Research

Creates video presentations with static AI-generated slides and animated transitions. Auto-trigger when users ask to create presentations, slideshows, video presentations, pitch decks, training videos, or animated slide shows. Supports brand consistency via reference images (logos, colors) from the Reference Images folder. Uses fal.ai APIs (Nano Banana Pro for slides, Eleven Labs for voiceover, Kling 2.6 Pro for transitions) and FFmpeg for assembly.

A simple example skill that demonstrates the basic structure of a Claude Skill, including scripts, references, and best practices. Use this as a learning template when creating new skills.

Expert .NET 10 Debugging Strategist using CLI-first diagnosis. Use when user encounters: - Bugs, errors, exceptions in .NET/C# applications - Performance issues (slow, high CPU, memory leaks) - Crashes, deadlocks, race conditions - Need root cause analysis Triggers: "debug", "error", "exception", "crash", "memory leak", "high CPU", "performance", "dotnet-dump", "dotnet-counters", "stack trace", "NullReferenceException", "deadlock", "race condition", "OutOfMemoryException", "slow", "timeout"

Critical thinking partner for technical concepts and strategy. Use when the user wants to explore technical ideas, validate assumptions, or develop strategy. Claude researches the user's Obsidian notes to understand their thinking patterns and context, identifies gaps and flawed assumptions, and provides constructive challenge. For AWS topics, Claude also consults AWS documentation to ensure technical accuracy.

Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.

Persona-based collaborative research tool with intelligent role-based orchestration and conversation threading

Create clean, single-file HTML pages for displaying information. Use for quick reference pages, comparisons, lists, or any data you want to view in a browser.

PolicyEngine visual identity - colors, fonts, logos, and branding for web apps, calculators, charts, and research

Token-efficient library API documentation fetcher using Context7 MCP with 77% token savings. Fetches code examples, API references, and usage patterns for published libraries (React, Next.js, Prisma, etc). Use when users ask "how do I use X library", need code examples, want API syntax, or are learning a framework's official API. Triggers: "Show me React hooks", "Prisma query syntax", "Next.js routing API". NOT for exploring repo internals/source code (use researching-with-deepwiki) or local files.

Final SEO audit and technical implementation. Use at the END of a project to verify all pages, implement technical SEO (sitemap.xml, robots.txt, schema), and check for ranking readiness. Triggers on "SEO audit", "final SEO check", "verify SEO", "implement technical SEO".

Expert guidance for writing high-quality academic and research papers. Use when the user wants to write, structure, revise, or improve academic papers, research articles, conference papers, or technical reports. Provides comprehensive support for all stages from planning to final polish.

Generate publication-style newsletters and executive briefs for 360 Social Impact Studios by synthesizing updates from Asana, Gmail, and Google Drive into professionally designed, interactive HTML dashboards with data visualizations. Supports both confidential executive briefs and public-facing newsletters.

Full text access via Europe PMC, CORE, and other open access sources. Triggers: 全文, fulltext, PDF, open access, 免費下載, PMC, 開放取用

Extract learnings from completed swarm work for persistent memory storage. Analyzes swarm_record_outcome data to identify corrections, decisions, and insights. Stores findings in Memory Lane for future reference. Use when subtasks complete with notable learnings or when you want to capture what worked/didn't work.

User-specific git workflow preferences and edge case handling. Documents commit message format requirements and pre-commit hook retry logic specific to this user. Use when creating commits or handling pre-commit hook failures.

Use when encountering bugs, test failures, unexpected behavior, errors, or performance problems - dispatches systematic-debugging-agent that enforces 4-phase process (root cause investigation, pattern analysis, hypothesis testing, implementation) to prevent quick-fix attempts and ensure proper debugging

Guide interactive research and POC creation to understand features deeply. This skill should be used when planning to implement a new feature and needing to research design patterns, understand integration points in the codebase, consult documentation via MCP Deep Wiki, or create minimal POCs to validate concepts. Can receive CDC.md from feature-specification as input for clear requirements.

Expert prompt engineering for LLMs and AI agents. Use when users request help writing, reviewing, or improving prompts for chatbots, AI agents, system prompts, instruction sets, or any LLM-based application. Applies research-backed techniques to minimize hallucinations and maximize reliability.

Standards, conventions, and struct tag reference for models

Manim（Mathematical Animation Engine）を使用してアニメーション動画を作成します。このスキルは、(1) 解説動画やビジュアライゼーションの作成、(2) プレゼンテーション動画、(3) ロゴアニメーション、(4) インフォグラフィック、(5) 教育コンテンツ、(6) 3Dアニメーション、(7) アルゴリズムやデータ構造の可視化に使用します。2D/3Dシーン、LaTeX数式、グラフ、TTSナレーション、BGMなどをサポートします。