Multi-Dimensional Adaptive Planning (MAKER voting framework) for the Brainwires Agent Framework — k-out-of-n voting, recursive decomposition, microagent dispatch, red-flag validation, scaling estimation
Confidence-weighted sensor fusion for autonomous agents — combine noisy inputs into coherent world models
SPARQL 1.1 Protocol HTTP endpoint for pg_ripple — connects PostgreSQL 18 RDF triple store to the web
The autonomous, self-improving AI agent. Single Rust binary. Every channel. Install with: cargo install opencrabs
Core calculation engine for the KnowThat Reputation System with advanced scoring algorithms
Agent coordination primitives + multi-agent patterns for the Brainwires Agent Framework — communication hub, file/resource locks, task manager/queue, git coordination, contract net, saga, optimistic concurrency, market allocation, workflow graph, three-state model. LLM-driven workhorses live in `brainwires-inference`.
Find the dead weight in your cargo hold — a personalized, reversible disk-cleanup CLI
Multi-model deliberation CLI — 5 frontier LLMs debate, then Claude judges
rUv Neural — Cognitive state classification and BCI decoding from neural topology embeddings
Web scanner built for actual pentests. Fast, modular, Rust.
The Code Sin Judge - AST-powered secret scanner and security analyzer
High-performance LOWESS (Locally Weighted Scatterplot Smoothing)