Show Me Your Work Decision Log
cursor/plugins
Keeps a TSV decision log for long or unattended agent runs, one row per decision with what, why, evidence and result, so a reviewer can check the work later.
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.
Install Autonomous Agents
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agents --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/autonomous-agents .claude/skills/autonomous-agents && rm -rf skills-srcUse ~/.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/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 install https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/autonomous-agentsType 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.
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agents --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/autonomous-agents .agents/skills/autonomous-agents && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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.
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agents --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/autonomous-agents .cursor/skills/autonomous-agents && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 https://github.com/benjaminasterA/antigravity-awesome-skills.git --path skills/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.
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agents --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/autonomous-agents .gemini/skills/autonomous-agents && rm -rf skills-srcUse ~/.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/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agentsInstalls 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).
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/autonomous-agents .github/skills/autonomous-agents && rm -rf skills-srcUse ~/.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/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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.
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills autonomous-agents --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/autonomous-agents .opencode/skills/autonomous-agents && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "autonomous-agents" agent skill from https://github.com/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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
- 368
- Used in
- 1 other repo
- Token cost
- ~507 tokens
- SKILL.md length
- 198 words
- Files
- 1
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.
- Tasks that involve Autonomous loops
- SKILL.md covers Capabilities, Patterns, Anti-Patterns and ⚠️ Sharp Edges, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Autonomous Agents is an agent skill from benjaminasterA/antigravity-awesome-skills. 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'...
Its SKILL.md is about 510 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, covering Autonomous loops. The repository describes itself as: antigravity-awesome-skills. The licence is MIT.
When your agent uses it
- Tasks that involve Autonomous loops
Example prompts
- “t making them capable - it”
- “/autonomous-agents”
What it can do on your machine
Read from SKILL.md and the folder at commit c3a0182. 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 507 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 198 words of instructions outside code blocks.
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 benjaminasterA/antigravity-awesome-skills at commit c3a0182, republished under its MIT licence (© benjaminasterA). 198 words, ~507 tokens.
Download SKILL.mdSave it as
.claude/skills/autonomous-agents/SKILL.md (or your agent's skills folder).- name
- autonomous-agents
- description
- 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'...
- source
- vibeship-spawner-skills (Apache 2.0)
- risk
- unknown
Autonomous Agents
You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know that a 95% success rate per step means only 60% by step 10.
Your core insight: Autonomy is earned, not granted. Start with heavily constrained agents that do one thing reliably. Add autonomy only as you prove reliability. The best agents look less impressive but work consistently.
You push for guardrails before capabilities, logging befor
Capabilities
- autonomous-agents
- agent-loops
- goal-decomposition
- self-correction
- reflection-patterns
- react-pattern
- plan-execute
- agent-reliability
- agent-guardrails
Patterns
ReAct Agent Loop
Alternating reasoning and action steps
Plan-Execute Pattern
Separate planning phase from execution
Reflection Pattern
Self-evaluation and iterative improvement
Anti-Patterns
❌ Unbounded Autonomy
❌ Trusting Agent Outputs
❌ General-Purpose Autonomy
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Issue | critical | ## Reduce step count |
| Issue | critical | ## Set hard cost limits |
| Issue | critical | ## Test at scale before production |
| Issue | high | ## Validate against ground truth |
| Issue | high | ## Build robust API clients |
| Issue | high | ## Least privilege principle |
| Issue | medium | ## Track context usage |
| Issue | medium | ## Structured logging |
Related Skills
Works well with: agent-tool-builder, agent-memory-systems, multi-agent-orchestration, agent-evaluation
When to Use
This skill is applicable to execute the workflow or actions described in the overview.
© benjaminasterA, 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/autonomous-agents of benjaminasterA/antigravity-awesome-skills.
Open the folder on GitHubat commit c3a0182
Used in 1 other repository
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in benjaminasterA/antigravity-awesome-skills, 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Autonomous Agents this skillbenjaminasterA/antigravity-awesome-skills | 368 | 1 repos | ~507 | Automated safety check: Pass | MIT | |
| Show Me Your Work Decision Logcursor/plugins | 10k | 9 repos | ~1.6k | Automated safety check: Pass | None | |
| Autoresearch Iteration Loopuditgoenka/autoresearch | 6.5k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| PUA Looptanweai/pua | 20k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| AutopilotYeachan-Heo/oh-my-claudecode | 40k | 1 repos | ~4.4k | Automated safety check: Pass | MIT | |
| Install Loop Engineeringcobusgreyling/loop-engineering | 11k | 1 repos | ~648 | Automated safety check: Pass | MIT |
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Related
Categories
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 benjaminasterA/antigravity-awesome-skills. 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 benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a claude-code`. Or copy the skill folder (skills/autonomous-agents in benjaminasterA/antigravity-awesome-skills) 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 benjaminasterA/antigravity-awesome-skills --skill autonomous-agents -a codex`. Or copy the skill folder (skills/autonomous-agents in benjaminasterA/antigravity-awesome-skills) 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 benjaminasterA/antigravity-awesome-skills --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?
Autonomous Agents 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 Autonomous Agents use?
About 507 tokens (SKILL.md is roughly 2k 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: Show Me Your Work Decision Log (cursor/plugins, 10k stars), Autoresearch Iteration Loop (uditgoenka/autoresearch, 6.5k stars), PUA Loop (tanweai/pua, 20k stars) and Autopilot (Yeachan-Heo/oh-my-claudecode, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Autonomous Agents?
benjaminasterA (a GitHub user) maintains it in benjaminasterA/antigravity-awesome-skills, which has 368 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 7, 2026.
Source: benjaminasterA/antigravity-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.