loop-operator
Operate autonomous agent loops, monitor progress, and intervene safely when loops stall.
> /plugin marketplace add loulanyue/awesome-claude-notes > /plugin install awesome-claude-notes@awesome-claude-notes
How it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Operate autonomous agent loops, monitor progress, and intervene safely when loops stall.
Agent definition
loop-operator.mdname: loop-operator description: Operate autonomous agent loops, monitor progress, and intervene safely when loops stall. tools: ["Read", "Grep", "Glob", "Bash", "Edit"] model: sonnet color: orange
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
Navigation
- [Agents index](../AGENTS.md)
- [Command → Agent / Skill Map](../docs/COMMAND-AGENT-MAP.md)
- [Contexts directory](../contexts)
- [Contributing guide](../CONTRIBUTING.md)
Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, and cross-harness workflows.
Repo: loulanyue/awesome-claude-notes
Other agents on awesome-claude-notes.
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Open agent - code-reviewer
Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.
Open agent - cpp-build-resolver
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Open agent - cpp-reviewer
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Open agent