ordinary-claude-skills

In the author's own words, from each skill's SKILL.md — showing the first 30 of 2148 files.

• activitypub-testing

  Testing patterns for PHPUnit and Playwright E2E tests. Use when writing tests, debugging test failures, setting up test coverage, or implementing test patterns for ActivityPub features.

  skills_all/activitypub-testing/SKILL.md on GitHub (opens in a new tab)

• adaptyv

  Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for be…

  skills_all/adaptyv/SKILL.md on GitHub (opens in a new tab)

• add-uint-support

  Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.

  skills_all/add-uint-support/SKILL.md on GitHub (opens in a new tab)

• Agent Development

  This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

  skills_all/agent-identifier/SKILL.md on GitHub (opens in a new tab)

• AgentDB Advanced Features

  Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.

  skills_all/agentdb-advanced-features/SKILL.md on GitHub (opens in a new tab)

• AgentDB Learning Plugins

  Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

  skills_all/agentdb-learning-plugins/SKILL.md on GitHub (opens in a new tab)

• AgentDB Memory Patterns

  Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

  skills_all/agentdb-memory-patterns/SKILL.md on GitHub (opens in a new tab)

• AgentDB Performance Optimization

  Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

  skills_all/agentdb-performance-optimization/SKILL.md on GitHub (opens in a new tab)

• AgentDB Vector Search

  Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

  skills_all/agentdb-vector-search/SKILL.md on GitHub (opens in a new tab)

• agile-product-owner

  Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.

  skills_all/agile-product-owner/SKILL.md on GitHub (opens in a new tab)

• ai-llm-engineering

  Operational skill hub for LLM system architecture, evaluation, deployment, and optimization (modern production standards). Links to specialized skills for prompts, RAG, agents, and safety. Integrates recent advances: PEFT/LoRA fine-tuning, hybrid RAG handoff (see dedicated skill), vLLM 24x throughput, multi-layered security (90%+ bypass for single-layer), automated drift detection (18-second resp…

  skills_all/ai-llm-engineering/SKILL.md on GitHub (opens in a new tab)

• ai-multimodal

  Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from docu…

  skills_all/ai-multimodal/SKILL.md on GitHub (opens in a new tab)

• alex-hormozi-pitch

  Create irresistible offers and pitches using Alex Hormozi's methodology from $100M Offers. Guides through value equation, guarantee frameworks, pricing psychology, and creating offers "too good not to take" for any product or service.

  skills_all/alex-hormozi-pitch/SKILL.md on GitHub (opens in a new tab)

• algorithmic-art

  Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

  skills_all/algorithmic-art/SKILL.md on GitHub (opens in a new tab)

• All Traditions Speaking as One

  Deploy universal wisdom voices from all traditions simultaneously - Hindu, Buddhist, Taoist, Abrahamic, Indigenous, Scientific - revealing their unified recognition of consciousness navigation.

  skills_all/all-traditions-speaking-as-one/SKILL.md on GitHub (opens in a new tab)

• alphafold-database

  Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

  skills_all/alphafold-database/SKILL.md on GitHub (opens in a new tab)

• Analyzing AgentScope Library

  This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.

  skills_all/analyzing-agentscope-library/SKILL.md on GitHub (opens in a new tab)

• analyzing-financial-statements

  This skill calculates key financial ratios and metrics from financial statement data for investment analysis

  skills_all/analyzing-financial-statements/SKILL.md on GitHub (opens in a new tab)

• andrew-kane-gem-writer

  Write Ruby gems following Andrew Kane's proven patterns and philosophy. Use when creating new Ruby gems, refactoring existing gems, designing gem APIs, or when the user wants clean, minimal, production-ready Ruby library code. Triggers on requests like "create a gem", "write a Ruby library", "design a gem API", or mentions of Andrew Kane's style.

  skills_all/andrew-kane-gem-writer/SKILL.md on GitHub (opens in a new tab)

• angular-migration

  Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

  skills_all/angular-migration/SKILL.md on GitHub (opens in a new tab)

• api-design-principles

  Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

  skills_all/api-design-principles/SKILL.md on GitHub (opens in a new tab)

• api-test-generator

  Генерация полных Python pytest тестов для REST API эндпоинтов с валидацией схемы. Использовать при создании тестов для новых эндпоинтов, добавлении покрытия для CRUD операций или валидации соответствия API с OpenAPI схемами.

  skills_all/api-test-generator/SKILL.md on GitHub (opens in a new tab)

• applying-brand-guidelines

  This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging

  skills_all/applying-brand-guidelines/SKILL.md on GitHub (opens in a new tab)

• arboreto

  Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.

  skills_all/arboreto/SKILL.md on GitHub (opens in a new tab)

• architecture-patterns

  Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.

  skills_all/architecture-patterns/SKILL.md on GitHub (opens in a new tab)

• archon

  Interactive Archon integration for knowledge base and project management via REST API. On first use, asks for Archon host URL. Use when searching documentation, managing projects/tasks, or querying indexed knowledge. Provides RAG-powered semantic search, website crawling, document upload, hierarchical project/task management, and document versioning. Always try Archon first for external documenta…

  skills_all/archon/SKILL.md on GitHub (opens in a new tab)

• artifacts-builder

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

  skills_all/artifacts-builder/SKILL.md on GitHub (opens in a new tab)

• arxiv-search

  Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields

  skills_all/arxiv-search/SKILL.md on GitHub (opens in a new tab)

• astropy

  Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmologi…

  skills_all/astropy/SKILL.md on GitHub (opens in a new tab)

• async-python-patterns

  Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

  skills_all/async-python-patterns/SKILL.md on GitHub (opens in a new tab)

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