2 boosters for "audit-trail" — open source, verified from GitHub, ready to install
Brain in the Fish evaluates documents (essays, policies, contracts, clinical reports, surveys) against evaluation criteria using a panel of AI agents. Each agent's mental state exists as OWL ontology. Scoring is grounded in an Evidence Density Scorer (EDS) that makes hallucination mathematically det
Fixer is an agentic workflow that applies targeted, minimal fixes derived from code and test critiques, generating a traceable fix summary artifact. It benefits developers in CI/CD pipelines who need fast, surgical code corrections without full refactoring.