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Contributing

Codemble is built in public. Issues, PRs, and galaxy screenshots are all welcome: start at CONTRIBUTING.md.

The short version — five golden rules:

  1. Never invent structure; parsers decide, the LLM narrates.
  2. Check answers come from the graph, not the model.
  3. The learner cannot detect our mistakes, so accuracy beats delight.
  4. Semantic zoom only; no game logic in the renderer.
  5. Small diffs; the project runs end-to-end after every merge.

Especially valuable early: trying Codemble on your own AI-built Python, JavaScript, TypeScript, or mixed project and filing an issue for anything it gets wrong — a wrong explanation is a top-severity bug, not a nitpick.