Community

Asking a Question

1. Go to GitHub Discussions → Q&A
2. Check if your question has already been answered
3. If not, click New Discussion
4. Choose the Q&A category
5. Include your tier (T1/T2/T3), what you tried, and what happened
6. Community members and maintainers will respond

Answering Questions

Browse the Q&A section and help others. Accepted answers float to the top and help everyone searching for the same issue later.

Reporting Bugs

Found a bug? Open an issue on GitHub with:

• What you tried to do
• What happened (include error output)
• What you expected
• Your tier, Python version, and OS

Contributing Code

We welcome contributions. See the Contributing Guide for setup instructions and PR guidelines. The highest-impact contributions right now:

• Use it — try SpecAg on a real project and report what broke
• Write an example project — build something and submit to examples/
• Add a hook — implement a custom PreCallHook for a use case we haven't covered
• Improve docs — fix unclear sections, add diagrams