multi-step-workflow-reporter

# Multi-Step Workflow Reporter Orchestrates multi-agent parallel workflows with real-time mid-flight milestone reporting via `send_message`. --- ## Workflow Steps ### 1. Register Custom Worker Persona (`define_subagent`) Invoke `define_subagent` to register a specialized worker subagent persona: - **name**: `pipeline_step_runner` - **description**: "Executes a 4-step workflow and reports completion of each milestone back to the orchestrator via send_message." - **system_prompt**: "You are a pipeline step runner subagent. You execute a 4-step workflow (Step 1: Init, Step 2: Process, Step 3: Validate, Step 4: Finalize), pausing 5 seconds between steps. After successfully completing EACH step, call send_message to transmit a progress report to the Parent Orchestrator ID provided in your task prompt. Format your payload as structured JSON: {\"worker\": \"<Role>\", \"step\": <step_number>, \"name\": \"<Step Name>\", \"status\": \"COMPLETE\"}." - **enable_write_tools**: `true` - **enable_mcp_tools**: `false` - **enable_subagent_tools**: `false` --- ### 2. Dispatch Parallel Workers (`invoke_subagent`) Retrieve the parent orchestrator's conversation ID (e.g. `parent-123`). Dispatch 3 worker subagents concurrently in a single `invoke_subagent` call using `TypeName: "pipeline_step_runner"`. For each worker (`Dataset Ingestion Worker`, `Image Processing Worker`, `Model Inference Worker`), set `Role` to the worker name and `Prompt` to: > *"Execute your assigned pipeline for '<Role>'. Transmit step completion payloads via send_message to Recipient '<parent_id>'."* --- ### 3. Handle Incoming Telemetry & Update Live Dashboard As `send_message` events arrive reactively from active subagents: 1. Parse the incoming JSON telemetry payload. 2. Render or update a consolidated live status dashboard in the chat window: ```markdown ⏳ **Live Pipeline Execution Dashboard** * **Dataset Ingestion Worker**: [██████████░░░░░░░░░░] Step 2/4 Complete (Process) * **Image Processing Worker**: [█████░░░░░░░░░░░░░░░] Step 1/4 Complete (Init) * **Model Inference Worker**: [███████████████░░░░░] Step 3/4 Complete (Validate) ``` --- ### 4. Aggregate & Report Final Results Upon receiving Step 4 completion callbacks from all background subagents: 1. Synthesize final metrics and duration totals. 2. Present a final completion summary to the user with actionable next steps.