Automation

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Workflow for long-running agentic development across multiple context windows. Use when working on multi-phase projects, complex feature implementations, or any development task spanning multiple sessions. Provides structured progress tracking, session handoff protocols, and incremental development patterns adapted from Anthropic's research on effective agent harnesses.

콘텐츠 생성 전체 워크플로우. "00 컨텐츠 만들자", "퀴즈 만들어줘", "투표 만들어줘" 요청 시 자동 실행. 2개 Agent 순차 호출로 2중 검증.

Test-Driven Development workflow for CCAGI. Red-Green-Refactor cycle with TypeScript/Node.js patterns. Use when implementing new features, fixing bugs, or writing tests.

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

Skill for Lead Generation and Email Marketing automation in n8n. Use for creating leads, scoring, enrichment, email campaigns, and nurturing sequences. Activate when working on lead capture forms, email workflows, MQL/SQL qualification, or marketing automation.

Playwright browser automation and E2E testing. Use for browser testing, screenshots, debugging, MCP tools, page objects, and visual verification.

Use when Codex needs to run CI/CD or cross-service automations through the Composio MCP server.

Simulate the ticket handler workflow step-by-step with real ticket system. Executes setup, implementation, testing, and finalization with explicit ENTER/EXIT stage declarations. Use this skill to debug, understand, or manually run the ticket handler workflow.

Use when exploring unknown technology, assessing feasibility, or before Complex (C) tier work - time-boxed technical research with structured output

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.

DevOps Captain - Infrastructure-as-code, Kubernetes, CI/CD, and automation specialist

Advise on choosing between Skills, Commands, Subagents, and Hooks for Claude Code. Analyze user requirements and recommend the appropriate artifact type with justification. Use when user asks "should I use a skill or command", "what artifact type", "skill vs command", or describes a workflow needing automation.

Master orchestration skill for ProSWARM Neural MCP - ALWAYS use this for complex tasks requiring decomposition, planning, or parallel execution. Leverages 70+ specialized neural models for instant task classification and orchestration with 84.8% SWE-Bench accuracy. Use when user asks to solve problems, fix bugs, implement features, or any multi-step task. PRIMARY workflow engine for ALL development work.

Use this skill when users want to scrape web content and convert it to clean Markdown or PDF. Handles workflows like "Save this webpage as PDF", "Fetch this article", "抓取网页内容", or "转换为PDF". Supports crawl4ai for general web scraping and Playwright-based WeChat (微信公众号) article fetching with anti-bot bypass. Automatically converts to PDF by default unless user specifies Markdown-only.

Comprehensive guide for the Cloudflare Agents SDK - build AI-powered autonomous agents on Workers + Durable Objects.Use when: building AI agents, creating stateful agents with WebSockets, implementing chat agents with streaming, scheduling tasks with cron/delays, running asynchronous workflows, building RAG (Retrieval Augmented Generation) systems with Vectorize, creating MCP (Model Context Protocol) servers, implementing human-in-the-loop workflows, browsing the web with Browser Rendering, managing agent state with SQL, syncing state between agents and clients, calling agents from Workers, building multi-agent systems, or encountering Agent configuration errors.Prevents 15+ documented issues: migrations not atomic, missing new_sqlite_classes, Agent class not exported, binding name mismatch, global uniqueness gotchas, WebSocket state handling, scheduled task callback errors, state size limits, workflow binding missing, browser binding required, vectorize index not found, MCP transport confusion, authentic

PocketFlow framework for building LLM applications with graph-based abstractions, design patterns, and agentic coding workflows

Comprehensive mobile-first responsive design skill for converting desktop pages to mobile-friendly layouts. Use when implementing mobile views, fixing responsive issues, or batch-converting multiple pages to mobile-responsive. Automates the mobile-view workflow for Next.js/React applications with Tailwind CSS. (project)

Telegram bot komutlari ve handler referansi. Use when working with Telegram bot commands, callbacks, or approval workflows.

Analyzes tasks and recommends the optimal agent pattern from Anthropic's Building Effective Agents. Provides pattern selection guidance based on task complexity, structure, and requirements. Use this as the entry point when unsure which pattern (Sequential, Router, Parallel, Orchestrator, Evaluator) fits your task best.