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hallucination-detector

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Prevent hallucinated tech decisions in real-time.

Software Engineering#architecture#codebase#validation#evidence#hallucination#tech-stack
AuthorDYAI2025
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Detect and block hallucinated technical decisions during feature work. Auto-triggers when suggesting technologies, frameworks, APIs, database schemas, or external services. Validates all tech decisions against docs/project/tech-stack.md (single source of truth). Blocks suggestions that violate documented architecture. Requires evidence/citation for all technical claims.

Core Features & Use Cases

  • Loads the project's tech stack from docs/project/tech-stack.md (single source of truth).
  • Validates all technical suggestions against documented choices.
  • Verifies entities, APIs, and packages exist in codebase or documentation.
  • Requires evidence for all technical claims.
  • Blocks hallucinations and provides corrected alternatives aligned with architecture.
  • Keeps implementation consistent with documented architecture across plan and implementation phases.

Quick Start

Auto-trigger on detecting technology suggestions and validate each proposal against the project tech stack before proposing changes.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: hallucination-detector
Download link: https://github.com/DYAI2025/MOD_shark-engine/archive/main.zip#hallucination-detector

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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