
Agent Skills Anti-Patterns: 10 Problems and Better Fixes
Ten real Agent Skills failure modes—from invalid metadata and false portability claims to unsafe scripts and invented evidence—with standards-based fixes.
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Ten real Agent Skills failure modes—from invalid metadata and false portability claims to unsafe scripts and invented evidence—with standards-based fixes.

Separate standards compliance, vendor compatibility, workflow quality, and runtime evidence with a ten-point Agent Skills audit designed for real engineering repositories.

Skill selection begins with metadata, not the hidden body. Learn the documented progressive-disclosure model and the observable evaluation method we use to improve routing.

Learn how Copilot, Codex, and Claude load repository instructions, and how we keep one source of truth while preserving tool-specific discovery paths.