# HefestoAI

> Use this tool when you need to ensure the quality and integrity of AI-generated code, as it detects semantic drift and enforces consistency before code commitment. HefestoAI solves problems related to code reliability, maintainability, and accuracy, particularly in projects that rely heavily on automated code generation. It takes in AI-generated code as input and outputs alerts and corrections for semantic discrepancies, ideal for use in CI/CD pipelines and automated testing workflows.

Canonical page: https://skillsregistry.net/skills/io-github-artvepa80-hefestoai  
JSON: https://api.skillsregistry.net/v1/skills/io-github-artvepa80-hefestoai

## Description

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

## Trust

- **Trust score (0–1):** 0.87
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 4.9.3
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.artvepa80%2Fhefestoai)
- **Repository:** <https://github.com/artvepa80/Agents-Hefesto>

## Use it

MCP endpoint published by the skill: `https://hefestoai.narapallc.com/api/mcp-protocol`

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": "io-github-artvepa80-hefestoai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-artvepa80-hefestoai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-artvepa80-hefestoai/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