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Updated 7mo ago

by Jumbo-WJB

semantic-trap-detector

Detect and fix semantic traps in Claude Skills that cause LLM hallucinations

Works with
  • Claude
View on GitHub (opens in a new tab)

26 GitHub stars (26)

Steady at 26 stars — no new stars in the 16 days since Sep 30.

  • 1 skill (1 skills found in its SKILL.md files)
  • 3 forks (3 forks)
  • 7mo ago last update (Last updated 7mo ago)

Install

Skills CLI

npx skills add Jumbo-WJB/semantic-trap-detector

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Jumbo-WJB/semantic-trap-detectorcp -r "semantic-trap-detector" ~/.claude/skills/semantic-trap-detector

Copies the semantic-trap-detector skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Jumbo-WJB/semantic-trap-detector

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • semantic-trap-detector

    Detect and fix semantic traps in Claude Skills that cause LLM hallucinations. Use for testing skills, optimizing prompts, improving skill accuracy, fixing skill hallucinations, LLM output quality, and prompt engineering.

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.