Creates Robomotion automation flows with the @robomotion/sdk TypeScript builder. Owns the full lifecycle: requirements → plan → build → validate → deploy. Also use when the user has a plan ready and wants the flow code written.
Explores a website interactively via the robomotion-browser-mcp server to discover selectors, record action sequences, capture network traffic, and produce a JSON flow sequence that maps to Robomotion SDK TypeScript. Use when the user says "explore this page", "find the selector for X", "record the login flow", "what API does this page use", or before writing ANY `Core.Browser.*` flow. Pairs with `reversing-network` when the captured traffic reveals a clean API.
Reverses the network traffic behind a browser flow to replace slow browser automation with direct HTTP requests. Use when the user says "this browser flow is too slow", "find the API this page uses", "convert to HTTP", "can we call the API instead", or when `exploring-browser` reveals a clean REST/GraphQL endpoint.
Validates locally (`robomotion validate`) then executes a Robomotion flow on a robot (`robomotion run <flow-dir>`), tailing the agent-mode JSONL session log to drive a validate → run → observe → fix loop with bounded retries. Use when the user says "run the flow", "start on robot X", "trigger this on the robot", "test on a robot", or "deploy and run".
Finds Robomotion packages, nodes, and templates via the `robomotion` CLI, which is backed by Bleve full-text search with fuzzy matching and semantic expansion. Use when the user asks to find a package, explore templates, discover what nodes exist for a task, or check exact property names before writing a flow.
Runs and authors behavioral tests for Robomotion flows using @robomotion/sdk/testing. Use when the user says "test the flow", "write tests for main.ts", "mock this service", "check branch coverage", or when a flow needs regression tests before a change. For pspec schema validation, use validating-flow instead.
Validates a compiled Robomotion flow against pspec schemas via `robomotion validate <flow-dir>`. Exits 0 on clean, 1 on error with node-by-node report on stderr; no stdout output (composes in shell pipelines). Use when the user says "validate this flow", "check the flow", "is this correct", or before running. Does NOT run the flow — for behavioral tests use testing-flow.