project memory, task-tier workflow routing, and lossless context compression.
Note: the savings figure originally quoted here (55.8%) measured only sizable blocks (≥400 chars). v0.1.1 corrects the measurement to count every tool-result token: 49.3% all-inclusive on 3.49M real tokens. Use v0.1.1+.
Highlights
- 25 MCP tools — learnings + session handoffs, knowledge graph (imports/exports/blast-radius), tier classifier with a self-healing false-positive loop, on-demand skills engine, guardrailed agent generation, shared team board, context-window meter, explicit optimize/retrieve.
- LLM proxy (
knitbrain-proxy) — compresses requests on the wire: rolling window, cross-turn dedup, directive kept verbatim, cache-stable prefix. Anthropic + OpenAI protocols. - Structure-preserving compression — JSON keeps its schema, code keeps its signatures (tree-sitter AST), logs collapse to templates, prose keeps its opening and conclusion.
- Lossless by construction — every elision carries a content-addressed
⟨ccr:hash⟩; byte-exact original one retrieve away. Never-expand guard enforced by tests. - Self-healing — TOIN backs off over-retrieved compression kinds; classifier recalibrates after 3 wrong-verdict votes.
- Live dashboard at 127.0.0.1:8790. Local-first: nothing leaves your machine.