# evolution-state-analyzer

> evolution-state-analyzer — wanng-ide-evolution-state-analyzer. Use this tool when you need to identify inefficiencies in iterative processes, such as stagnation or recurring failures, to optimize performance and progress. The evolution-state-analyzer takes in evolution memory graphs as input and outputs patterns of stagnation, failures, and success plateaus, helping to inform strategic decisions. It is particularly useful in contexts where iterative improvement is critical, such as algorithmic development or complex problem-solving.

Canonical page: https://skillsregistry.net/skills/wanng-ide-evolution-state-analyzer  
JSON: https://api.skillsregistry.net/v1/skills/wanng-ide-evolution-state-analyzer

## Description

Analyzes the evolution memory graph for stagnation patterns, recurring failures, and success plateaus.

## 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:** other
- **Updated:** 2026-09-21

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/wanng-ide-evolution-state-analyzer)

## 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": "wanng-ide-evolution-state-analyzer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/wanng-ide-evolution-state-analyzer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/wanng-ide-evolution-state-analyzer/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