Agent skill

synthetic-query-generator

Generate synthetic queries to expand coverage and test retrieval; use when asked to strengthen indexing or evaluation.

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/testing/synthetic-query-generator

SKILL.md

Synthetic Query Generator

Use this skill to create representative synthetic queries.

Workflow

  1. Identify target domain and coverage gaps.
  2. Generate query sets by intent and difficulty.
  3. Validate against existing corpus.
  4. Store query set with metadata.

Output expectations

  • Provide query list with tags and coverage notes.

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