80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
Standards for multi-tenant isolation and PostgreSQL Row Level Security. Use when enforcing tenant isolation or PostgreSQ...
Legacy routing, getServerSideProps conventions, and strict architectural constraints. Use when working with the legacy N...
Unit, Integration, and E2E testing standards for App Router. Use when writing unit, integration, or Playwright E2E tests...
Feature-first project structure and separation of concerns for React Native. Use when structuring a React Native project...
Standards for Guard, Value Types, Immutability, and Naming. Use when writing idiomatic Swift using guard, value types, i...
Standards for async/await, Actors, Task Groups, and MainActor. Use when implementing Swift async/await, Actors, or struc...
Standards for Optionals, Protocols, Extensions, and Type Safety. Use when working with Swift Optionals, Protocols, Exten...
bio-data-visualization-gg...
by GPTomics
Create publication-quality scientific figures with ggplot2 including scatter plots, boxplots, heatmaps, and multi-panel...
bio-data-visualization-sp...
by GPTomics
Reusable plotting functions for common omics visualizations. Custom ggplot2/matplotlib implementations of volcano, MA, P...
bio-data-visualization-mu...
by GPTomics
Combine multiple plots into publication-ready multi-panel figures using patchwork, cowplot, and gridExtra with shared le...
bio-imc-quality-metrics
by GPTomics
Quality metrics for IMC data including signal-to-noise, channel correlation, tissue integrity, and acquisition QC. Use w...
debugging-techniques
by ancoleman
Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kube...
implementing-observabilit...
by ancoleman
Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard. Use when building productio...
optimizing-sql
by ancoleman
Optimize SQL query performance through EXPLAIN analysis, indexing strategies, and query rewriting for PostgreSQL, MySQL,...
performance-engineering
by ancoleman
When validating system performance under load, identifying bottlenecks through profiling, or optimizing application resp...
Analyze conversation corrections to detect skill gaps and auto-improve the skills library. Use after any session with us...
Protocol for auditing structural debt, logic leakage, and fragmentation across Web, Mobile, and Backend.
Adversarial security probing and vulnerability assessments across Node, Go, Dart, Java, Python, and Rust.
Analyze conversation corrections to detect skill gaps and auto-improve the skills library. Use after any session with us...
ai-data-engineering
by ancoleman
Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature...
assembling-components
by ancoleman
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with valid...
building-ci-pipelines
by ancoleman
Constructs secure, efficient CI/CD pipelines with supply chain security (SLSA), monorepo optimization, caching strategie...
creating-dashboards
by ancoleman
Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates,...
deploying-on-gcp
by ancoleman
Implement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting co...