Contributing
Contributions are welcome. This is an open-source framework — the more perspectives and expertise it includes, the better it serves organizations adopting AI.
What We’re Looking For
- New exercises — Practical exercises for any competency level, applicable across industries
- Industry variants — Adaptations for specific industries or roles (healthcare, finance, legal, education, etc.)
- Improved explanations — Clearer language, better examples, more accessible content
- Process flow diagrams — Visual representations of workflows or concepts
- Tool guides — How-tos for specific AI tools in organizational contexts
- Translations — Making the framework accessible in other languages
Guidelines
- No personal or sensitive data. All examples must use hypothetical or publicly available information.
- Keep it practical. Every addition should teach by doing, not by lecturing.
- Maintain the micro-learning format. Exercises should be completable in 10-20 minutes.
- Test your exercises. Run the prompts yourself before submitting. Include sample outputs if helpful.
- Update diagrams if your changes affect process flows.
- Follow existing formatting. Match the style and structure of current content.
How to Contribute
- Fork the repository
- Create a feature branch (
git checkout -b add-finance-exercises) - Make your changes
- Test that the site builds locally (
bundle exec jekyll serve) - Submit a pull request with a clear description of what you added and why
Questions?
Open an issue. We’re happy to discuss ideas before you invest time in a PR.