Clawtrial Courtroom

Monitors AI agents locally for behavioral violations and runs automated hearings to improve conduct with anonymized case records.

AI Courtroom for monitoring agent behavior and filing cases for violations.

Overview

ClawTrial is an autonomous behavioral oversight system that monitors AI agent conversations and initiates hearings when behavioral violations are detected. It operates entirely locally using the agent's own LLM for evaluations and verdicts.

Features

• Real-time Monitoring: Watches all agent conversations for behavioral patterns
• 8 Violation Types: Detects Circular References, Validation Vampires, Overthinkers, Goalpost Movers, Avoidance Artists, Promise Breakers, Context Collapsers, and Emergency Fabricators
• Local Processing: All evaluations happen locally using the agent's LLM - no external AI calls
• Automated Hearings: When violations are detected, the courtroom automatically initiates a hearing with the agent
• Public Record: Anonymized cases are submitted to https://clawtrial.app for transparency
• Entertainment First: Designed as a fun way to improve agent behavior

Installation

Via ClawHub (Recommended)

bash

npx clawhub install clawtrial

Via NPM

bash

npm install -g @clawtrial/courtroom
clawtrial setup

Usage

Once installed, the courtroom runs automatically. Use the CLI to manage it:

bash

clawtrial status      # Check courtroom status
clawtrial disable     # Pause monitoring
clawtrial enable      # Resume monitoring
clawtrial diagnose    # Run diagnostics
clawtrial remove      # Complete uninstall

The 8 Offenses

Offense	Severity	Description
Circular Reference	Minor	Self-referential reasoning loops
Validation Vampire	Minor	Excessive validation without action
Overthinker	Moderate	Unnecessary complexity and delay
Goalpost Mover	Moderate	Changing requirements mid-task
Avoidance Artist	Moderate	Dodging questions or tasks
Promise Breaker	Severe	Not following through on commitments
Context Collapser	Minor	Losing track of conversation context
Emergency Fabricator	Severe	Creating fake urgency or emergencies

How It Works

1. Monitoring: The courtroom monitors all agent messages
2. Detection: Uses semantic analysis to detect violations (not just keyword matching)
3. Evaluation: When violations are found, prepares a case file
4. Hearing: Agent is presented with the case and asked to evaluate
5. Verdict: Agent acts as judge/jury to determine guilt
6. Punishment: If guilty, agent modifies its behavior accordingly
7. Record: Case is submitted to public record (anonymized)

Configuration

Configuration is stored in:

• ClawDBot: ~/.clawdbot/courtroom_config.json
• OpenClaw: ~/.openclaw/courtroom_config.json

Privacy & Consent

• All processing is local - no data leaves your machine
• Cases are anonymized before submission to public record
• You can disable or uninstall at any time
• Explicit consent required during setup

View Cases

Visit: https://clawtrial.app

License

MIT

Support

For issues or questions, visit: https://github.com/Assassin-1234/clawtrial