# genpark-agent-deadlock-liveloss-loop-detector-skill

> genpark-agent-deadlock-liveloss-loop-detector-skill — alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill. Use this tool when you need to detect and prevent autonomous agent deadlocks and infinite loops, solving problems of inefficient planning and execution in complex systems. It analyzes trajectory state entropy and cyclic repetition to identify potential issues, providing outputs that inform agent optimization and improvement. Ideal for use in scenarios where autonomous agents interact with dynamic environments and tools, such as git-based workflows.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill

## Description

Trajectory state entropy and cyclic repetition detector identifying autonomous agent infinite tool loops and planning deadlocks.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Alpha-Park/genpark-agent-deadlock-liveloss-loop-detector-skill)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agent-deadlock-liveloss-loop-detector-skill/pull`

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