# Mifactory

> Use this tool when you need to transform documents into machine-readable specifications and validate their quality and accuracy. Mifactory solves problems related to inefficient documentation processes and poor spec quality by streamlining conversion and verification in a single interface. It takes in documents and existing specs as input, and outputs optimized, validated specifications for automated workflows.

Canonical page: https://skillsregistry.net/skills/mifactory-bot-spec-api  
JSON: https://api.skillsregistry.net/v1/skills/mifactory-bot-spec-api

## Description

Transform documents into machine-readable specifications optimized for automated workflows. Validate existing specs against defined criteria to ensure high quality and technical accuracy. Streamline documentation processes by converting and verifying content in a single interface.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-05-12

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/mifactory-bot/spec-api)

## 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": "mifactory-bot-spec-api"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mifactory-bot-spec-api` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mifactory-bot-spec-api/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