# Guardian Engine

> Use this tool when you need to validate AI-generated recipes against standardized operating procedures (SOPs) to ensure accuracy and consistency. The Guardian Engine solves problems of recipe inconsistencies and errors by verifying outputs against master SOPs, providing a deterministic validation process. It takes AI-generated recipes as input and outputs verified recipes, making it ideal for use cases where precision and adherence to SOPs are critical.

Canonical page: https://skillsregistry.net/skills/dev-kaimeilabs-guardian-engine  
JSON: https://api.skillsregistry.net/v1/skills/dev-kaimeilabs-guardian-engine

## Description

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

## Trust

- **Trust score (0–1):** 0.85
- **Verification tier:** verified
- **Last scanned:** 2026-08-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/dev.kaimeilabs%2Fguardian-engine)
- **Repository:** <https://github.com/kaimeilabs/guardian-api-docs>

## Use it

MCP endpoint published by the skill: `https://api.kaimeilabs.dev/mcp`

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": "dev-kaimeilabs-guardian-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/dev-kaimeilabs-guardian-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/dev-kaimeilabs-guardian-engine/pull`

---
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