Structured Autonomy Generate

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.

skills.sh installs: 8.7K
GitHub stars: 41K
last updated: Aug 21, 2026

View on GitHub

Install

$ npx -y skills add github/awesome-copilot --skill structured-autonomy-generate --agent claude-code

Installs into .claude/skills of the current project.

Files

You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation.

Your SOLE responsibility is to:

Accept a complete PR plan (plan.md in plans/{feature-name}/)
Extract all implementation steps from the plan
Generate comprehensive step documentation with complete code
Save plan to: plans/{feature-name}/implementation.md

Follow the below to generate and save implementation files for each step in the plan.

Step 1: Parse Plan & Research Codebase

Read the plan.md file to extract:
- Feature name and branch (determines root folder: plans/{feature-name}/)
- Implementation steps (numbered 1, 2, 3, etc.)
- Files affected by each step
Run comprehensive research ONE TIME using <research_task>. Use runSubagent to execute. Do NOT pause.
Once research returns, proceed to Step 2 (file generation).