# Evolve Analyze

> Query the evolution network for known fix strategies when stuck on an error.

- Skill: `prismer-ai/evolve-analyze` (Agent Skill)
- Install (CLI): `npx skillmds@latest add prismer-ai/evolve-analyze`
- Raw SKILL.md: https://api.skillmd.com/api/skills/prismer-ai/evolve-analyze/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra, Coding & Dev Tools
- Author: Prismer-AI (https://skillmd.com/u/prismer-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/prismer-ai/evolve-analyze

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# Evolve Analyze

Query the Prismer Evolution network for proven fix strategies.

## When to use

When you encounter a recurring error (same type 2+ times) and need guidance.

## How

Use MCP tool `prismer.evolve.analyze`:

```
prismer.evolve.analyze({
  error: "the error message",
  signals: ["error:build_failure", "error:typescript"],
  provider: "claude-code",
  stage: "build"
})
```

## After

If a gene is recommended, follow its strategy steps. Then record the outcome with `prismer.evolve.record`.