立意 Lìyì — 意在笔先 · Persistent, reviewable intent specs for AI-assisted codebases
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Updated
Sep 19, 2026 - Rust
立意 Lìyì — 意在笔先 · Persistent, reviewable intent specs for AI-assisted codebases
Version control for intent, not code. Commit the prompts, notes, and decisions behind a codebase, then materialize it on demand. A tiny, git-like CLI in Rust.
👋 Human Intent; acceptance criteria in human words, with permanent ids
Intent embedding system — human text to structured intent vectors for A2A deliberation
The pre-LLM reflex layer for AI agents. library with a live training server, microsecond latency, learns from LLM corrections — System 1 to your LLM's System 2.
Fast Rust library for extracting intent and structured information from sentences written in natural language
To associate your repository with the intent topic, visit your repo's landing page and select "manage topics."