Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Complete guide for Panaversity Hackathon II (Todo Spec-Driven Development) Phases 2-5. Use when working on Phase 3 (MCP + OpenAI Agents + ChatKit chatbot), Phase 4 (Kubernetes with Minikube, Helm, Docker), Phas...
Use when creating new skills or editing existing skills - applies TDD principles to process documentation with RED-GREEN-REFACTOR cycle
Use when encountering any bug, test failure, or unexpected behavior - requires finding root cause before attempting any fixes
Verify Kubernetes cluster health, resource availability, and readiness before deploying applications
Use when the user presents an idea, feature request, or problem that needs exploration before implementation - facilitates collaborative ideation through structured questioning and approach evaluation
Use when receiving code review feedback - requires technical evaluation before implementing suggestions, with verification and reasoned pushback when appropriate
Use when implementation is needed - creates detailed implementation plans assuming the engineer has zero context for the codebase
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Use when code review is needed - after each task in subagent-driven development, before merging to main, or after completing major features
Use when about to claim work is complete, fixed, or passing - requires running verification commands and confirming output before making any success claims
Validate CAPS (Coding Agent Playbook Spec) playbooks for correctness, completeness, and compatibility with Claude Code and Goose
Automatically generate comprehensive AGENTS.md files that teach AI agents how to work with a repository's structure, conventions, and guidelines
Use when you have a written implementation plan to execute - implements plan tasks in batches with review checkpoints between batches
Use when implementing any feature or bugfix - requires writing a failing test before writing any production code
Process PDF files - extract text, create PDFs, merge documents. Use when user asks to read PDF, create PDF, or work with PDF files.
Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.
コード変更、API変更、新機能追加時にドキュメントを自動更新します。公開APIやインターフェースの変更、新クラス・関数・モジュールの追加、アーキテクチャの重要な変更、ユーザーからの明示的なドキュメント更新依頼時に起動...
Instructions for managing Entity Framework Core migrations using project scripts. Use when adding, removing, applying, or listing database migrations.
Use this skill when designing, implementing, or reviewing RESTful APIs and URL structures.
Specifies user interface designs, React components, and interaction flows following component-based architecture. Use when designing UI specifications, defining component props and state, or documenting user in...
Best practices for writing integration tests using Testcontainers and EF Core. Use when creating or modifying integration tests.
Use this skill when designing application structure or clarifying layer responsibilities in .NET applications.
End-to-end testing patterns with Playwright. Use when writing or debugging E2E tests, focusing on reliability, isolation, and flakiness prevention.
Unit testing patterns for .NET applications using EF Core In-Memory Provider, AAA structure, test data helpers, and TDD workflows. Use when writing unit tests for Application Services, domain logic, or data acc...
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