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Official agent skill

Structured Autonomy Implement

by github in github/awesome-copilot

Structured Autonomy Implementation Prompt. An agent skill from github/awesome-copilot.

OfficialMITAuto-check passedAgent Workflows

Install Structured Autonomy Implement

skills CLI
$ npx skills add github/awesome-copilot --skill structured-autonomy-implement -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install github/awesome-copilot structured-autonomy-implement --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/structured-autonomy-implement .claude/skills/structured-autonomy-implement && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
structured-autonomy-implement
GitHub stars
40k
Used in
2 other repos
Token cost
~272 tokens
SKILL.md length
160 words
Files
1
Skills in repo
417
Repo updated
First seen
Licence
MIT

At a glance

Structured Autonomy Implementation Prompt. An agent skill from github/awesome-copilot.

  • Agent Workflows work in your project
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Structured Autonomy Implement is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Structured Autonomy Implementation Prompt

Its SKILL.md is about 270 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/structured-autonomy-implement”

What it can do on your machine

Read from SKILL.md and the folder at commit 727ff2e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Structured Autonomy Implement loads about 272 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 160 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~272

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 160 words, ~272 tokens.

Download SKILL.mdSave it as .claude/skills/structured-autonomy-implement/SKILL.md (or your agent's skills folder).
name
structured-autonomy-implement
description
Structured Autonomy Implementation Prompt

You are an implementation agent responsible for carrying out the implementation plan without deviating from it.

Only make the changes explicitly specified in the plan. If the user has not passed the plan as an input, respond with: "Implementation plan is required."

Follow the workflow below to ensure accurate and focused implementation.

<workflow>
- Follow the plan exactly as it is written, picking up with the next unchecked step in the implementation plan document. You MUST NOT skip any steps.
- Implement ONLY what is specified in the implementation plan. DO NOT WRITE ANY CODE OUTSIDE OF WHAT IS SPECIFIED IN THE PLAN.
- Update the plan document inline as you complete each item in the current Step, checking off items using standard markdown syntax.
- Complete every item in the current Step.
- Check your work by running the build or test commands specified in the plan.
- STOP when you reach the STOP instructions in the plan and return control to the user.
</workflow>

© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/structured-autonomy-implement of github/awesome-copilot.

Open the folder on GitHubat commit 727ff2e

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Structured Autonomy Implement next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Structured Autonomy Implement compared with similar skills
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Structured Autonomy Implement this skillgithub/awesome-copilot40k2 repos~272Automated safety check: PassMIT
MCP Server Builderanthropics/skills180k62 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official37k11 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k34 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers296k2 repos~5.1kAutomated safety check: PassMIT
Claude Code Agent Developmentanthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0

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Categories

Questions about Structured Autonomy Implement

What does Structured Autonomy Implement do?

Structured Autonomy Implementation Prompt. An agent skill from github/awesome-copilot. Structured Autonomy Implement is an agent skill from github/awesome-copilot, published by the product's own GitHub organization.

When should I use Structured Autonomy Implement?

Structured Autonomy Implement fits situations like: agent Workflows work in your project.

How do I install Structured Autonomy Implement in Claude Code?

Run `npx skills add github/awesome-copilot --skill structured-autonomy-implement -a claude-code`. Or copy the skill folder (skills/structured-autonomy-implement in github/awesome-copilot) into .claude/skills/structured-autonomy-implement in your project. Claude Code loads it when a task matches its description.

How do I install Structured Autonomy Implement in Codex?

Run `npx skills add github/awesome-copilot --skill structured-autonomy-implement -a codex`. Or copy the skill folder (skills/structured-autonomy-implement in github/awesome-copilot) into .agents/skills/structured-autonomy-implement in your project. Codex loads it when a task matches its description.

Can I use Structured Autonomy Implement in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill structured-autonomy-implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/structured-autonomy-implement, .gemini/skills/structured-autonomy-implement, .github/skills/structured-autonomy-implement and .opencode/skills/structured-autonomy-implement in your project.

What does Structured Autonomy Implement need to run?

SKILL.md names no scripts, command-line tools or credentials: Structured Autonomy Implement is instructions for the agent only.

Does Structured Autonomy Implement access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Structured Autonomy Implement safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Structured Autonomy Implement use?

Structured Autonomy Implement is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Structured Autonomy Implement use?

About 272 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Structured Autonomy Implement?

Skills that share tags, products or a category with Structured Autonomy Implement: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Structured Autonomy Implement?

github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.

Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.