Automation

Browser automation using Puppeteer or Playwright. Use for web testing, screenshots, form filling, and automated browser interactions.

Create and manage Databricks notebooks programmatically. Use when generating ingestion code, creating ETL notebooks, executing Databricks workflows, or when user mentions notebook creation, job automation, or data pipeline implementation in Databricks. Handles notebook generation, execution, and results retrieval.

Design co-learning experiences using the Three Roles Framework (AI as Teacher/Student/Co-Worker).Use when teaching AI-driven development workflows, spec-first collaboration, or balancing AI assistancewith foundational learning. NOT for curriculum without AI integration.

Workflows for the Loopwish Go backend (Gin): run locally, add/modify REST endpoints, and validate with go test/build and golangci-lint.

Terragrunt wrapper for Terraform with DRY configurations. Enforces plan-before-apply workflow. Use when working with terragrunt.hcl files.

Self-improving skill library for programming workflows. Mines transcripts and patternsto propose and scaffold new skills. Use when you hear:- "turn this workflow into a skill"- "make a skill for our PR review process"- "generate a new skill"- "automate this repeated process"- "create a skill for X"- "what skills could I create?"- "propose some skills"

제조업 SME 입찰 프로세스 자동화 - 공고 수집, AI 매칭, 제안서 생성

Systematic error fixing workflow for Dashboard Link SaaS. Use when user says "fix all errors", "resolve errors", "fix the build", "make it work", "troubleshoot", or when encountering TypeScript errors, lint errors, build failures, test failures, or runtime errors. Provides step-by-step debugging and resolution strategies.

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

Task implementation skill for spec-driven workflows. Reads specifications, identifies next actionable tasks, and creates detailed execution plans. Use when ready to implement a task from an existing spec - bridges the gap between planning and coding.

This skill should be used when the user asks to "orchestrate jira", "work on issue", "complete jira ticket", "development workflow", "jira automation", "issue lifecycle", "work on story", "fix bug ticket", or needs guidance on coordinating development work through Jira with multi-agent orchestration patterns.

Automate Chrome browser via DevTools Protocol. Use when user asks to scrape websites, take screenshots, generate PDFs, interact with web pages, extract content, fill forms, or automate browser tasks.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

Intelligent workflow selection that analyzes user requests and recommends the optimal ModelChorus workflow with parameters

Automates browser interactions using Playwright CLI and templates - takes screenshots, generates PDFs, clicks elements, fills forms, monitors console/network. Use when testing web pages, automating browser tasks, or when user mentions screenshots, web testing, form automation, or Playwright

This skill should be used when the user asks to "explore the codebase", "understand the architecture", "find similar features", or as Phase 2 of the /dev workflow. Launches explore agents to map codebase and returns key files list.

Comprehensive mobile DevOps workflow that orchestrates mobile application development, CI/CD for mobile, app store deployment, and mobile device testing. Handles everything from mobile app build automation and testing to app store submission, monitoring, and mobile-specific DevOps practices.

Generate production-ready Workscript workflow JSON files for the Workscript Agentic Workflow Engine with built-in defensive guards and complexity detection. Use when asked to create workflows, automations, data pipelines, or generate workflow JSON. IMPORTANT - For complex requests that would result in deeply nested or overly complex workflows, this skill will STOP and suggest developing new custom nodes first using /new-node, then return to create a simpler, more linear workflow. All generated workflows include data validation (validateData node) for structured JSON outputs, input guards, array length checks, and error handling edges. Fetches up-to-date node documentation from the Reflection API when available. Outputs validated .json files to the sandbox prompts folder. Also suitable for Claude Code subagents needing to compose workflows programmatically.

Distributed task queue system for Python enabling asynchronous execution of background jobs, scheduled tasks, and workflows across multiple workers with Django, Flask, and FastAPI integration.

Build n8n automation workflows using MCP tools. Use when creating workflows, configuring nodes, validating configurations, deploying templates, or integrating n8n with Rails apps. Supports Israeli market (Hebrew, WhatsApp Business, NIS payments).