What is autonomous-loop?
autonomous-loop is a Claude Code mod by yai333 that a state-machine graph engine that drives a ticket through claim -> worktree -> coding -> evaluate -> review -> human approval, spawning and monitoring subagents at each step. It is listed under Git & CI and has no public popularity data yet.
| Type | Claude code mod |
|---|---|
| Author | yai333 |
| Repository | yai333/autonomous-loop |
| Popularity | no public popularity data yet |
| Category | Git & CI |
| Security | Low risk (80/100) |
| Rank | #5,180 of 5,272 Claude Code mods; #371 in Git & CI |
| Last commit | 2026-09-26 |
| Hooks | 8 events |
| Sees | every tool call |
| Draws on | Pane |
Is autonomous-loop safe to install?
autonomous-loop scores 80/100 on the MCPMods security check: Low risk. Things to review: starts processes outside the sandbox. It passed 5 of 8 checks.
Mod footprints come from claude plugin validate, which lists every event a mod hooks and every API call it makes without running it.
| Check | Result |
|---|---|
| No network access | Pass |
| Starts processes outside the sandbox | Review |
| Writes no files or config | Pass |
| Doesn't read environment variables | Pass |
| Only sees the events it hooks | Pass |
| Drives Claude (model calls, prompts) | Note |
| Passes claude plugin validate | Pass |
| No license detected | Note |
API calls in its code
| Call | What it means |
|---|---|
$.agent.list | |
$.agent.register | |
$.agent.spawn | drives Claude |
$.clock.every | |
$.clock.now | |
$.clock.sleep | |
$.command.register | |
$.fs.exists | reads files |
$.process.run | runs processes |
$.store.delete | keeps its own state |
$.store.get | keeps its own state |
$.store.set | keeps its own state |
$.ui.ask | draws interface |
$.ui.invalidate | draws interface |
$.ui.log | draws interface |
$.ui.open | draws interface |
$.ui.resolve | draws interface |
How do I install autonomous-loop?
- Check your Claude Code version. Mods need Claude Code 2.1.287 or later and are on by default.
claude --version
- Read its footprint. This lists every event it hooks and every API call it makes, without running it.
git clone https://github.com/yai333/autonomous-loop claude plugin validate ./autonomous-loop/.
- Install it. Run this in your terminal, then /reload-plugins in an open session.
git clone https://github.com/yai333/autonomous-loop && claude --plugin-dir ./autonomous-loop/.
Or ask Claude to set it up
Paste this into Claude Code and it installs autonomous-loop for you:
Install the "autonomous-loop" Claude Code mod from https://github.com/yai333/autonomous-loop. Run claude plugin validate on it first and show me what it can access before you enable it.