Takes a high-level PR plan and converts it into step-by-step implementation docs with complete, copy-paste ready code blocks. It researches your entire codebase first to understand patterns, tech stack, and conventions, then generates implementation.md files with checkboxes for every action, specific file paths, and mandatory commit stops between steps. Honestly, this feels like overkill for simple features, but it's solid for complex implementations where you need to hand off work or ensure nothing gets missed. The research phase is thorough but slow, and the generated plans can be verbose.
npx skills add https://github.com/github/awesome-copilot --skill structured-autonomy-generate