hallucination-investigator
CommunityRoot-cause analysis for factuality failures.
Software Engineering#verification#retrieval#prompts#hallucination#root-cause-analysis#factuality#evidence-reconstruction
Authorjshsakura
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Reconstructs failing AI outputs to diagnose root causes of hallucinations and factuality gaps across context, retrieval, prompts, tools, and workflow design.
Core Features & Use Cases
- Reconstructs failing examples with available evidence to identify missing context, retrieval gaps, prompts, and tool misuse.
- Pinpoints whether failures stem from data limitations, prompt framing, or unsupported inferences, and proposes actionable fixes.
- Provides guardrails and verification scenarios to prevent recurrence and validate fixes.
Quick Start
Analyze a failure by providing the failing AI response and relevant context to identify root causes and recommended improvements.
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-investigator Download link: https://github.com/jshsakura/awesome-opencode-skills/archive/main.zip#hallucination-investigator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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