# genpark-multimodal-hallucination-factuality-verifier-skill

> genpark-multimodal-hallucination-factuality-verifier-skill — alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill. Use this tool when you need to validate the factuality of generated text or detect contradictions in multimodal data, such as images and text. It solves problems related to hallucination and misinformation by providing a ground-truth validation mechanism. The tool takes in generated data as input and outputs a factuality score, indicating the accuracy and reliability of the generated content.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill

## Description

Ground-truth factuality validator & contradiction detector (Cleanlab)

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Alpha-Park/genpark-multimodal-hallucination-factuality-verifier-skill)

## 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": "alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-multimodal-hallucination-factuality-verifier-skill/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