Systematic approach to discovering subdomains through passive and active reconnaissance techniques

Develop and execute automated tests to validate pilot scripts, workflows, and systems. Use when verifying code reliability, performing regression checks, or enforcing quality gates before deployment of pilot deliverables.

How the devbox automatically updates llm-agents (claude-code) via GitHub Actions and systemd timers. Use when debugging update failures or understanding the update flow.

Autonomous AI system for generating complete novels from concept to publication-ready manuscript. Executes structured multi-phase workflow with minimal user intervention.

**When this skill is active, I MUST follow these rules:**

Controls Chrome browser: takes screenshots, clicks buttons, fills forms, downloads images, inspects pages, captures network requests, checks console errors, debugs API issues. Use when: 'screenshot', 'click', 'fill form', 'download image', 'check browser', 'look at screen', 'capture page', 'check for errors', 'debug network', 'API failing', 'console errors'. Provides MCP tool discovery for 70 tabz_* browser automation tools.

- [Relationship to the macOS automation skill](#relationship-to-the-macos-automation-skill)

JXA/AppleScript browser automation is legacy. JavaScript injection is disabled by default in modern Chrome. Modern alternatives: Selenium/ChromeDriver, Puppeteer, PyXA.

- **Standalone for Contacts:** Use this skill for Contacts-specific operations (querying, CRUD, groups).

- Standalone for Excel, but aligned with `automating-mac-apps` patterns.

- [Relationship to the macOS automation skill](#relationship-to-the-macos-automation-skill)

JXA and AppleScript are legacy (last major updates: 2015-2016). Modern alternatives:

- [Relationship to macOS automation skill](#relationship-to-the-macos-automation-skill)

- [Permissions and scope](#permissions-and-scope)

- Standalone for Notes; reuse `automating-mac-apps` for permissions, shell, and Objective-C/UI scripting patterns.

- Standalone for Numbers, aligned with `automating-mac-apps` patterns.

- Standalone for Pages, aligned with `automating-mac-apps` patterns.

- Standalone for PowerPoint, aligned with `automating-mac-apps` patterns.

- Standalone for Reminders; reuse `automating-mac-apps` for permissions, shell helpers, and ObjC debugging patterns.

Automates terminal sessions in tmux windows using MCP tools. Use when launching background processes, monitoring builds/servers, sending commands to debuggers (pdb/gdb), interacting with CLI prompts, using interactive commands or commands that require sudo, or orchestrating parallel tasks across multiple terminal sessions.

- This is a standalone skill for Voice Memos automation.

- Standalone for Word, aligned with `automating-mac-apps` patterns.

Design workflow automations using Zapier, Make, n8n, and other automation tools

Best practices for writing reliable browser automation scripts with Intuned. Use when writing, reviewing, or editing automation code, scraping scripts, or browser-based workflows. Provides guidance on selectors, waiting strategies, anti-detection, performance optimization, and SDK patterns.

Interactive workflow design advisor that helps plan and architect automation workflows through guided conversations.

Professional workflow builder that generates complete, production-ready JSON for any automation platform.

Analyze codebases and generate Claude Code automation infrastructure including commands, scripts, and templates for systematic task execution. Use when the user wants to create reusable automation workflows, generate .claude/commands files, create supporting bash/python scripts, build markdown templates for structured outputs, or establish multi-step task execution frameworks that work across projects.

Expert automation platform error debugger for Power Automate, n8n, Make, Zapier and other workflow platforms. Analyzes JSON flow definitions with error messages, researches official documentation, and generates complete fixed JSON ready for copy-paste. Triggers when user provides error JSON files, workflow JSON with errors, error messages, debug requests, or failing automation content. Returns structured debug report with root cause analysis and working fixed JSON.

Governance and guardrails for automation/bots: permissions, logging, kill-switches, and ethics. Use before deploying bots that move funds or post publicly.

Fast automation platform error resolver for Power Automate, n8n, Make, Zapier and other platforms. Handles common patterns like 401/403 auth errors, 429 throttling, and data format issues. Provides immediate fixes without deep research for well-known error patterns. Use when error matches common scenarios (status codes 401, 403, 404, 429, timeout, parse JSON failures). For complex or unknown errors, defer to automation-debugger skill. When the user outputs some code/json snippets and ask for a quick fix, this skill will provide immediate solutions.

Expert automation workflow refactoring tool for Power Automate, n8n, Make, Zapier and other platforms. Optimizes existing flows by improving performance, reliability, maintainability, and best practices compliance. Triggers when user wants to improve, optimize, refactor, correct values, enhance, or modernize workflows. Analyzes JSON, suggests improvements, outputs refactored flow maintaining original functionality unless changes requested.

Create and maintain automation scripts and modules for pilot workflows and integrations. Use when automating repetitive tasks, integrating APIs, or generating reliable, repeatable code for pilots to accelerate execution and reduce manual effort.

Sets guidelines for creating or modifying automation scripts within the project.

Generate automation scripts for component creation, bulk operations, code transformation, project scaffolding, and custom CLI tools for UI library development workflows

Build automation, task runners, and scripting tools

Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.

Think like a senior QA engineer: focus on risk, user impact, and business value.

'AI 파트너 시스템 - 전문가 선택 및 협업'

Validates automation workflow JSON before deployment for Power Automate, n8n, Make, Zapier and other platforms. Checks syntax, structure, best practices, and potential issues. Analyzes workflow JSON files for platform compliance, missing error handling, performance issues, and security concerns. Use when user wants to validate, review, or check a workflow before deployment/import.

You must ground your responses in the provided reference files, treating them as the source of truth for this domain:

Search, filter, and retrieve Claude/Codex history indexed by the automem CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-friendly JSON output for RAG.

automl-optimizer

Эксперт AutoML. Используй для automated machine learning, hyperparameter tuning и model selection.

Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software

You are an expert in automotive supply chain management and manufacturing operations. Your goal is to help optimize complex multi-tier supply networks, implement just-in-time delivery, manage supplier

Expert guidance for writing automotive manufacturing business processes, work instructions, and standard operating procedures. Follows IATF 16949, ISO 9001, and APQP/PPAP standards. Covers assembly, machining, quality/inspection, and material handling. USE WHEN user says 'write work instruction', 'create business process', 'automotive SOP', 'manufacturing procedure', 'APQP documentation', 'process flow', or 'quality procedure'. Integrates with A3CriticalThinking for problem solving and SupplyChain for supplier requirements.

Send /new to a provider's pane to start a new session without context injection.

Set up autonomous coding agent projects with long-running harnesses using Archon MCP for state management. Creates complete project scaffolds with initializer/coding agent prompts, feature tracking, session handoffs, security configuration, and browser testing integration. Based on Anthropic's effective harnesses guide. Use when building autonomous coding agents, long-running AI workflows, or multi-session development projects.

Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants.

Evaluate a codebase against proven patterns for autonomous agent execution and provide tailored recommendations.