genpark-hallucination-fact-grounding-checker-skill
GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.
Install / Use
claude mcp add alphaparkinc -- npx -y github:alphaparkinc/genpark-hallucination-fact-grounding-checker-skillIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
AI & Machine LearningSupported Platforms
Tags
Our assessment of genpark-hallucination-fact-grounding-checker-skill
genpark-hallucination-fact-grounding-checker-skill scores 56/100 on our quality scale, 899th of 935 AI & Machine Learning skills we index.
Its MCP Server is 848 bytes long, lightly structured (2 headings) with 1 code example: fairly brief, so expect to fill in details yourself.
It has 10 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so genpark-hallucination-fact-grounding-checker-skill is actively maintained.
- Our last check on 2026-10-21 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 85/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
genpark-hallucination-fact-grounding-checker-skill compared with similar skills
All 4 of these similar skills score higher than genpark-hallucination-fact-grounding-checker-skill; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| genpark-hallucination-fact-grounding-checker-skill (this skill)by alphaparkinc | 56 | 10 | 53d ago | MCP Server |
| Agent-Reachby Panniantong | 100 | 106.4k | 5d ago | CLAUDE.md |
| claude-memby thedotmack | 100 | 105.0k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 88.9k | 4d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.3k | today | CLAUDE.md |
Frequently asked questions
- How do I install genpark-hallucination-fact-grounding-checker-skill?
- Run
claude mcp add alphaparkinc -- npx -y github:alphaparkinc/genpark-hallucination-fact-grounding-checker-skill. The install tabs above show the steps for each supported agent. - Which AI agents does genpark-hallucination-fact-grounding-checker-skill work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is genpark-hallucination-fact-grounding-checker-skill safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 85/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is genpark-hallucination-fact-grounding-checker-skill still maintained?
- The repository was last updated about 2 months ago, so genpark-hallucination-fact-grounding-checker-skill is actively maintained.
Skill content
View source on GitHubgenpark-hallucination-fact-grounding-checker-skill
Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.
Engineered and open-sourced by GenPark AI (https://genpark.ai). Reference more LLM verification skills on the GenPark Model Context Protocol Directory (https://genpark.ai/mcp).
graph TD
Ctx[Retrieved Source Evidence Context] --> Checker[Grounding Checker]
Ans[LLM Generated Claims] --> Checker
Checker --> S1[Sentence 1: Supported 85%]
Checker --> S2[Sentence 2: Unsupported 12%]
S2 -.-> Alert[Flag Hallucination for Correction]
Features
- Sentence-Level Granularity: Pinpoints exact unsupported claims in multi-paragraph agent responses.
- Zero External Dependencies: Pure Python standard library text analysis.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.