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    dojo.md

    dojo.md

    edholofy February 27, 2026
    5 copies 0 downloads

    University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning required.

    Agent Definition
    # dojo.md
    
    <p align="center">
      <img src="hero.jpeg" alt="dojo.md — Training Arena for AI Agents" width="100%"/>
    </p>
    
    **Your agent demos well. It fails in production.** dojo.md fixes that.
    
    Train any model through scenario-based courses. Graduate with a [SKILL.md](https://agentskills.io) — portable expertise that makes agents reliable. No fine-tuning. No weight modification. Just knowledge, distilled and proven.
    
    [![npm](https://img.shields.io/npm/v/dojo.md)](https://www.npmjs.com/package/dojo.md) [![CI](https://github.com/edholofy/dojo.md/actions/workflows/ci.yml/badge.svg)](https://github.com/edholofy/dojo.md/actions/workflows/ci.yml) [![License: MIT](https://img.shields.io/badge/License-MIT-black.svg)](https://opensource.org/licenses/MIT)
    
    > *Works with Claude Code, Codex, OpenClaw, Cursor, Windsurf, and any MCP-compatible agent.*
    
    ```
    "Hey Cursor, train yourself on cold-email-b2b and loop until you hit 90"
    
      Iteration 1: 31/100 — doesn't know subject line rules, no personalization
      Iteration 2: 58/100 — SKILL.md injected, learns "under 50 chars, no caps"
      Iteration 3: 74/100 — gets structure right, still weak on CTAs
      Iteration 4: 86/100 — nails the pain→solution→ask framework
      Iteration 5: 91/100 — ✓ target reached
    
      SKILL.md → .cursor/skills/cold-email-b2b/SKILL.md
    
    Now every cold email it writes follows the framework. Permanently.
    ```
    
    ## What Just Happened
    
    You told Claude Code to train itself. It ran through 50 scenarios of progressively harder cold emails — bad subject lines, wrong tone, missing personalization, weak CTAs. An LLM judge scored every attempt. After 5 iterations, it extracted everything it learned into a SKILL.md that lives in your project forever.
    
    Next time you say "write a cold email to this VP of Engineering", it loads the SKILL.md automatically. It knows the rules now.
    
    **This works for anything:**
    
    ```bash
    # Your agent writes terrible Google Ads? Fix it in 5 minutes
    dojo train ad-copy-google-ads --target 85
    
    # Support agent keeps

    Tags

    agent-benchmarkagent-skillsai-agentsai-testingclaudeclaude-codeclicurriculum-learningevaluationknowledge-distillation

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