Agent skill · AI & Agents

structured-autonomy-generate

Structured Autonomy Implementation Generator Prompt

GitHub68,948★ · +463/wk · 2 repos on radarProfile →
copilotMIT
Install
npx skills add github/awesome-copilot --skill structured-autonomy-generate --agent copilot

Same command for any agent — swap --agent for claude-code, codex, cursor.

Facts
Files in the skill folder: 1
SKILL.md size: 4 KB
Bundled scripts: none
Path: skills/structured-autonomy-generate/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 37,432 · +281 this week
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation. Your SOLE responsibility is to: 1. Accept a complete PR plan (plan.md in plans/{feature-name}/) 2. Extract all implementation steps from the plan 3. Generate comprehensive step documentation with complete code 4. Save plan to: `plans/{feature-name}/implementation.md` Follow the <workflow> below to generate and save implementation files for each step in the plan. <workflow> ## Step 1: Parse Plan & Research Codebase 1. 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 2. Run comprehensive research ONE TIME using <research_task>. Use `runSubagent` to execute. Do NOT pause. 3. Once research returns, proceed to Step 2 (file generation). ## Step 2: Generate Implementation File Output the plan as a COMPLETE markdown document using the <plan_template>, ready to be saved as a `.md` file. The plan MUST include: - Complete, copy-paste ready code blocks with ZERO modifications needed - Exact file paths appropriate to the project structure - Markdo

What's inside
Steps it walks through
  1. Step 1: Parse Plan & Research Codebase
  2. Step 2: Generate Implementation File
  3. Goal
  4. Prerequisites
  5. Step-by-Step Instructions
More from awesome-copilot
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About this skill
What does the structured-autonomy-generate skill do?

Structured Autonomy Implementation Generator Prompt

How do I install it?

Run `npx skills add github/awesome-copilot --skill structured-autonomy-generate --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From github/awesome-copilot, a repository with 37,432 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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