Agent skills

Design & Presentation skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,329 found
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agent-builderUse when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool…majiayu000agent-builderDesign and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI…majiayu000agent-builderUse when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool…majiayu000agent-deckTerminal session manager for AI coding agents. Use when user mentions "agent-deck", "session", "sub-agent", "MCP attach", or…majiayu000Agent Design ArchitectureDesign effective AI agent systems with clear architecture, capability planning, and tool integration. Use when building agent…majiayu000agent-designGuidelines for designing tools and action spaces for AI agents. Use when building agent harnesses, designing tool interfaces…majiayu000agent-designDesign AI agents with recommended patterns and architecturesmajiayu000writesagent-designerUse when the user asks to design multi-agent systems, create agent architectures, define agent communication patterns, or build…majiayu000agent-developmentDesign and build custom Claude Code agents with effective descriptions, tool access patterns, and self-documenting prompts.…majiayu000agent-developmentDesign and build custom Claude Code agents with effective descriptions, tool access patterns, and self-documenting prompts.…majiayu000agent-developmentGenerates Claude Code plugin agent .md files: writes YAML frontmatter (name, model, color, tools, hooks, disallowedTools), crafts…majiayu000agent-harness-constructionDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.majiayu000agent-llm-architectExpert LLM architect specializing in large language model architecture, deployment, and optimization. Masters LLM system design…majiayu000agent-onboardingComprehensive framework for effective gptme agent onboarding that builds user trust, communicates capabilities clearly, and…majiayu000agent-ops-git-storyGenerate narrative summaries from git history for onboarding, retrospectives, changelogs, and exploration. LLM-enhanced when…majiayu000agent-prompt-behaviorDesign agent system prompts with explicit behavior rules and cognitive control. This skill should be used when users need to…majiayu000agent-prompt-designCreate well-structured prompts for AI agents using proven architecture patterns. Use when users ask to write agent prompts…majiayu000Agent Reliability & SafetyDesign reliable, safe, and trustworthy agent systems that fail gracefully and operate within bounds. Use when building…majiayu000agent-resources-visionNorth star guidance for the agent-resources project. Use this skill to understand project context, get inspiration for…majiayu000agent-tool-builderYou are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that…majiayu000agent-tool-builderTools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that…majiayu000agentic-systems-designUse when designing tool-use agents, multi-step reasoning systems, planning loops, multi-agent architectures, or agent evaluation…majiayu000agents-mdYou are a coding agent working inside THIS repository. Your task is to create a high-signal, low-bloat onboarding file for coding…majiayu000ai-architect-expertExpert-level AI system design, MLOps, architecture patterns, and AI infrastructuremajiayu000writesai-employee-onboarding-wizardStand up a production-ready AI employee operating system in one guided session. Outputs 7 ready-to-use files: IDENTITY.md…majiayu000ai-eval-design-and-iterationDevelop "quizzes" (evals) to measure model performance on specific tasks. Use these benchmarks to guide fine-tuning, determine…majiayu000ai-feature-templateCreate new AI-powered features using xAI Grok. Use when user mentions "new AI feature", "add Grok", "create prompt", "AI…majiayu000algorithm-designerDesign and document statistical algorithms with pseudocode and complexity analysisbrycewang-stanfordambiguity-resolverStructure vague opportunities and unclear briefs into actionable one-page problem statements. Use when asked to clarify a vague…majiayu000analyze-claude-codeAnalyze Claude Code CLI source code to understand its architecture, implementation details, and design patterns. Use when users…majiayu000analyze-code-structureExamine code organization and identify structural patterns. Use when reviewing module design.majiayu000analyze-code-structureExamine code organization and identify structural patterns. Use when reviewing module design or understanding architecture.majiayu000analyze-competitorsBuild a competitive positioning matrix and strategy canvas when the user asks to analyze competitors, compare products, or assess…majiayu000writesanalyze-frame當接收到新需求或 Event Storming 產出後觸發。分析問題類別(CBF/IDF/RIF),生成完整的規格目錄結構。實現「需求與實作分離」、「規格即文檔、文檔即規格」。majiayu000analyze-patternsUse this skill when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication. This…majiayu000analyzerComprehensive codebase analysis methodology for existing projects. Use when onboarding to a new codebase, doing periodic health…majiayu000analyzing-patternsAutomatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture..."…majiayu000analyzing-projectsGuides systematic project analysis, codebase exploration, and architecture pattern recognition. Use when understanding new…majiayu000analyzing-projectsAnalyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project…majiayu000analyzing-requirementsユーザー要件を分析し、システム設計ドキュメント(DESIGN.md)を生成します。ユーザー要件が曖昧または不明確な場合、システムアーキテクチャの設計が必要な場合、大規模な機能開発の設計仕様が必要な場合、技術的実現可能性の検証が必要な場合に使用します。不明点はA…majiayu000memory-systemsDesign short-term, long-term, and graph-based memory architecturesmajiayu000prompt-engineerExpert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters…majiayu000tool-designBuild tools that agents can use effectively, including architectural reduction patternsmajiayu000apollo-federationGuide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a federated…majiayu000writesapollo-reference-architectureImplement Apollo.io reference architecture. Use when designing Apollo integrations, establishing patterns, or building…jeremylongshorewritesarchitectPlanning-only mode: research, analyze, and design — no code changesmajiayu000architectureSystem architecture analysis and design. Validates architecture patterns, generates dependency graphs, and evaluates module…majiayu000ascii-explainerExplains code, algorithms, system design using ASCII diagrams. Trigger phrases - "explain visually", "I don't get it", "show me"…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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