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Independent project, not affiliated with Anthropic
github avatar

Structured Autonomy Plan

github/awesome-copilot
8.8k installs38k stars
Summary

The structured-autonomy-plan skill guides development planning by having Claude research a feature request, break it into logical commits, and generate a detailed implementation plan—all without writing code. It's designed for developers who need to clarify scope and establish a structured approach before implementation begins. The skill solves the problem of vague or poorly scoped feature requests by enforcing a research phase, iterative clarification process, and commit-level planning that maps to a single pull request.

Install to Claude Code

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

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Categories
Git & Pull RequestsAI & Agent BuildingProductivity & Planning
View on GitHub

More from github/awesome-copilot

All 318 skills →
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  • Update Llms8.8k
  • Containerize Aspnetcore8.8k
  • Csharp Tunit8.8k
  • Create Tldr Page8.8k
  • Mkdocs Translations8.8k
  • Copilot Cli Quickstart8.8k
  • Bigquery Pipeline Audit8.8k
  • First Ask8.8k
  • Typespec Api Operations8.8k
  • Structured Autonomy Implement8.8k
  • Suggest Awesome Github Copilot Agents8.8k
  • Swift Mcp Server Generator8.8k
  • Gen Specs As Issues8.8k
  • Suggest Awesome Github Copilot Instructions8.7k
  • Tldr Prompt8.7k
  • Fabric Lakehouse8.7k
  • Java Mcp Server Generator8.7k
  • Structured Autonomy Generate8.7k
  • Dataverse Python Quickstart8.7k
  • Copilot Usage Metrics8.7k
  • Power Apps Code App Scaffold8.7k
  • Mcp Create Adaptive Cards8.7k

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More Git & Pull Requests →
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power-bi-performance-troubleshooting

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Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.
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csharp-mstest

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Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests
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update-llms

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Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/
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containerize-aspnetcore

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Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
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Get best practices for TUnit unit testing, including data-driven tests
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Create a tldr page from documentation URLs and command examples, requiring both URL and command name.
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