Explore AI skills for development, content, data and productivity. Compare the description and repository popularity before opening a skill.
Design multi-agent systems with supervisor, peer-to-peer, and hierarchical architectures. Use for agent coordination, context isolation, and distributed workflows. Based on muratcankoylan/Agent-Skills-for-Conte...
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Create functional, compositional React components using headless UI patterns with decoupled state management. Use when building React components that need: (1) Composition over complex prop APIs, (2) Separation...
Dispatch multiple independent agent tasks for concurrent execution. Use when multiple unrelated failures or features need simultaneous work. Based on obra/superpowers.
Parallel task execution patterns for 300% performance gains
Configuration file parsing patterns for bash scripts (INI, key=value, JSON)
Manage persistent state directories for bash scripts
Access and apply modern Swift best practices, including Liquid Glass Design, On-device Intelligence, and Swift 6+ patterns.
Look up the latest version of any package using deps.dev API. Use this skill when checking package versions, updating dependencies, adding new packages to a project, or when the user asks about the current vers...
Generate standardized Python project structure with pyproject.toml, UV environment, pytest configuration, and workspace-hub compliance. Creates production-ready project scaffolding.
Create powerful interactive charts with Apache ECharts - balanced ease-of-use and customization
Pandas for time series analysis, OrcaFlex results processing, and marine engineering data workflows
Create custom, highly interactive data visualizations with D3.js (Data-Driven Documents)
Generate interactive validation reports with quality scoring, missing data analysis, and type checking. Combines Pandas validation, Plotly visualization, and YAML configuration for comprehensive data quality re...
Create enterprise-grade interactive charts with Highcharts
Create interactive scientific and analytical charts with Plotly (JavaScript & Python)
Execute data processing workflows defined in YAML configuration files. Supports data loading, transformation, validation, and reporting pipelines.
YAML for configuration-driven engineering workflows, model setup, and analysis parameters
Reviews existing specifications for ambiguity and missing decision points - uses structured taxonomy to detect gaps, generates prioritized clarification questions, reduces specification uncertainty.
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...
Develop, refine, and maintain project constitutional principles - uses Socratic questioning to eliminate ambiguity and ensure perfect clarity on design values and non-negotiables
Use when creating technical specifications for features, systems, or architectural designs. Creates comprehensive specification documents using the Wrangler MCP issue management system with proper structure and...
This skill should be used when the user asks to "define requirements", "create specification", "clarify requirements", "write requirements document", or mentions requirement analysis. Provides comprehensive req...
Collaborative design refinement through iterative questioning. Use for transforming ideas into detailed specifications before implementation. Based on obra/superpowers.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.