semantic-trap-detector
CommunityIdentify semantic traps in Claude Skills.
Software Engineering#validation#prompt-engineering#report-generation#llm-safety#skill-analysis#semantic-trap
AuthorJumbo-WJB
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Detect and fix semantic traps that cause LLM hallucinations in Claude Skills, enabling safer, more reliable prompt engineering and skill development.
Core Features & Use Cases
- Automated detection of semantic traps in Skill files
- Risk classification into high/medium/low
- Replacement suggestions and boundary anchoring strategies
- Structured JSON reports for CI/CD and auditing
- Use Case: Develop and optimize Claude Skills with measurable risk reduction
Quick Start
Run semantic-trap-detector against a SKILL.md to generate a structured JSON report.
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: semantic-trap-detector Download link: https://github.com/Jumbo-WJB/semantic-trap-detector/archive/main.zip#semantic-trap-detector Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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