发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Error rate monitoring, SLO detection, and notification webhooks for automated rollback triggers. Use when setting up automated deployment rollback, monitoring error rates, configuring SLO thresholds, implementi...
Automated CI/CD pipeline setup using GitHub Actions with automatic secret configuration via GitHub CLI. Generates platform-specific workflows (Vercel, DigitalOcean, Railway) and configures repository secrets au...
Architecture design templates, mermaid diagrams, documentation patterns, and validation tools. Use when designing system architecture, creating architecture documentation, generating mermaid diagrams, documenti...
Playwright end-to-end testing patterns including page object models, test scenarios, visual regression, and CI/CD integration. Use when building E2E tests, testing web applications, automating browser interacti...
Alpha/beta/RC tagging patterns and GitHub pre-release workflows for managing pre-production releases. Use when creating alpha releases, beta releases, release candidates, managing pre-release branches, testing...
Breaks down specs into complexity-stratified tasks. Use when organizing tasks, assigning work to agents, or when user mentions task layering, task stratification, or parallel task execution.
Provides FastMCP templates, patterns, and reference materials. Use when building MCP servers, implementing FastMCP tools/resources/prompts, or working with MCP protocol compliance.
Comprehensive frontend testing patterns including component tests (Jest/Vitest + RTL), visual regression (Playwright), accessibility (axe-core), and performance (Lighthouse) testing for React/Next.js applicatio...
Import, export, and manage Postman collections. Use when working with Postman collections, importing OpenAPI specs, exporting collections, or when user mentions Postman import, collection management, API collec...
Git worktree helpers for parallel development. Use when working with git worktrees, managing parallel branches, or when user mentions worktrees, parallel development, or branch isolation.
Environment verification, tool checking, version validation, and path configuration. Use when checking system requirements, verifying tool installations, validating versions, checking PATH configuration, or whe...
Analyze OpenAPI and Postman schemas for MCP tool generation. Use when analyzing API specifications, extracting endpoint information, generating tool signatures, or when user mentions OpenAPI, Swagger, API schem...
DigitalOcean App Platform deployment using doctl CLI for containerized applications, web services, static sites, and databases. Includes app spec generation, deployment orchestration, environment management, do...
Tracks iteration progress and state management. Use when starting, checkpointing, or ending iteration cycles, or when user mentions iteration tracking, progress monitoring, or iteration state.
Run and analyze Newman (Postman CLI) tests. Use when running API tests, validating Postman collections, testing HTTP endpoints, or when user mentions Newman, Postman tests, API validation.
Comprehensive MCP server configuration templates, .mcp.json management, API key handling, and server installation helpers. Use when configuring MCP servers, managing .mcp.json files, setting up API keys, instal...
Platform-specific deployment scripts and configurations. Use when deploying applications, configuring cloud platforms, validating deployment environments, setting up CI/CD pipelines, or when user mentions Verce...
Common refactoring patterns and code improvement techniques. Use when refactoring code, improving structure, or when user mentions refactoring, code smells, or code quality improvements.
REST/GraphQL/tRPC API pattern library with validation, error handling, and documentation. Use when creating backend APIs.
Documentation synchronization using Mem0 for tracking relationships between specs, architecture, ADRs, and roadmap
Generate and improve README files for software projects. Triggers on: 'create readme', 'generate readme', 'write readme', 'improve readme', 'update readme', 'fix readme', 'readme for this project'. Supports Rus...
Handoff protocol for Rust multi-agent development system. Use when working as rust-architect, rust-developer, rust-testing-engineer, rust-performance-engineer, rust-security-maintenance, rust-code-reviewer, rus...
Extract and analyze metadata from NetCDF files. Use this skill when working with NetCDF (.nc) or CDL (.cdl) files to extract variable information, dimensions, attributes, and data types to CSV format for docume...
Download ERA5 climate reanalysis data from the Copernicus Climate Data Store using cdsapi. Use this skill when users request ERA5 data, climate forcing data, meteorological variables, or need to download atmosp...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。