自動化

Use when working with Notion databases, creating/updating pages, querying data, syncing between systems, or building knowledge management workflows

HeyReach LinkedIn automation integration. Load when user mentions 'heyreach', 'linkedin outreach', 'linkedin campaigns', 'list campaigns', 'add leads', 'campaign stats', or any LinkedIn automation operations.

Complete patterns for creating and managing Helm charts: chart structure, templates, values, dependencies, and deployment workflows for packaging Kubernetes applications.

**AUTO-TRIGGER when user says:** "create PR", "format PR", "prepare PR body", "what category for this PR", "generate PR keywords"Formats TogetherOS pull requests with proper category (Cooperation Path), keywords, progress markers, and validation. Auto-selects category from module, generates relevant keywords, ensures correct structure for automation.Use proactively without asking permission when task matches skill purpose.

Guide for working with newsletter campaigns, RSS processing workflows, article generation, MailerLite integration, multi-tenant isolation, campaign status management, Vercel workflows, advertorial rotation, and publication automation. Use when creating campaigns, processing RSS feeds, generating articles, managing workflow steps, handling campaign statuses, or working with newsletter-related database operations.

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.

Orchestrates Atlas workflow tier selection for software development tasks

Design CLI commands that work independently and compose well for automation. Orchestrator pattern coordinates, subcommands execute discrete tasks.

Automate F5 Distributed Cloud web console operations through browser automation using mcp__claude-in-chrome MCP tools. Handles multi-provider authentication (Azure SSO, Google, Okta, SAML, native username/password), detecting session expiry and navigating login flows. Warns when VPN is required. Use when creating HTTP/TCP load balancers, origin pools, WAF policies, deploying cloud sites (AWS/Azure/GCP), managing DNS zones, configuring service policies, or executing any F5 XC GUI-based tasks. Triggers on: F5 XC console, GUI automation, browser automation, login, SSO, authenticate, tenant management, visual configuration, Web App and API Protection, WAAP.

Automatic mode - shift through all 6 gears sequentially without stopping. Like cruise control or automatic transmission, this runs the entire StackShift workflow from analysis to implementation in one go. Perfect for unattended execution or when you want to let StackShift handle everything automatically.

This skill should be used when the user asks to "analyze data", "build a model", "explore this dataset", "run analysis", or needs a structured data science workflow. Orchestrates brainstorm, plan, implement, review, and verify phases with output-first verification.

Comprehensive Citrix domain knowledge covering CVAD, DaaS, Gateway, NetScaler, and Workspace products. Use when needing deep product knowledge, architecture understanding, troubleshooting patterns, administration best practices, security hardening, performance optimization, or operational workflows. Provides foundational Citrix expertise for all engineering tasks.

Handles camera integration, photo capture, sticker creation, and storage workflows in Expo React Native apps. Use when implementing camera features, photo editing (sticker creation), file system operations, and integration with MST.

Generate comprehensive daily status reports after solving AoC puzzles. Documents success/failure, challenges faced, retry attempts, execution time, and insights for workflow tuning. Use after completing each day's puzzle to provide developer feedback on automation effectiveness.

Systematic PRD-driven software development workflow for Claude Code. Use when the user wants to (1) Import/parse feature bundles into draft PRDs with dependency analysis, (2) Create comprehensive Product Requirements Documents from feature descriptions, (2b) Extend existing PRDs with new requirements (version increment), (3) Break down PRDs into structured task lists with dependencies and test plans, (4) Systematically execute task lists with quality gates and verification protocols, (5) Audit test coverage and correctness against specifications, (6) Generate comprehensive PRD status reports showing completion states and progress tracking, or build complete applications from requirements through to tested implementation following enterprise-grade practices.

Manage OmniFocus projects and tasks programmatically. This skill should be used when creating, reading, updating, or listing OmniFocus tasks and projects. Supports all OmniFocus versions through intelligent automation method detection (Omni Automation → AppleScript → SQLite read-only fallback). Use for task management workflows, project queries, task completion tracking, and OmniFocus data operations.

This skill should be used when the user asks to "implement the analysis", "run the code", "execute the pipeline", or as Phase 3 of the /ds workflow. Enforces output-first verification at each step.

Guardrail workflow that keeps CPU/GPU usage lean by measuring load, narrowing scope, and choosing the lowest-cost validation strategy before running heavy jobs.

Transfer files between systems using HTTP, SMB, FTP, netcat, base64 encoding, and living-off-the-land techniques for both Linux and Windows. Use when moving tools or exfiltrating data.

Navigate and understand this project's structure, including agents directory with XML/MD prompt files, templates for task creation, XML-based task management with naming conventions, and development workflows. Use when exploring the codebase structure, understanding project organization, or explaining how agents, tasks, and templates work together.