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Resolve a GitHub issue by implementing a fix and tests; use when asked to fix an issue end-to-end.
Assess a codebase for patterns, anti-patterns, and quality opportunities; use when asked to generate coding rules, standards, or quality guidelines.
Compare data model designs and pick the best fit; use when modeling new data or refactoring schemas.
Compare testing strategies and choose the best coverage plan; use when deciding how to test a feature or fix.
Propose multiple bug-fix strategies and pick the safest; use when a bug has more than one viable fix.
Perform a large-scale refactor with staged work and validation; use when changes span many files or modules.
Create a GitHub issue with extra review and triage detail; use when a thorough or multi-perspective issue write-up is needed.
Run scout, plan, then implement; use when you want an end-to-end discovery, plan, and build flow.
Design and compare alternative API shapes; use when deciding on endpoints, request or response formats, or versioning.
Invoke Google Gemini for image generation and understanding using the Python google-genai SDK. Supports gemini-3-pro-image-preview (generation + understanding), gemini-2.5-flash-image (fast generation...
Periodically curate and summarize learnings from `.ai-docs/learnings.jsonl` into `project-dna.md` and `bug-patterns.md`.
Interactive skill creation assistant that guides you through creating new Claude skills with proper structure, formatting, and best practices. Asks about your workflow, generates folder structure, and...
Invoke OpenAI models for text generation, reasoning, and code tasks using the Python openai SDK. Supports gpt-4o (multimodal), o1 (reasoning), o3-mini (fast reasoning), and gpt-4o-mini (fast).
Refine or update an existing implementation plan; use when asked to improve or adjust a plan file.
Gemini 2.5 Computer Use for browser automation with VISIBLE local browser. Watch Gemini AI control your browser in real-time. Perfect for web app testing, automation demos, and debugging.
Produce an implementation plan and write it to a plan file; use when the user asks for a plan before coding.
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