Marketplace
SkillHub Club catalog feed.
Public marketplace mirror sourced from skillhub.club. This source view keeps the new outcome-first browsing model while filtering server-side to a single upstream feed.
claude-code-skills
Provides a detailed reference for creating and organizing Claude Code skills, including folder structure, SKILL.md templates, progressive disclosure patterns, and hook implementation. It's essentially a meta-skill for skill developers.
qa-testing-strategy
Provides a risk-based testing framework covering unit, integration, contract, E2E, performance, and security testing. Includes shift-left gates, flake management with SLOs, CI economics with time budgets, and observability-first debugging workflows. Offers concrete templates for runbooks and checklists.
ai-ml-data-science
This skill provides structured workflows for end-to-end data science projects, from problem framing to production deployment. It includes EDA, feature engineering with feature stores, model training with LightGBM/scikit-learn, and SQL transformations via SQLMesh. Focuses on MLOps practices like drift monitoring and automated retraining.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
skill-installer
This skill installs Codex skills from GitHub repositories, supporting both a curated list and custom repo paths. It handles public and private repos with fallback methods, validates installations, and provides clear status feedback. The tool is essential for managing the Codex skill ecosystem.
deploy
This skill bundles three related tasks: setting up Vercel/Netlify deployment, integrating Google/Vercel Analytics, and performing a pre-flight environment health check. It provides clear, step-by-step guides for each task, triggered by specific Japanese or English phrases.
spring-boot-event-driven-patterns
A comprehensive and practical guide for implementing Event-Driven Architecture in Spring Boot, covering core patterns with clear examples and modern dependencies.
artifacts-builder
A toolset for creating complex Claude.ai HTML artifacts using React, TypeScript, Tailwind CSS, and shadcn/ui. It provides scripts to initialize projects and bundle them into single HTML files suitable for sharing as artifacts. It includes 40+ pre-configured UI components and handles Node version compatibility.
validate-report-file
Validates agent-generated report files for required sections and formatting. Checks for 5 specific sections, validates header metadata and status consistency, and returns structured JSON results. Useful for automated quality gates in report generation pipelines.
project-health-check
Provides a structured framework for evaluating individual project health across six dimensions (schedule, cost, scope, quality, risk, stakeholder). Includes specific metrics, assessment questions, and a weighted scoring system. Generates detailed reports with root cause analysis and prioritized recommendations. Has clear anti-rationalization rules and escalation criteria for critical issues.
continuity-ledger
Creates external ledger files to preserve session state across Claude's /clear operations. Uses markdown files in .ring/ledgers/ to track goals, decisions, progress, and open questions. Enables resuming complex multi-phase work after clearing context without losing understanding.
gwas-database
This skill provides structured access to the NHGRI-EBI GWAS Catalog for querying SNP-trait associations. It includes detailed API examples, Python code snippets for data retrieval, and clear guidance on search patterns for genetic variants, diseases, and genes. The documentation covers practical workflows for genetic epidemiology research.
AgentDB Memory Patterns
Provides memory management for AI agents using AgentDB's vector storage. Offers session memory, long-term pattern storage, and integrates with ReasoningBank for context synthesis. Includes CLI tools for database management, learning plugins, and performance benchmarks showing significant speed improvements over traditional approaches.
vendor-implementation
基于Hyperliquid成功实现经验，为新交易所供应商提供Yuan框架集成指南。使用此技能当需要为新的交易所创建供应商实现，包括项目结构设计、API集成、核心服务实现和最佳实践。适用于交易所API集成、金融系统开发、微服务架构设计。
Agent Development
Provides detailed guidance for creating autonomous agents in Claude Code plugins, covering file structure, triggering conditions, system prompt design, and validation rules. Includes concrete examples and practical templates for agent development.
competitive-ads-extractor
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
create-skill
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends your capabilities with specialized knowledge, workflows, or tool integrations.
dask
This skill provides detailed guidance for using Dask to process datasets larger than available RAM and parallelize pandas/NumPy operations. It covers DataFrames, Arrays, Bags, Delayed tasks, and Futures with clear examples, performance optimization tips, and common patterns for data workflows.
microservices-architect
A specialized agent for designing and implementing microservices architectures. It provides structured guidance on service decomposition, communication patterns, resilience strategies, and production deployment using tools like Kubernetes, Istio, and Kafka. It follows a phased approach from domain analysis to production hardening.
swift-expert
Comprehensive Swift development expert skill with extensive coverage of modern Swift patterns, concurrency models, and Apple ecosystem tools. Well-structured workflow with clear quality standards and integration capabilities.
quant-analyst
A comprehensive quantitative finance skill with extensive coverage of financial modeling, algorithmic trading, and risk management concepts, though implementation details are abstract.
startup-trend-prediction
This skill provides a structured framework for analyzing historical tech and market trends to predict future startup opportunities. It includes adoption curve analysis, competitive mapping, and timing windows for market entry decisions. The templates help users avoid hype cycles and base decisions on multiple signals.
spotify-player
This skill provides terminal-based Spotify control via spogo or spotify_player CLI tools. It enables search, playback control, device switching, and status checking from the command line. Requires Spotify Premium and proper authentication setup.
reactome-database
This skill provides programmatic access to Reactome's biological pathway database via REST API and Python client. It enables pathway enrichment analysis, gene mapping, and expression data processing for systems biology research. The documentation includes detailed API endpoints, code examples, and workflow integration patterns.