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Rust CLI Tool
Summary
Clawmark is a Rust command‑line utility that lets AI agents store and retrieve semantic signals about code changes using SQLite. It enables continuity across sessions by allowing agents to save insights as "signals" and later recall them with meaning‑based search, eliminating the need for repeated explanations.
Highlights
- Provides semantic search over agent memory using locally stored SQLite signals.
- Works offline with a BERT model for multilingual embeddings; no external dependencies.
- Simple commands: `clawmark signal` to save context and `clawmark tune` to retrieve by meaning.
- Integrates with existing AI frameworks such as OpenClaw and supports bulk import from files.
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Context
Audience
Developers building or extending AI agents who need persistent, meaning‑based recall of prior reasoning and code insights
DomainAI Agent Memory Management
Formatcommand-line tool
Accessopen source on GitHub
Topics
Related
OpenAI function callingLangChain memory storesSQLite FTS5sentence‑transformers models