# evolution-drift-detector

> evolution-drift-detector — andyxinweiminicloud-evolution-drift-detector. Use this tool when you need to identify unexpected changes in AI agent behavior due to inheritance chain modifications. It detects silent mutations in skills across evolution, helping resolve issues with inconsistent or degraded performance. The tool takes AI agent skill inheritance chains as input and outputs alerts for detected drifts, enabling timely corrections and maintaining optimal agent functionality.

Canonical page: https://skillsregistry.net/skills/andyxinweiminicloud-evolution-drift-detector  
JSON: https://api.skillsregistry.net/v1/skills/andyxinweiminicloud-evolution-drift-detector

## Description

Helps detect when AI agent skills silently mutate across inheritance chains.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** ai-ml
- **Updated:** 2026-09-24

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/andyxinweiminicloud-evolution-drift-detector)

## 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": "andyxinweiminicloud-evolution-drift-detector"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/andyxinweiminicloud-evolution-drift-detector` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/andyxinweiminicloud-evolution-drift-detector/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