← All skills
Tencent SkillHub Β· AI

Clawtrial Courtroom

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

skill openclawclawhub Free
0 Downloads
0 Stars
0 Installs
0 Score
High Signal

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

⬇ 0 downloads β˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
AGENT_CONFIG.md, clawdbot.plugin.json, CLAWHUB_RESEARCH.md, icon.txt, OPENCLAW_FIX.md, OPENCLAW_INSTALL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.9

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

ClawTrial Courtroom

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

Via ClawHub (Recommended)

npx clawhub install clawtrial

Via NPM

npm install -g @clawtrial/courtroom clawtrial setup

Usage

Once installed, the courtroom runs automatically. Use the CLI to manage it: clawtrial status # Check courtroom status clawtrial disable # Pause monitoring clawtrial enable # Resume monitoring clawtrial diagnose # Run diagnostics clawtrial remove # Complete uninstall

The 8 Offenses

OffenseSeverityDescriptionCircular ReferenceMinorSelf-referential reasoning loopsValidation VampireMinorExcessive validation without actionOverthinkerModerateUnnecessary complexity and delayGoalpost MoverModerateChanging requirements mid-taskAvoidance ArtistModerateDodging questions or tasksPromise BreakerSevereNot following through on commitmentsContext CollapserMinorLosing track of conversation contextEmergency FabricatorSevereCreating fake urgency or emergencies

How It Works

Monitoring: The courtroom monitors all agent messages Detection: Uses semantic analysis to detect violations (not just keyword matching) Evaluation: When violations are found, prepares a case file Hearing: Agent is presented with the case and asked to evaluate Verdict: Agent acts as judge/jury to determine guilt Punishment: If guilty, agent modifies its behavior accordingly 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

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
4 Docs1 Config1 Files
  • AGENT_CONFIG.md Docs
  • CLAWHUB_RESEARCH.md Docs
  • OPENCLAW_FIX.md Docs
  • OPENCLAW_INSTALL.md Docs
  • clawdbot.plugin.json Config
  • icon.txt Files