Project Mission
The mission is not to collect more rules. The mission is to turn AI-assisted coding experience into a reviewable, explainable, reusable engineering knowledge system.
Why this needed a redesign
A repository that only advertises “132+ rules” still reads like a directory. Directories answer “how many”, but not “why this matters”, “how it should be adopted”, or “why the structure is credible”.
The redesign reframes the project into three layers:
- Introduction for thesis and reader framing
- Academy for role-based learning paths and maintainer logic
- Rules and research evidence for validation after the thesis is clear
Who this serves
- Interviewers and reviewers who need a high-signal view of project maturity
- Senior GitHub developers who want to see a coherent system, not only collected assets
- Maintainers and contributors who need a consistent publishing and governance model
Continue reading
- Read the System Overview
- Open the Academy Path
- Use the Research References for methodological context