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SkillHub ClubWrite Technical DocsFull StackBackendTech Writer

hallucination-detector

Detect and prevent hallucinated technical decisions during feature work. Auto-trigger 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 choices. Prevents wrong tech stack, duplicate entities, fake APIs, incompatible versions.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
71
Hot score
93
Updated
March 20, 2026
Overall rating
A8.8
Composite score
7.0
Best-practice grade
C62.8

Install command

npx @skill-hub/cli install marcusgoll-spec-flow-hallucination-detector

Repository

marcusgoll/Spec-Flow

Skill path: .claude/skills/hallucination-detector

Detect and prevent hallucinated technical decisions during feature work. Auto-trigger 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 choices. Prevents wrong tech stack, duplicate entities, fake APIs, incompatible versions.

Open repository

Best for

Primary workflow: Write Technical Docs.

Technical facets: Full Stack, Backend, Tech Writer.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: marcusgoll.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install hallucination-detector into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/marcusgoll/Spec-Flow before adding hallucination-detector to shared team environments
  • Use hallucination-detector for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.