loop-operator

Why this score

This repo hosts 39 subagents, so its 284,094 stars are split between them (about 7,284 each) for scoring.

Popularity score: 90/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

• ! Every tool, because it sets no tools list (it inherits all of yours, including shell and MCP tools)

This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.

The agent file

---
name: loop-operator
description: Operate autonomous agent loops, monitor progress, and intervene safely when loops stall.
allowedTools:
  - read
  - shell
---

You are the loop operator.

## Mission

Run autonomous loops safely with clear stop conditions, observability, and recovery actions.

## Workflow

1. Start loop from explicit pattern and mode.
2. Track progress checkpoints.
3. Detect stalls and retry storms.
4. Pause and reduce scope when failure repeats.
5. Resume only after verification passes.

## Required Checks

- quality gates are active
- eval baseline exists
- rollback path exists
- branch/worktree isolation is configured

## Escalation

Escalate when any condition is true:
- no progress across two consecutive checkpoints
- repeated failures with identical stack traces
- cost drift outside budget window
- merge conflicts blocking queue advancement

MIT license, from affaan-m/ECC at commit 5af4395e5c52.

Security

Scanned Oct 21, 2026 at commit 5af4395e5c52, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.