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.
vaex
This skill provides comprehensive guidance for using Vaex to handle tabular datasets too large for memory. It covers loading data from various formats, performing lazy operations, creating visualizations, and building ML pipelines. The documentation includes specific code patterns, performance comparisons, and troubleshooting advice for common scenarios.
code-review
A comprehensive code review skill with structured workflows, severity classification, and multi-language support that provides systematic analysis for security, performance, and maintainability.
conference-talk-builder
This skill guides users through creating structured conference talks using the Story Circle narrative framework and generates formatted iA Presenter markdown slides. It provides a step-by-step process from gathering information to slide refinement, with bundled reference files for the framework and presentation syntax.
sonoscli
This Skill provides CLI access to control Sonos speakers on a local network. It handles discovery, playback control, volume adjustment, grouping, and queue management. The tool includes workarounds for network issues and optional Spotify integration, making it useful for developers who prefer terminal-based audio control.
systematic-debugging
A structured four-phase debugging methodology that enforces root cause analysis before fixes. Provides concrete steps for investigating bugs, analyzing patterns, testing hypotheses, and implementing solutions. Includes specific checklists, red flags, and common scenario guides to prevent symptom-focused patches.
.claude
This skill provides expert guidance for developing a Kotlin Multiplatform Nostr client with Compose Desktop. It enforces a strict workflow for code reuse, mandates surveying existing code before writing new code, and offers specialized sub-skills for different domains like Nostr protocol and UI development.
cicd-diagnostics
Diagnoses DotCMS GitHub Actions failures (PR builds, merge queue, nightly, trunk). Analyzes failed tests, root causes, compares runs. Use for "fails in GitHub", "merge queue failure", "PR build failed", "nightly build issue".
ui-design-system
Generates design system tokens including color palettes, typography scales, spacing grids, and responsive breakpoints from a base brand color. Exports to JSON, CSS, or SCSS formats. Helps maintain visual consistency across projects with automated token generation.
algorithmic-art
This skill creates algorithmic art by first generating a conceptual philosophy document, then implementing it as an interactive p5.js sketch. It produces self-contained HTML files with seeded randomness, parameter controls, and Anthropic-branded UI. The two-step process separates creative direction from technical implementation.
rag-implementation
Provides practical guidance for building RAG systems with vector databases and semantic search. Includes code examples for document loading, chunking, embedding, retrieval, and prompt engineering. Covers multiple vector stores (Chroma, Pinecone, Weaviate) and retrieval strategies (hybrid search, multi-query, contextual compression).
integrations
A comprehensive integration skill that automates third-party service setup with clear triggers, structured file generation, and practical guidance for developers.
python-pro
This skill provides a detailed framework for Python development, enforcing type hints, async patterns, and security checks. It integrates with tools like black, mypy, and bandit to ensure code quality. The workflow includes environment assessment, implementation phases, and quality assurance steps.
agent-native-architecture
This skill provides a methodology for building applications where AI agents are central, using atomic tools and system prompts instead of hardcoded logic. It teaches how to refactor existing tools by moving business decisions from code to prompts, enabling agents to achieve outcomes through loops of primitive operations.
PAIUpgrade
A dual-mode skill that analyzes any content for system improvement opportunities and monitors Anthropic ecosystem updates. It extracts actionable recommendations across 10 dimensions and tracks official sources for new features.
developer-growth-analysis
Analyzes local Claude Code chat history to identify coding patterns and improvement areas, then curates HackerNews articles and delivers personalized growth reports to Slack. Provides evidence-based feedback on technologies used, problem types, and recurring challenges from actual work.
clarify
A structured tool for transforming vague user requests into precise specifications through iterative questioning. It provides a clear protocol with before/after comparison, saves clarified requirements to files, and handles common ambiguity categories like scope, behavior, and constraints.
bunjs-apidog
This skill provides detailed guidance for creating OpenAPI specifications and integrating them with Apidog for Bun.js TypeScript backends. It covers spec structure, field naming conventions (camelCase), schema design, and includes a shell script for automated API spec import. It addresses common error scenarios and best practices.
multi-agent-coordination
Provides concrete patterns for coordinating multiple Claude agents in workflows, focusing on parallel vs sequential execution. Explains the 4-message pattern for true parallelism and file-based delegation to avoid context pollution. Includes agent selection logic and anti-pattern warnings.
nix-manager
A specialized Claude Skill for managing Nix packages and flakes using Determinate Systems patterns. It provides concrete commands for installing/updating packages, modifying flake.nix files, troubleshooting common Nix issues, and migrating from other package managers like Homebrew. The skill references a specific dotfiles repository structure.
aws-sdk-java-v2-kms
A comprehensive and well-structured skill for AWS KMS implementation using Java SDK 2.x, covering key management, encryption patterns, and Spring Boot integration with clear examples.
format-markdown-table
This skill converts structured data into properly formatted markdown tables with configurable column alignment. It handles edge cases like empty rows, mismatched columns, and invalid alignment options. The tool is useful for creating readable tables in reports, documentation, and data summaries.
aeon
This skill provides a scikit-learn compatible Python toolkit for time series machine learning tasks. It covers classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search with practical code examples and dataset integration.
sales-comp-plan-designer
Generates sales compensation plans with base/variable splits, accelerators, and quota methods. Provides structured markdown output with recommendations and templates for sales leaders designing incentive programs.
tauri
Provides structured documentation and code examples for Tauri framework development. Covers desktop and mobile app creation, IPC patterns, debugging setups, and platform-specific configurations. Serves as a quick reference for common tasks like code signing and plugin development.