Automation

步進式推導工作流。觸發詞：推導, derive, 組合公式, 建立模型。

Install Excel MCP via win32com (Windows). Use when user needs native Excel automation on Windows.

Workflow for acquiring historical Ethereum blockchain data using Google BigQuery free tier. Empirically validated for cost estimation, streaming downloads, and DuckDB integration. Use when planning bulk historical data acquisition or comparing data source options for blockchain network metrics.

Ansible automation and configuration management patterns. Use when writing Ansible playbooks, roles, or automating infrastructure configuration and deployment tasks.

Enforce strict TDD workflow for all development tasks. Use when implementing new features, fixing bugs, or refactoring code. Ensures comprehensive test coverage (unit, integration, e2e) before writing implementation code. Activates automatically for all coding tasks unless explicitly authorized to skip testing.

Automate creation of structured carbon reports by pulling data from Carbon ACX datasets and formatting per template (monthly, quarterly, compliance, executive).

Use when user wants to "hand off to SDK", "run autonomous agent", "bridge CLI and SDK", "long-running tasks", "autonomous development", or mentions SDK bridge workflows. Provides comprehensive patterns for hybrid CLI/SDK development with the Claude Agent SDK.

Sentry CLI tool for error tracking and monitoring workflows. Use when working with Sentry for (1) Creating and managing releases, (2) Uploading debug symbols (dSYMs) for iOS/mobile crash reporting, (3) Uploading source maps for JavaScript/web applications, (4) Associating commits with releases for issue tracking, (5) Managing deploys across environments, (6) Validating debug information files, or any other Sentry-related development and deployment tasks. Assumes sentry-cli is installed via brew and user is authenticated.

Expert on EAS Build cloud service for building iOS and Android apps. Covers build configuration, credentials management, custom builds, CI/CD integration, and troubleshooting. Invoke when user mentions EAS Build, cloud builds, app compilation, build workflows, or iOS/Android binary creation.

Master coordinator for NextStep Therapy's 12 skills. Diagnoses what the user needs, routes to appropriate skills, manages state across sessions, and handles context handoffs with Context Paradox awareness. Use when starting new projects, when user says 'help me with [X]' without specifics, when switching between tasks, or when determining which skill(s) to apply. Prevents context overload that degrades output quality. Includes 5 pre-built therapy workflows for common scenarios. Triggers on: help me with marketing, where do I start, what should I do first, I need to, complex multi-skill requests, ambiguous content requests.

Visual E2E testing workflow for frontend UI changes. Use after modifying Svelte components, layouts, or styles to verify the UI renders correctly.

Browser automation and E2E testing with Playwright for real browser interactions

Coordinate planning, auditing, and validation workflows. Use when the user mentions plan/planning, audit/auditing, review, or validation for engineering, data, or pipeline work.

Develop Notion templates and databases using Notion MCP tools in Claude Code. Orchestrates escape room design skills (narrative-architect, puzzle-designer, formula-master, localizer, playtester) and implements their output via Notion MCP API. Use when creating Notion templates, building databases, implementing game mechanics, or managing complex multi-step Notion development workflows. Handles rate limits, session persistence via Serena MCP, and iterative development cycles.

Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

Expertise in automated testing, code review practices, and quality standards enforcement. Activates when working with "lint", "test", "review", "coverage", "quality", "standards", or test automation.

Execute multiple Claude Code agents in parallel using the cpo CLI tool. Use when running parallel tasks, monitoring execution, or understanding the execution workflow.

Curate external IC10 resources without generating code. Use when user wants to find existing scripts, tutorials, or community solutions for Stationeers automation.

Builds a complete SaaS frontend wrapper around validated n8n workflows. Use this skill when you want to CREATE A WEBSITE, BUILD A UI, MAKE A SAAS PRODUCT, or WRAP AN N8N WORKFLOW in a user-friendly interface. Generates Next.js/React frontends with Tailwind CSS that connect to n8n webhooks.

Expert in creating comprehensive task files, planning docs, PRDs, tech specs, and implementation roadmaps with proper sequencing, testing strategy, and production checklists. Use when planning features, creating project docs, or structuring development workflows.