pulse-create

Create Pulse Workflow

Build a complete workflow from a description. Uses discovery-first approach.

Usage

/pulse-create <description>

Example:

/pulse-create customer support chatbot with knowledge base
/pulse-create RAG pipeline for product documentation
/pulse-create API integration that fetches weather data

Workflow Creation Process

Phase 1: Discovery (MANDATORY)

Before creating anything, discover available capabilities:

# 1. List/select or create app
list_apps(mode="workflow")
# If existing app: select_app(app_id="...")
# If new: create_app(name="<from description>", mode="workflow")

# 2. Discover what's available
list_node_types()                    # Available node types
list_models(model_type="llm")        # Available AI models
list_datasets()                      # Available knowledge bases (if RAG needed)
list_tool_providers()                # Available tools (if integrations needed)

# 3. Get schemas for nodes you'll use
get_node_schema(block_type="llm")
get_node_schema(block_type="knowledge-retrieval")  # if RAG
get_node_schema(block_type="http-request")         # if API
get_node_schema(block_type="code")                 # if transform

Phase 2: Plan the Workflow

Based on the description, identify:

1. Entry point: Always start node (usually exists)
2. Processing nodes: What processing is needed?
   • Simple chat → llm
   • RAG → knowledge-retrieval → llm
   • Classification → question-classifier → branches
   • API call → http-request → code (transform)
3. Exit point: answer (chat) or end (return data)

Phase 3: Build Incrementally

Critical Rule: Add ONE node at a time, verify, then continue.

# Get current state
view_workflow()
nodes = list_nodes()
start_id = <find start node id>

# Add first processing node
result = add_node(
    node_type="...",
    title="...",
    config={...},  # From schema, use defaults where possible
    after_node_id=start_id
)
node1_id = result["node_id"]

# Verify it was added
view_workflow()

# Add second node
result = add_node(
    node_type="...",
    config={...},
    after_node_id=node1_id
)
node2_id = result["node_id"]

# Continue until complete...

# Add answer/end node
add_node(
    node_type="answer",
    config={"answer": "{{#<last_node_id>.output#}}"},
    after_node_id=node2_id
)