The autonomous, self-improving AI agent. Single Rust binary. Every channel. Install with: cargo install opencrabs
Hetzner Cloud API client library for the LMRC Stack - production-ready async client with state management, automatic rollback, and IaC features
A versatile Rust project bootstrapping tool - start anywhere, scale anywhere
Adaptive prompting techniques, K-means task clustering, and temperature optimization for the Brainwires Agent Framework
Speech (TTS / STT) provider clients for the Brainwires Agent Framework — Azure Speech, Cartesia, Deepgram, ElevenLabs, Fish Audio, Google TTS, Murf, plus browser-native `web_speech` (wasm32)
Codebase indexing + hybrid retrieval (vector + BM25) for the Brainwires Agent Framework. Includes AST-aware chunking via tree-sitter (12 languages), Git history search, and reranking via spectral diversity / cross-encoder.
Built-in concrete tools for the Brainwires Agent Framework — bash, file_ops, git, web, search, code_exec, semantic_search, browser, email, calendar, system. Built on `brainwires-tool-runtime`.
Tool execution runtime for the Brainwires Agent Framework — executor trait, registry, error taxonomy, sanitization, validation, transactions, smart router, plus optional orchestrator / OAuth / OpenAPI / sandbox / sessions / RAG-tool-search modules
CLI scaffolder + tooling for Reef apps. `cargo reef new my-app` to scaffold; `cargo reef dev` to run; `cargo reef migrate` for DB migrations.
Proc-macro implementations for the `reef` crate. Marker attributes used by `cargo reef db:push` for schema-as-code.
Reef framework runtime — schema-as-code marker attributes (`#[reef::table]`) and Json/Jsonb wrappers.
Web scanner built for actual pentests. Fast, modular, Rust.
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