swift
Swift programming patterns for iOS and macOS
api-design
RESTful, GraphQL, gRPC, and API best practices
architecture-patterns
Software architecture patterns and best practices
data-design
Data modeling, schema design, and data architecture
design-patterns
Classic and modern software design patterns
system-design
Scalability, availability, and distributed systems design
ux-principles
User experience design principles for developers
code-quality
Clean code principles, SOLID, and code review practices
devops-cicd
CI/CD pipelines, infrastructure as code, and deployment strategies
documentation
Technical writing, API docs, and documentation best practices
internationalization
國際化與本地化開發：i18n/l10n 架構設計、翻譯管理、多語言應用最佳實踐
performance-optimization
Profiling, optimization techniques, and performance best practices
reliability-engineering
SRE principles, observability, and incident management
security-practices
OWASP Top 10, authentication, and secure coding practices
testing-strategies
Unit, integration, E2E testing and TDD practices
analyze-repo
Enterprise-grade repository analysis with arc42/C4 architecture documentation, technical debt quantification, security assessment, and multi-stakeholder reporting
api-tools
API testing, documentation, and development tools
auto-dev-setup
設定 Auto-Dev workflow，實現 Human-in-the-Loop 自動化開發
automation-scripts
Build automation, task runners, and scripting tools
claude-code-plugin
Claude Code Plugin 開發、發布、安裝、更新與 Marketplace 管理完整指南
claude-code-sdk
Claude Code SDK integration for building AI-powered applications with OAuth and API Key authentication
development-environment
IDE setup, dev containers, and local development tools
git-workflows
Git version control, branching strategies, and collaboration patterns
monitoring-logging
Application monitoring, logging systems, and alerting
project-management
Agile methodologies, issue tracking, and team collaboration tools
auto-skill-generator
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harbor
Harbor framework for agent evaluation. Use when: (1) Running harbor commands (harbor run, harbor tasks check), (2) Creating/validating SkillsBench tasks, (3) Understanding task format or debugging failures.
skill-creator
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 Claude's capabilities with specialized knowledge, workflows, or tool integrations.
skillsbench
SkillsBench contribution workflow. Use when: (1) Creating benchmark tasks, (2) Understanding repo structure, (3) Preparing PRs for task submission.
mesh-analysis
Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data. Use this skill to process noisy 3D scan data and filter debris.
civ6lib
Civilization 6 district mechanics library. Use when working with district placement validation, adjacency bonus calculations, or understanding Civ6 game rules.
hex-grid-spatial
Hex grid spatial utilities for offset coordinate systems. Use when working with hexagonal grids, calculating distances, finding neighbors, or spatial queries on hex maps.
pdf-editing
Complete guide for reading and editing PDF documents with PyMuPDF.
text-parser
Guide for parsing structured text input files.
artifact-evaluation
Interact with research artifacts running in separate Docker containers via artifact-runner. Execute commands through HTTP API, read files, and verify artifact functionality.
badge-evaluation
Evaluate research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, exercisability, and reproducibility requirements.
pdf-reading
Extract text, tables, and structured information from PDF documents using pdfplumber, PyPDF2, or pdftotext command-line tools.
csv-processing
Use this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.
pid-controller
Use this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control system requiring proportional-integral-derivative control.
simulation-metrics
Use this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating simulation results.
vehicle-dynamics
Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.
yaml-config
Use this skill when reading or writing YAML configuration files, loading vehicle parameters, or handling config file parsing with proper error handling.
azure-bgp
Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free violations, and propose allowed policy-level mitigations while rejecting prohibited fixes.
citation-management
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
map-optimization-strategy
Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to maximize some objective while satisfying constraints.
sqlite-map-parser
Parse SQLite databases into structured JSON data. Use when exploring unknown database schemas, understanding table relationships, and extracting map data as JSON.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
pymatgen
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
sympy
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.
pcap-analysis
Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.
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