ai-judge
Local-first multi-model AI jury system with v3.3 fixed persona seats, evidence tracing, and dissent. Query 9 AI seats, score claims with auditable functions, detect bluff risk and echo-chamber consensus, profile cognitive proxy signals, render reasoning trees, and keep final authority with the human.
Resources
23Install
npx skillscat add reguorier/ai-judge Install via the SkillsCat registry.
SKILL.md
AI Judge — Skill Package
What This Skill Does
Installs the AI Judge multi-model deliberation system as a Hermes-compatible skill. Once installed, you can:
ai-judge jury --question "..."— Create a jury session with 9 AI seatsai-judge collect --run latest— Collect independent answers from all seatsai-judge verdict --run latest— Generate auditable verdict with evidence scoringai-judge reflect --date YYYY-MM-DD— Daily performance reflectionai-judge score-v2 --demo— Run the public v2 scoring-engine demoai-judge neuro-profile --demo— Run the v3.1 cognitive proxy demoai-judge hard-truth --demo— Preview L0-L4 judgment-first feedbackai-judge v3-pipeline --demo— Run the full v3.1 pipelineai-judge v3.2-pipeline --demo— Run evidence + dissent + reasoning-tree demoai-judge seats --list— Inspect the 9 fixed COUNCIL-004 persona seatsai-judge trace --demo— Detect shared citation sources across model seats
Installation
# Install via pip
pip install -e .
# Or via Docker
docker pull ghcr.io/reguorier/ai-judge:latestRequirements
- macOS (required for desktop app bridges)
- Python 3.11+
- Google Chrome with remote debugging enabled (port 9223)
- Active License Key for production use
Quick Test
ai-judge license status
ai-judge --help
ai-judge v3-pipeline --demo
ai-judge v3.2-pipeline --demo
ai-judge seats --list
ai-judge trace --demoOpen-Core Boundary
This skill package contains the public open-core layer:
| Included (Public) | Not Included (Paid Core) |
|---|---|
| CLI surface, packaging, and v2/v3/v3.2/v3.3 demos | Production collector engine |
| v2 formula engine, v3 cognitive proxy demos, v3.2 evidence/dissent demo, COUNCIL-004 persona/trace tools | Production browser/CDP orchestration |
| macOS bridge source code | Managed scoring service/runtime |
| Public documentation and schemas | SaaS license server |
| TypeScript UI components and Rust reference engine | Managed desktop app distribution |
| Docker entrypoint and compose | Team/enterprise integrations |
| BSL 1.1 license terms | Support/SLA layer |
| Prompt templates | Hosted deployment tooling |
Production commands (jury, collect, verdict, reflect) require the paid ai-judge-core package.