Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Keep README files current with project changes. Use when project structure changes, features added, or setup instructions modified. Suggests README updates based on code changes. Triggers on...
Agentic orchestration patterns for long-running tasks. Implements evidence-based delivery and Simon Willison's agent loop. Use when managing multi-step work, coordinating subagents, or...
Use when working with error diagnostics smart debug
Use when working with debugging toolkit smart debug
Use when working with error diagnostics smart debug
Use when working with debugging toolkit smart debug
Use when working with error diagnostics smart debug
Use when working with debugging toolkit smart debug
Use when working with error diagnostics smart debug
Generate and manage text embeddings for semantic search, clustering, and similarity tasks
Use when working with debugging toolkit smart debug
Strategic regression testing with test selection, impact analysis, and continuous regression management. Use when verifying fixes don't break existing functionality, planning regression suites, or...
Orchestrates comprehensive cognitive thinking patterns for complex problem-solving. Analyzes tasks to select optimal pattern(s) from foundational, reasoning, creative, metacognitive, specialized,...
Meta-skill that analyzes complex tasks and spawns specialized agents with relevant skills. Use for multi-step features, large refactors, or any work requiring coordination across domains.
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Performs simultaneous multi-pattern search-and-replace, file/directory renaming, and case-preserving refactoring across codebases. Use for bulk refactoring, global find-and-replace, or when user...
Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction...