⚙️工作流自动化 MCP 推荐

Four-step recovery workflow for code execution failures when inline Python fails

Systematic workflow for auditing TypeScript codebases for import hygiene issues (value vs. type imports, duplicates), missing base class extensions, and incomplete barrel file re-exports, with actionable fix patterns.

A resilient workflow for running TypeScript compile checks (tsc --noEmit) that falls back gracefully when npx or direct binary invocations fail, and distinguishes pre-existing errors from newly introduced ones.

Generate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox

Complete PDF lifecycle: download, extract, and generate structured documents with reportlab

Complete PDF workflow: verify, extract content, assemble reports, and generate output PDFs using command-line tools

Complete PDF workflow: extract content from source PDFs and generate new PDF reports using command-line tools

Fallback workflow for extracting text from PDFs when read_file returns binary data

Iterative workflow to verify PDF page counts and adjust layout parameters until requirements are met

Systematic fallback workflow for PDF generation through pandoc, reportlab, and fpdf2 with installation verification

Fallback workflow for document generation when code sandbox returns opaque errors

Avoid common Cursor IDE pitfalls: AI feature mistakes, security gotchas, configuration errors, and team workflow issues. Triggers on "cursor pitfalls", "cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems", "cursor tips".

Master Cursor Composer for multi-file AI editing, scaffolding, and refactoring. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold", "Cmd+I".

Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow", "cursor dev flow".

Integrate Git workflows with Cursor IDE: AI commit messages, @Git context, diff review, and conflict resolution. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch", "@Git".

CSS injection attack techniques for web security testing. Use this skill whenever the user mentions CSS injection, style injection, attribute exfiltration, blind CSS attacks, @import exfiltration, unicode-range attacks, font-based data leakage, or any CSS-based information disclosure. Trigger for pentesting tasks involving CSS vulnerabilities, XSS search via CSS, or data exfiltration through style attributes. Make sure to use this skill for any web security assessment where CSS injection vectors are suspected or confirmed.

Systematic refactoring skill with test coverage requirements. Supports scope analysis, test-first refactoring, and integration with DevDocs workflow. Use when users need to refactor code, improve code quality, or restructure existing implementations. Triggers on keywords like "refactor", "重构", "优化代码", "代码改造", "tech debt", "技术债".

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications. Use when setting up deployment infrastructure or planning releases.

Use this skill when writing or configuring mobile app tests with Detox or Appium, setting up device farms (AWS Device Farm, Firebase Test Lab, BrowserStack), integrating crash reporting (Crashlytics, Sentry, Bugsnag), or distributing beta builds (TestFlight, Firebase App Distribution, App Center). Triggers on mobile e2e testing, native app automation, device matrix testing, crash symbolication, and OTA beta distribution workflows.

Interactive Python REPL automation with common helpers and best practices

Docker image building, container execution, and debugging patterns with security checklists.

Browser automation via agent-browser CLI. Use when the user needs to navigate websites, fill forms, click buttons, take screenshots, extract data, or test web apps.

Schedule recurring tasks (cron) and periodic agent check-ins (heartbeat).

Create and manage scheduled and price-triggered automations.

Testing workflow and quality standards for writing and running tests. Use when: (1) Writing new tests, (2) Adding a new feature that needs tests, (3) Modifying logic that has existing tests, (4) Before claiming a task is complete.

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.

Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents, planning, or skill mechanisms (4) ask about Claude Code, Cursor, or similar agent internals (5) want to build agents for business, research, creative, or operational tasks Keywords: agent, assistant, autonomous, workflow, tool use, multi-step, orchestration

Help Somi turn repeated work into safe automations with clear operator visibility.

Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.

Zapier Recipe Book. Use when you need zapier recipe capabilities. Triggers on: zapier recipe.

Executes approved shell commands, manages backups, and safely retrieves secrets from Bitwarden.

A systematic workflow for identifying code pain points, planning refactoring, and creating GitHub issues.

Code refactoring workflow - analyze → plan → implement → review → validate

Call MCP Server tools directly via the mcporter CLI. Use when you need to interact with external APIs (GitHub, weather, etc.) without delegating to a Worker — useful for quick lookups or when you need a result to make a decision.

Social media scraping, business data, e-commerce via Apify actors — with auto-update workflow for actor catalog. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping, Apify, update Apify actors, social media scraping, lead generation, web scraper.

Guidelines for internationalizing a react-admin or shadcn admin kit application. Use when adding i18n support, creating translation files, translating hardcoded English strings in JSX, or reviewing i18n PRs in a react-admin project. Covers namespace conventions, interpolation, pluralization, locale-aware formatting, and the full workflow for converting an English-only app to multi-language. Trigger this skill whenever the user mentions i18n, internationalization, translation, localization, locale switching, or multi-language in a react-admin or shadcn admin kit context — even if they just say "translate this component" or "add French support".

This skill should be used when the user asks to refactor code, do a refactor pass, clean up code, extract a class or service, inject a dependency, or make incremental improvements to existing code structure.

Adversarial defense layer for the mortgage plugin — protects against prompt injection, system prompt extraction, PII leakage, workflow bypass, and social engineering attacks.

Design scalable, maintainable test automation architecture. Use when planning automation framework structure and patterns.

Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles security, observability, cost optimization, and developer experience. Use PROACTIVELY for K8s architecture, GitOps implementation, or cloud-native platform design.

设计和实施自动化工作流程，节省时间并实现独立创业者的规模化运营。适用于识别需要自动化的重复任务、跨工具构建工作流程、设置触发器和操作，或优化现有自动化流程。涵盖自动化机会识别、工作流程设计、工具选择（Zapier、Make、n8n）、测试和维护。触发词："automate"、"automation"、"workflow automation"、"save time"、"reduce manual work"、"automate my business"、"no-code automation"。

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.

Manage and operate BrowserWing — an intelligent browser automation platform. Install dependencies, configure LLM, create/manage/execute automation scripts, use AI-driven exploration to generate scripts, browse the script marketplace, and troubleshoot issues.

Task automation specialist. Workflow optimization and scheduled tasks.

Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests, performance testing, and test automation with Detox, Appium, and XCTest.