Use this skill when the user wants to create, read, update, delete, or troubleshoot AI agents (conversational agents with behaviors). Covers 7 MCP tools including pre-flight validation, plus pipe-scoped knowledge bases (list, plain text/document/data lookup CRUD, access probe) attached via dataSourceIds. For…
Use this skill when the user wants to create, read, update, or delete traditional automations (if/then rules) or AI automations (prompt-driven). Covers 16 MCP tools. For AI agents (conversational), see skills/ai-agents/.
Use this skill when the user wants to list, create, or configure Pipefy portals (main hub, pages, page elements, sub-portals, publish/unpublish). Covers 20 MCP tools on Interfaces + internalapi. Not for pipes/cards.
Design and protect scalable backend systems with clean contracts, strong boundaries, and reliability. Use when the user says "angel", "angel backend", "backend strat" or "backend design". Produces architecture recommendations, refactor plans, and maintenance strategies.
Architect the intelligence layer for agentic systems — RAG pipelines, model selection, embeddings, evaluation, and knowledge systems. Use when the user says "atlas", "ai data", "data arc". Produces data/ML architecture blueprints.
Create app blueprints and agent prompts from rough ideas. Use when the user says "blueprompt" or "app blueprompt". Transforms concepts into structured specifications for v0, Lovable, Replit, or any AI builder.
Stress-test an idea under pressure by convening a multi-persona council that debates, rebuts, and returns a verdict. Use for heavy-lift decisions like moonlight strategy, product direction, career moves, or any question where the cost of being wrong is high. Triggers on "crucible", "/crucible", "run this through the…
Runs a full product discovery cycle for PMs with no UX researcher: frames the problem, plans Mom Test interviews, synthesizes findings into an opportunity tree, and packages evidence into a stakeholder one-pager. Use when the user wants to start discovery, validate a problem before building, plan customer interviews…
Convert technical developer documentation into PM/designer-friendly context documents. Reads engineering docs (architecture refs, API docs, runbooks, ADRs, READMEs) and produces structured, code-free knowledge base files that non-engineers can use to understand systems, file better bugs, write better specs, and have…
SHOPLINE Admin REST API. Use when writing or explaining REST queries/mutations against SHOPLINE store data (products, orders, customers, inventory, prices, bundles, articles...), building endpoint URLs, paginating, handling errors or rate limits.
SHOPLINE Admin GraphQL and Storefront GraphQL APIs. Use when designing or generating GraphQL queries/mutations for SHOPLINE (Admin or Storefront), working with global IDs (gid://shopline/...), or validating GraphQL code against the SHOPLINE schema.
Use when adding an AI/LLM feature to a product - chat, generation, summarization, extraction, semantic search - or when the user says add AI, use Claude, chatbot, embeddings.
Use when working the growth loop on a launched product - or when the user says more users, growth, traffic is flat, improve conversion, improve retention. Run it monthly or when growth stalls.
Use when bringing on human help - a contractor, freelancer, or first employee - or when the user says hire, job description, find a developer, outsource, delegate to a person.
Three.js, React Three Fiber, and WebGL for immersive 3D web experiences. Use when building 3D visualizations, product configurators, or interactive 3D content.
Design autonomous AI agent systems. Multi-agent orchestration, tool use, memory, planning, and evaluation. Use when building AI-powered automation or agent workflows.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.
Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.