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RunDrill Python

Your personal Python coach inside your AI agent — for the age when the AI writes the first draft. Instead of watching code get generated, you read it, trace it, predict what it does, and review it for bugs — including code an AI wrote. Short targeted drills, an honest picture of your level (novice → expert), and mistake memory that resurfaces what you got wrong. The skill is the voice; your level, weak topics, and track live on the RunDrill MCP server (mcp.rundrill.com), synced across machines — not in a local file.

Why this course is different. When an AI can write any function on demand, the real risk is the illusion of competence — feeling fluent in code you never actually read. RunDrill Python trains the skills that now matter most: reading, tracing, and reviewing code. Its signature drill hands you plausible AI-written code with a real bug and asks you to find it — like a pull request.

One plugin, three hosts

The coaching skill (skills/python-coach/SKILL.md) and .mcp.json are shared; each host reads its own manifest and ignores the rest.

Host Reads
Claude Code / Claude Desktop .claude-plugin/plugin.json + .mcp.json
OpenAI Codex .codex-plugin/plugin.json + .mcp.json
Google Antigravity plugin.json + mcp_config.json (+ rules/)

The MCP endpoint is https://mcp.rundrill.com/prog/python — the programming-course host, passing language: "python". The server routes on the /prog segment and ignores the course name; the name makes Python register as its own MCP server in your agent. On first use the host opens a browser tab for the OAuth handshake, then closes it — no API key to paste.

Install

  • Claude Code / Desktop — via the RunDrill marketplace: 
    /plugin marketplace add rundrill/rundrill
/plugin install rundrill-python@rundrill
    Then run /python-coach.
  • OpenAI Codex — add the RunDrill catalog, then install rundrill-python: 
    codex plugin marketplace add rundrill/rundrill
  • Google Antigravity — drop this folder into ~/.gemini/config/plugins/rundrill-python/ (global) or <workspace>/.agents/plugins/rundrill-python/ (workspace-scoped).

License & attribution

© RunDrill. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) — full text in LICENSE.

In short, you may view, run, and share this plugin unchanged, for non-commercial purposes, as long as you give credit. You may not use it (or any part, including the coaching skill) commercially, or publish modified/derivative versions.

Required attribution when sharing: "RunDrill Python coach — © RunDrill, CC BY-NC-ND 4.0, https://rundrill.com".

For commercial use, derivatives, or any other license, contact hello@rundrill.com.