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.
code-quality-review
A comprehensive, systematic framework for conducting code reviews that balances technical rigor with constructive feedback techniques, making it valuable for both individual reviewers and team standards.
Research
A multi-mode research system with three intensity levels (quick/standard/extensive) and specialized workflows for content extraction, YouTube processing, and Fabric pattern integration. Routes requests to appropriate agents, integrates with OSINT and scraping tools, and organizes outputs into structured directories.
data-transform
Provides pandas and numpy code snippets for common data transformation tasks like cleaning, normalization, reshaping, and filtering. Executes locally, compatible with any LLM provider. Includes detailed examples for handling missing values, scaling, pivoting, and troubleshooting common pandas errors.
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, cosmological distance calculations, time scale conversions, or astronomical data processing.
writing-skills
Applies Test-Driven Development methodology to creating Claude Skills documentation. Provides concrete guidelines for writing effective SKILL.md files with emphasis on trigger-based descriptions, proper structure, and avoiding common pitfalls that cause Claude to skip reading full skill content.
frontend-components-standards
A comprehensive and practical guide for creating maintainable frontend components with clear principles, excellent examples, and framework-agnostic advice.
google-calendar
This skill provides unified Google Calendar access across multiple accounts (work, personal) with parallel fetching, conflict detection, and full CRUD operations. It uses refresh tokens to avoid repeated logins and outputs formatted schedules with clear visual indicators for overlapping events.
evaluation
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge, multi-dimensional evaluation, agent testing, or quality gates for agent pipelines.
web-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.
shadcn-ui
Comprehensive documentation skill for shadcn/ui component library with excellent CLI guidance, framework-specific setups, and practical implementation examples.
plotly
Provides comprehensive guidance for using Plotly, a Python library for creating interactive visualizations. Covers both high-level Plotly Express and low-level Graph Objects APIs, with clear examples for common workflows like scientific plotting, statistical analysis, and dashboard creation. Includes practical advice on installation, export options, and integration with Dash.
context-fundamentals
Provides foundational knowledge for designing and debugging AI agent systems by explaining context components, attention mechanics, and progressive disclosure. Helps developers optimize token usage and manage system prompts, tool definitions, and message history effectively.
test-data-management
A comprehensive, production-ready test data management skill with excellent privacy compliance, practical code examples, and clear strategies for different testing scenarios.
document-converter
Converts documents between Markdown, DOCX, and PDF formats with intelligent tool selection. Supports batch processing, automatic fallbacks, and offers both API-enhanced and offline modes. Handles text extraction from PDFs and DOCX files with quality validation.
debugging-strategies
A comprehensive, language-agnostic debugging guide covering systematic methodologies, practical techniques, and common patterns with clear examples and structured approaches.
skill-builder
This skill provides detailed guidance for creating Claude Code Skills with proper YAML frontmatter and directory structure. It explains the required format, shows examples, and helps developers build skills that Claude can autonomously discover and use across different interfaces.
verification-quality
Provides automated code quality verification with truth scoring (0.0-1.0 scale) and automatic rollback when scores fall below a configurable threshold (default 0.95). Integrates with CI/CD pipelines, offers real-time monitoring dashboards, and includes pre-commit hooks for preventing low-quality code from being committed.
content-research-writer
This skill acts as a writing partner for drafting articles, blog posts, and technical docs. It helps structure outlines, conduct research with citations, improve introductions, and provides feedback on sections as you write. It maintains the user's writing style and offers concrete examples for different content types.
backend-api-standards
A comprehensive and practical guide for RESTful API design with clear standards, excellent examples, and actionable checklists for backend developers.
make_latex_model
A highly specialized tool for pixel-perfect alignment between LaTeX and Word templates, specifically designed for NSFC grant applications with robust automation and AI-assisted decision making.
auth-patterns
Provides ready-to-use authentication and authorization patterns for backend applications, including JWT, session-based auth, OAuth 2.0, password security, RBAC, ABAC, and security best practices with TypeScript examples. Covers token storage, rate limiting, account lockout, MFA, and refresh token rotation.
prompt-lookup
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
pytdc
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.
burp-suite
This skill documents Burp Suite Professional, a leading HTTP interception proxy for web application security testing. It provides detailed workflows for proxy configuration, active/passive scanning, and fuzzing with Intruder. The guide includes practical examples for Docker integration and common troubleshooting scenarios.