brain-in-the-fish
CommunityOntology-driven document evaluation with AI
Authorfabio-rovai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Universal document evaluation engine — evaluate any document against any criteria using cognitively-modelled AI agents with ontology-grounded scoring
Core Features & Use Cases
- Deterministic evidence scoring: each claim is backed by quotes or citations from the document.
- Agent-ontology evaluation: a panel of AI agents maintains state as OWL ontologies to reason about sections and criteria.
- Pipeline orchestration: ingest documents, load criteria, align sections, spawn evaluators, score, debate, and generate a final report.
- Use Case: evaluate policy proposals, clinical reports, or tender responses with transparent justification and auditability.
Quick Start
Provide a sample document and run the full evaluation workflow to generate a score, ontology, and verdict.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: brain-in-the-fish Download link: https://github.com/fabio-rovai/brain-in-the-fish/archive/main.zip#brain-in-the-fish Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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