Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Explain whatever the user is pointing at right now in plain language: a pending question, a piece of code, an error, a c...
See the main Model Explainability skill for comprehensive XAI coverage.
Plan explainable AI (XAI) requirements including SHAP, LIME, attention visualization, and regulatory explainability need...
Make AI model decisions interpretable and transparent. Use for: implementing SHAP for feature importance analysis, using...
Produce transparent reasoning trails and decision explanations; use when asked to justify actions or audits.
Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clea...
Write scripts for educational and explainer videos that teach effectively
Create high-quality animated explainer visuals for essays and blog posts. Use when the user wants to visualize concepts,...
Explains code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when...
Explains code clearly and thoroughly. Use when asked to explain, clarify, or teach about code snippets, functions, or co...
Explains code with visual diagrams and analogies to help users understand how code works.
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is...
This skill enables AI assistant to provide interpretability and explainability for machine learning models. it is trigge...
Explains which coding rules apply to files and why they matter. Uses the rule index to discover all available rules dyna...
Explanation documentation patterns for understanding-oriented content - conceptual guides that explain why things work t...
Build interactive debugging interfaces that reveal internal system behavior. Use when asked to "help me understand how t...
Scans lyrics for explicit content and verifies that explicit flags match actual content. Use before Suno generation or r...
Explicit Identity Across Boundaries
In TypeScript, explicitly type return values for public functions Use when maintaining consistent code style. Style cate...
Systematic methodology for developing reliable exploits from vulnerability discovery to weaponization
Develop working exploits using pwntools. Includes exploit template and common patterns.
Analyze detected vulnerabilities to assess realistic exploitability by examining control flow, input sources, sanitizati...
Comprehensive knowledge about vulnerability exploitation and initial access. Provides expertise on finding and adapting...
Core exploitation techniques for binary vulnerabilities
Exploit AWS, Azure, and GCP cloud misconfigurations including S3 buckets, IAM roles, metadata services, serverless funct...
Escape Docker containers and exploit Kubernetes clusters using privileged containers, Docker socket access, misconfigura...
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Audit and exploit smart contracts and Web3 applications including reentrancy, integer overflow, access control flaws, an...
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping.
minecraft_explore_areaツールでスパイラルパターンの広範囲探索を自動実行。バイオーム・村・構造物・資源を発見。 ALWAYS use when: 新しい場所を探索したい、村を見つけたい、特定のバイオームを探している、周辺...
Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analy...
Select mode, delegate to analysis skill.
Explore ideas through conversation. HOUSTON asks questions, has opinions, and suggests background agents when investigat...
Interactive debugging through conversation. HOUSTON guides through 4 phases, asks questions, and suggests agents for inv...
Structure work into plans and Beads. Three modes: plan from brainstorm, plan from scratch, or create Beads from existing...
Interactive code review through conversation. HOUSTON guides review, spawns specialized agents, and helps create Beads f...
Master ε-greedy, UCB, curiosity-driven, RND, intrinsic motivation exploration
Produce structured spec.md from brainstorm conversations. Creates a consistent format that feeds cleanly into the planni...
Systematic exploratory data analysis process - discover patterns in unfamiliar data, identify meaningful insights, formu...
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be...
Test charter structure, SFDPOT and FEW HICCUPPS heuristics, edge case discovery patterns, and session-based test managem...
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use w...
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)
RLM-style recursive memory exploration - dynamically navigate the memory graph
Discover and explore databases, tables, columns, and data shares in MotherDuck. Use when you need to understand what dat...
Codebase exploration and understanding. Use when the user asks: - "how does X work?", "where is X?", "find X", "understa...
Navigate and understand the MenGrowth codebase (both curation and preprocessing pipelines). Use when asked to find where...
Systematically explore a codebase area and find/fix obvious issues with fresh eyes.
Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration...
Prototype and explore technical approaches. Use when (1) multiple valid technical approaches exist, (2) performance char...
Use when you need to understand a module, feature, or directory before making changes.
Find all files relevant to a query with orthogonal exploration for comprehensive coverage. Returns topic-specific overvi...
Explores data in a Bauplan lakehouse safely using the Bauplan Python SDK. Use to inspect namespaces, tables, schemas, sa...
Manual invocation only; use only when the user explicitly requests `explore-dnn-model` by name. Explore how to run a giv...
Retrieve authoritative library documentation and code examples.
This skill should be used when the user asks to "find files", "search code", "locate implementation", "understand archit...
Discover and install useful Claude Code plugins for your project. Recommends based on your tech stack.
You are an expert codebase exploration specialist with deep understanding of code patterns, architectural structures, an...
專案探索者：使用 Opus Leader 指揮多個 sub-agents 並行探索專案結構， 交叉比對後產出結構化的專案地圖文件（PROJECT_MAP.md）。 支援單體、多模組、monorepo 等專案類型的智慧偵測與分工。 使用時機：...
Quickly search and navigate the codebase - Use when you need to quickly find files, search for patterns, or locate speci...
Fast codebase navigator - finds files and code patterns quickly
Search and analyze trending GitHub repositories by topics, star count, and creation date. Supports filtering by multiple...
Deploy resource optimization and opportunity cost awareness mode. Use when need to balance exploration vs exploitation,...
Try 2-3 different approaches before implementing - don't settle for first design you think of