Monitor the openai/parameter-golf competition leaderboard by fetching PR data from GitHub. Use this skill whenever the user asks about the parameter-golf competition, leaderboard…
Use this skill when facing complex problems requiring rigorous reasoning, systematic decomposition, or factual verification.
This skill should be used when building AI agents using prompt-native architecture where features are defined in prompts, not code.
Clear description of what this skill does and when Claude should use it. Be specific about triggers - include the functionality AND when to activate.
Guidance for text embedding retrieval tasks using sentence transformers or similar embedding models. This skill should be used when the task involves loading documents, encoding…
This skill should be used when the user asks to "create a skill", "write a SKILL.md", "validate skill structure", "improve skill description", "understand skill protocol", "design…
Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting binder-target comple — from…
Use this skill when the user needs to analyze, clean, or prepare datasets. Helps with listing columns, detecting data types (text, categorical, ordinal, numeric), identifying data…
This skill should be used when the user asks to "search Google Scholar", "find academic papers", "scholar search", "lookup papers", "find citations", "academic search", "search…
Use this skill when you need to gather comprehensive documentation and best practices for frameworks, libraries, or dependencies in your project.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Core behavioral guidelines and interaction patterns for the agent. This skill provides the foundation for how the agent should communicate and behave across all interactions.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or — from…
HODD-RUST: Validation-first Rust development. Strictly validation-first before-and-after(-and-while) planning and execution.
Design and implement RESTful API endpoints following REST principles with clear resource-based URLs and appropriate HTTP methods.
Implement machine learning solutions including model architectures, training pipelines, optimization strategies, and performance improvements.
This skill should be used when building production LLM applications in any language. It applies when implementing predictable AI features, creating structured interfaces for LLM…
Unified virtual filesystem framework for LLM agents. Provides access to files, memory, RAG, skills, and snapshots through a single interface.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.
This skill should be used when the user asks to "write system prompt", "configure SystemPromptGenerator", "prompt engineering", "background steps output_instructions", "improve…
Optimize CUDA/GPU simulation code using NVIDIA Nsight Systems (nsys) profiling. Use this skill whenever the user mentions performance problems, slow simulations, profiling, nsys,…
This skill should be used when analyzing market breadth charts, specifically the S&P 500 Breadth Index (200-Day MA based) and the US Stock Market Uptrend Stock Ratio char — from…
This skill should be used when analyzing a downstream project's git diff after Lisa was applied to identify improvements that should be upstreamed back to Lisa templates.
Use this skill when the user asks for "transaction details", "show me tx", "what happened in this transaction", "look up transaction", or mentions viewing transaction data on EVM…
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context w — from…
Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum circuit design,…
This skill should be used when the user asks to "create an agent", "write a subagent", "generate agent definition", "add agent to plugin", "write agent frontmatter", "create…
Use this skill when the user wants to analyze something and needs help choosing the right approach, persona, and command sequence.
This skill calculates key financial ratios and metrics from financial statement data for investment analysis — from majiayu000/claude-skill-registry
Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering,…
Guides architects on when and how to use goal-seeking agents as a design pattern. This skill helps evaluate whether autonomous agents are appropriate for a given problem — from…
Configures and manages database connection pools, with a focus on SQLAlchemy. Use this skill for tasks involving connection pool configuration, sizing, lifecycle management,…
This skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level dependen — from…
Performs comprehensive audits to detect placeholder code, mock data, TODO markers, and incomplete implementations in codebases.
Follow project-wide development conventions including consistent project structure, clear documentation, version control best practices, environment configuration, and dependency…
FIDO2/WebAuthn/パスキー関連の実装・設定・ドキュメント・テストを扱う時に使用。パスキー登録、認証、管理、アテステーション検証に関する作業で自動的に呼び出される。 — from majiayu000/claude-skill-registry-data
GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous.
Performs ChIP-specific biological validation. It calculates metrics unique to protein-binding assays, such as Cross-correlation (NSC/RSC) and FRiP.
This skill should be used when analyzing video files. You cannot process video directly, so this skill extracts frames hierarchically - starting with a quick overview, then…
This skill should be used when analyzing sector and industry performance charts to assess market positioning and rotation patterns.
This skill should be used when the user asks to "add permissions to a policy", "create a policy with roles", "set up role permissions", "configure rolePermissions", "use…
Detect explicit user_id parameters in functions to identify potential opportunities for using ambient context.
Diagnose what any story needs regardless of its current state. This skill should be used when a writer is stuck, evaluating story problems, when narrative feels broken, or when…
Create distinctive, production-grade frontend interfaces using Gemini 3 Pro for design ideation. Use this skill when you want Gemini's creative perspective on web components,…
This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
Implement single-endpoint chat API with deterministic request orchestration. This skill should be used when users need to create /api/{user_id}/chat endpoint, implement request…
Meta-skill for creating workflow-optimized skills from MCP servers. Use when users want to create a custom skill that integrates one or more MCP servers into a specialized…
Local WordPress development environment management using @wordpress/env for plugin and theme development.
Expert assistant for the Okyline schema language. Okyline enables JSON data validation by example, where constraints are expressed inline on field names.
This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic systems", "implement RAG", "create few-shot…
This skill should be used when the user asks to "create a subagent", "validate a subagent", "generate subagent schema", "check subagent configuration", "write subagent…
Local RAG system management with RLAMA. Create semantic knowledge bases from local documents (PDF, MD, code, etc.), query them using natural language, and manage document…
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications.
This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simul — from…
Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters.
When the user needs to gather information from multiple sources including web searches, academic databases (arXiv), PDF documents, and professional profiles.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or — from…
Master high-performance rendering for large datasets with Datashader. Use this skill when working with datasets exceeding 100M+ points, optimizing visualization performance, or…
This skill should be used when the user asks about "Workers AI", "AI models", "text generation", "embeddings", "semantic search", "RAG", "Retrieval Augmented Generation", "AI…