This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise...

This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural...

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Use when you've developed a broadly useful skill and want to contribute

Use when starting any conversation - establishes mandatory workflows

Automatically organizes invoices and receipts for tax preparation by

Use when creating or developing, before writing code or implementation

Intelligently organizes your files and folders across your computer by

This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions...

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context...

Use when executing implementation plans with independent tasks in the

'Presentation creation, editing, and analysis. When Claude needs to work

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Create beautiful visual art in .png and .pdf documents using design philosophy.

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Use when tests have race conditions, timing dependencies, or inconsistent

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This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory architecture, temporal...

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