Git & Version Control

Conduct comprehensive web research on any topic using available MCP tools including Perplexity for current information, Playwright for web automation, and DeepWiki for encyclopedia-style content. Use when users request research, information gathering, or need to investigate a topic.

Anthropic Claude API development patterns, tool use, Agent SDK, prompt engineering, and best practices.

NDP-specific GitHub workflow using Trunk-Based Development (TBD). Commit directly to main with conventional commits. Use this skill for ALL git operations in the Neural Data Platform project.

Generate comprehensive pytest test suites for CasareRPA components, including nodes, controllers, use cases, and domain entities, following the project's testing patterns.

Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.

Best practices for coding, debugging, and refactoring. Use when reviewing code, debugging issues, refactoring, or establishing coding patterns.

Creates native CSS animations using keyframes, transitions, and modern animation properties. Use when building animations without JavaScript libraries, optimizing performance, or implementing micro-interactions.

Create aesthetically beautiful interfaces following proven design principles. Use when building UI/UX, analyzing designs from inspiration sites, generating design images with ai-multimodal, implementing visual hierarchy and color theory, adding micro-interactions, or creating design documentation. Includes workflows for capturing and analyzing inspiration screenshots with chrome-devtools and ai-multimodal, iterative design image generation until aesthetic standards are met, and comprehensive design system guidance covering BEAUTIFUL (aesthetic principles), RIGHT (functionality/accessibility), SATISFYING (micro-interactions), and PEAK (storytelling) stages. Integrates with chrome-devtools, ai-multimodal, media-processing, ui-styling, and web-frameworks skills.

Astro framework patterns for SSR/SSG, middleware, and TypeScript. Use when working with Astro pages, API routes, middleware configuration, or debugging rendering issues. Trigger phrases include "Astro", "prerender", "middleware", "SSR", "SSG", "static site".

Use this skill when reviewing pull requests, branch changes, or code diffs. Triggers on "review this PR", "review my changes", "code review", "review branch", or when user shares a GitHub PR URL. Focuses on ML research and internal tooling quality.

This skill should be used when the user asks about "namespaces", "singleton", "TileManager", "GameManager", "TokenManager", "InputManager", "data flow", "class responsibilities", "layers", "folder structure", "code organization", "design patterns", "ScriptableObject", "databases", or discusses Zero-Day Attack codebase architecture and patterns.

UI/UX enhancement workflow for visual hierarchy, spacing, typography, and responsive layout. Use when refining page layout, polishing components, or improving readability and responsiveness in web UI work.

Generates comprehensive BDD/Gherkin tests for features. Triggers when user needs to write tests, create test scenarios, add test coverage, or verify feature completeness.

Design reusable prompt templates that encode domain-specific patterns for recurring AI development tasks.Use this skill when you've executed similar prompts 2+ times and need to capture the pattern as reusableintelligence. Transforms one-off prompts into parameterized templates that maintain quality while reducingcognitive load. Helps students move from Layer 2 (AI Collaboration) to Layer 3 (Intelligence Design) inthe 4-Layer Teaching Method.

High-performance semantic search and document parsing toolkit. Use PROACTIVELY for searching across documentation, YAML manifests, configuration files, or any text where semantic understanding is needed. Particularly effective when exploring unfamiliar codebases, finding conceptually related content, or when exact keywords don't match the desired information.

Stack prompts in queue while agent runs, minimizing context switches to achieve sustained 6k lines per day output and preserved flow state. Use for heavy coding sessions, iterative refinements, rapid iteration cycles, or sustained productivity. Queue enables async execution without blocking. Triggers on "flow state", "queue prompts", "heavy coding", "sustained output", "minimize interruptions".

Expert in Chrome browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use when browser automation, performance testing, web scraping, debugging, or browser interaction is needed. **CRITICAL:** Always uses persistent data-dir at ~/.claude/credentials/chrome for session management. (project, gitignored)

Generate tRPC router files with procedures and validation. Triggers on "create trpc router", "generate trpc procedure", "trpc api", "typesafe api".

git status / diff を確認し、Conventional Commits 形式でコミットしてプッシュするための手順。差分の断面を残したいときや一定量の修正がまとまったときに使用する。

Manage git worktrees for this repo. Use when creating/removing/inspecting worktrees or when isolating work into a new path/branch via scripts/worktree-*.sh.