Hallucination Risk Reviewer
CommunitySpot hallucinations in AI outputs and guide fixes.
Education & Research#calibration#risk-assessment#hallucination#LLM evaluation#risk-review#claim-types
AuthorNotysoty
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill reviews an LLM-generated response or the output of an AI-powered feature to assess hallucination risk, identify claim types, and provide mitigations, delivering a structured risk assessment to guide usage decisions.
Core Features & Use Cases
- Identify claim types: Factual world claims, citations, procedural/instructional content, numerical data, and domain-expertise assertions.
- Assess risk by claim type and calibration issues, producing a risk score and recommended mitigations.
- Generate a formal risk assessment suitable for human review or integration into product workflows.
- Use cases include evaluating AI support responses, content generation, and high-stakes decision prompts.
Quick Start
Analyze the provided AI output for hallucination risk and generate a structured risk assessment.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Hallucination Risk Reviewer Download link: https://github.com/Notysoty/openagentskills/archive/main.zip#hallucination-risk-reviewer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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