# chaos-pivot

> chaos-pivot — manecharo-chaos-pivot. Use this tool when you need to redirect Large Language Models (LLMs) from pursuing flawed solutions, preventing wasted resources and promoting more effective problem-solving. The chaos-pivot tool takes in stagnant or unproductive LLM outputs and generates alternative approaches, providing a fresh start and increased chances of success. It is particularly useful in contexts where LLMs are struggling to converge on a viable solution, helping to overcome the sunk-cost fallacy and explore new possibilities.

Canonical page: https://skillsregistry.net/skills/manecharo-chaos-pivot  
JSON: https://api.skillsregistry.net/v1/skills/manecharo-chaos-pivot

## Description

Prevents LLMs from sunk-cost pushing broken solutions.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-23

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** ai-ml
- **Updated:** 2026-09-27

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/manecharo-chaos-pivot)

## 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": "manecharo-chaos-pivot"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/manecharo-chaos-pivot` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/manecharo-chaos-pivot/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt