Best practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python
Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection,...
Reimplement the current Git branch on a fresh branch off `main` with a clean, narrative-quality commit history.
Git workflow management with atomic commit principles. Capabilities: commit organization, branching strategies, merge/rebase workflows, PR management, history cleanup, staged change analysis,...
Coding standards for readable, maintainable, testable code including SOLID principles, clean code practices, DDD, and TDD. Use when implementing new features, refactoring code, performing code...
This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_match or SemanticF1",...
Generate comprehensive API documentation including endpoint descriptions, request/response examples, authentication guides, error codes, and SDKs. Creates OpenAPI/Swagger specs, REST API docs, and...
Write high-converting landing page copy using proven frameworks like PAS (Problem-Agitate-Solution), AIDA, and StoryBrand. Creates headlines, value propositions, CTAs, and full page sections...
Apply XP practices including pair programming, ensemble programming, continuous integration, and sustainable pace. Use when implementing agile development practices, improving team collaboration,...
Improves the quality of images, especially screenshots, by enhancing
Test-Driven Development (TDD) specialist enforcing write-tests-first methodology. MUST USE when: fixing bugs (λ²κ·Έ μμ ), implementing new features (κΈ°λ₯ ꡬν), refactoring code, '/fix-issue' invoked,...
Review code for quality, security, and performance with comprehensive
React performance optimization and best practices. Use when writing React components, hooks, or JSX; refactoring React code; optimizing re-renders, memoization, or state management; reviewing...
AAA-quality Game Design Document creation for casino-farming hybrid games. Use when creating GDDs, minigame specifications, system design documents, feature briefs, or technical design docs....
Maintain Go repositories with high-quality standards, adhering to CI/CD, linting, and agent-friendly best practices.
Expert VSL (Video Sales Letter) and product marketing video storyboard writer. Use when creating sales videos, product demos, explainer videos, social media video content, or marketing video...
Run Claude Code CLI for AI-powered coding, debugging, refactoring, and codebase exploration. Use when needing to: (1) Build features from descriptions, (2) Debug and fix issues, (3) Navigate or...
Analyze blog posts for SEO, readability, headline quality, and content structure. Generate meta tags and optimization recommendations with scoring.
Generate specialized skills for each subsystem in the monorepo. Creates shared language skills and subsystem-specific checklists for high-quality AI code generation.
Schema for tracking code review outcomes to enable feedback-driven skill improvement. Use when logging review results or analyzing review quality.