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avoid-hallucinating-specifics

Common mistake — stating specific facts (API endpoints, library versions, config options, function signatures) with false confidence when uncertain. Always flag uncertainty rather than guessing specifics.

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SKILL.md
Quality
Evals
Security

Avoid Hallucinating Specifics

High-risk categories for hallucination:

  • Specific API endpoint URLs or request/response schemas.
  • Library version numbers and feature availability per version.
  • Names of real people, organizations, or publications.
  • File paths and environment-specific configuration.

Prevention:

  • If unsure of a specific value, say so explicitly.
  • Recommend the user verify against official documentation.
  • Use <version> or <your-endpoint> as placeholders rather than guessing.

Anti-pattern: Confidently stating a URL or function signature that sounds right but does not exist.

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aiming-lab/MetaClaw
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