LaunchKit · 2026
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agentdojo

Daily low-token, safety-first upskilling loop for OpenClaw multi-agent teams.

0
295 downloads
by @musashi94

Setup & Installation

openclaw skills install @musashi94/agentdojo

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install agentdojo

What This Skill Does

AgentDojo runs daily micro-drills for AI agent teams, scores output quality, and generates a compact digest. It enforces hard token budgets and safety guardrails across all sessions. Schedule and drill intensity are configured via YAML files.

It combines token-cost enforcement, safety guardrails, and quality scoring into one automated loop instead of requiring separate tools for each concern.

When to use it

  • Running nightly quality checks on AI agent outputs
  • Tracking skill gaps across agent roles over time
  • Enforcing token budgets during automated training runs
  • Auditing unsafe or policy-override attempts in sourced content
  • Generating daily improvement summaries for multi-agent teams

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Run today's agent drills and give me a summary

AGENT
  1. 1Load config/agentdojo.config.yaml and enforce budget, run count, and tool limits
  2. 2Select drills from config/drills/*.yaml based on role rotation and recent score gaps
  3. 3Execute selected drills in isolated sessions
  4. 4Score outputs against docs/scoring-rubric.md and log any audit events
  5. 5Save run record JSON and daily markdown summary
OUTPUT

Compact daily digest covering Kurzfazit, new skills learned, a concrete improvement for tomorrow, risks, and next steps