Agent skill

Autonomous Agents

by aiskillstore in aiskillstore/marketplace

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.

No licenceAuto-check passedAgent Workflows

Install Autonomous Agents

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a claude-code

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

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/autonomous-agents .claude/skills/autonomous-agents && 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/

Paste into Claude Code

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .claude/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/autonomous-agents .agents/skills/autonomous-agents && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .agents/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/autonomous-agents .cursor/skills/autonomous-agents && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .cursor/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/sickn33/autonomous-agents

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/autonomous-agents .gemini/skills/autonomous-agents && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .gemini/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/autonomous-agents .github/skills/autonomous-agents && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .github/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aiskillstore/marketplace --skill autonomous-agents -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace autonomous-agents --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/autonomous-agents .opencode/skills/autonomous-agents && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "autonomous-agents" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/autonomous-agents into .opencode/skills/autonomous-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autonomous-agents", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: autonomous-agents
GitHub stars: 430
Used in: 3 other repos
Token cost: ~7.5k tokens
SKILL.md length: 3,023 words
Files: 2
Skills in repo: 1,044
Repo updated: Oct 9, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.

Works in 4 steps: Thought: Reason about what to do next → Action: Choose and execute a tool → Observation: Receive result → …
Tasks that involve Autonomous loops
SKILL.md covers Principles, Capabilities, Scope and Tooling, plus 5 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Autonomous Agents is an agent skill from aiskillstore/marketplace. Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.

Its SKILL.md is about 7.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Agent Workflows, covering Autonomous loops. It works with React and LangGraph. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

Tasks that involve Autonomous loops

Example prompts

“t making them capable - it”
“/autonomous-agents”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Thought: Reason about what to do next
Action: Choose and execute a tool
Observation: Receive result
Repeat until goal achieved

What it can do on your machine

Read from SKILL.md and the folder at commit 755bc35. 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

Autonomous Agents loads about 7.5k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 3,023 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~73
When it runs · the whole SKILL.md, loaded when a task matches: ~7.5k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 3,023 words (~7,458 tokens).

“Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.”

— opening of SKILL.md by aiskillstore

name: autonomous-agents
risk: unknown
source: vibeship-spawner-skills (Apache 2.0)
date_added: 2026-02-27

Outline of SKILL.md

Autonomous Agents
Principles
Capabilities
Scope
Tooling
Frameworks
Patterns
Patterns
ReAct Agent Loop
REACT PATTERN:
Basic ReAct Implementation
Define the ReAct prompt template
Create the agent
Execute with step limit
LangGraph ReAct (Production)
Production checkpointer
Invoke with thread for state persistence
Plan-Execute Pattern
PLAN-EXECUTE PATTERN:
LangGraph Plan-Execute
Planner creates the task list
Executor handles individual steps
Human approval of plan
First call creates plan
Review plan, then continue
Decomposition Strategies
Decomposition-First: Plan everything, then execute
Best for: Stable tasks, need full plan approval
Interleaved: Plan one step, execute, repeat
Best for: Dynamic tasks, learning as you go

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/sickn33/autonomous-agents of aiskillstore/marketplace.

SKILL.md
skill-report.json

Open the folder on GitHubat commit 755bc35

Used in 3 other repositories

We found 9 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Autonomous Agents 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.

Autonomous Agents compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Autonomous Agents this skillaiskillstore/marketplace	430	3 repos	~7.5k	Automated safety check: Pass	None	today
Magic ResumeMagic-Resume/Magic-Resume	101	—	~663	Automated safety check: Pass	MIT	3 days ago
Agent Patterns Cataloghashgraph-online/awesome-codex-plugins	1.3k	—	~445	Automated safety check: Pass	Apache-2.0	today
Lexora Buddy AnimationuseLexora/Lexora	566	—	~232	Automated safety check: Pass	AGPL-3.0	today
Ralph ProtocolGetStream/stream-chat-react	845	—	~949	Automated safety check: Pass	Custom licence	today
Tinyplacetinyhumansai/tiny.place	138	—	~5.1k	Automated safety check: Pass	GPL-3.0-or-later	2 mo ago

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Questions about Autonomous Agents

What does Autonomous Agents do?

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. Autonomous Agents is an agent skill from aiskillstore/marketplace. Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.

When should I use Autonomous Agents?

Autonomous Agents fits situations like: tasks that involve Autonomous loops.

How do I install Autonomous Agents in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill autonomous-agents -a claude-code`. Or copy the skill folder (skills/sickn33/autonomous-agents in aiskillstore/marketplace) into .claude/skills/autonomous-agents in your project. Claude Code loads it when a task matches its description.

How do I install Autonomous Agents in Codex?

Run `npx skills add aiskillstore/marketplace --skill autonomous-agents -a codex`. Or copy the skill folder (skills/sickn33/autonomous-agents in aiskillstore/marketplace) into .agents/skills/autonomous-agents in your project. Codex loads it when a task matches its description.

Can I use Autonomous Agents 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 aiskillstore/marketplace --skill autonomous-agents -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autonomous-agents, .gemini/skills/autonomous-agents, .github/skills/autonomous-agents and .opencode/skills/autonomous-agents in your project.

What does Autonomous Agents need to run?

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

Does Autonomous Agents 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 Autonomous Agents 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 Autonomous Agents use?

No licence was found for Autonomous Agents or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Autonomous Agents use?

About 7.5k tokens (SKILL.md is roughly 30k 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 Autonomous Agents?

Skills that share tags, products or a category with Autonomous Agents: Magic Resume (Magic-Resume/Magic-Resume, 101 stars), Agent Patterns Catalog (hashgraph-online/awesome-codex-plugins, 1.3k stars), Lexora Buddy Animation (useLexora/Lexora, 566 stars) and Ralph Protocol (GetStream/stream-chat-react, 845 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Autonomous Agents?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.

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

Autonomous Agents

Install Autonomous Agents

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 3 other repositories

Compare with similar skills

Similar skills

Magic Resume

Agent Patterns Catalog

Lexora Buddy Animation

Ralph Protocol

Tinyplace

Uipath Functions

More from aiskillstore/marketplace

Code Stats

Data Processing

Doc Scanner

File Search

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Questions about Autonomous Agents

Install Autonomous Agents

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 3 other repositories

Compare with similar skills

Similar skills

More from aiskillstore/marketplace

Related

Questions about Autonomous Agents