Lean Philosophy (Principles)#

• Kaizen (改善): This workflow relies entirely on discrete, single-responsibility atomic nodes rather than a monolithic loop.
• Standardized Work (Hyojun Sagyo): This node represents a strict, step-by-step Standard Operating Procedure (SOP) for inbound text classification.
• Jidoka (自働化): Includes autonomous self-healing loops with hard verification stops between every step.

Capture Classification SOP#

This procedure guides the agent to act as a semantic router for inbound text using explicitly defined atomic nodes.

Cognitive Directives#

WHEN [Unstructured audio transcript or note text is captured] THEN [ Follow this strict Standard Operating Procedure:

Step 1: Classification

• Execute the LLM-Classify-Intent atomic skill with categories: ["Actionable", "Informational"].
• Jidoka Stop: Verify the skill returns exactly one of the requested categories. IF it fails, instruct it to correct the output and retry. Do NOT proceed until a valid category is obtained.

Step 2: Routing Execution

• IF "Actionable":
  • Execute the Google Tasks Create Task atomic node using the text as the title.
  • Jidoka Stop: Check if the node returns a successful JSON response. IF it fails, retry up to 3 times. IF it still fails, report the error and STOP.
• IF "Informational":
  • Execute the Vector Store Upsert Memory atomic node to save it as reference material.
  • Jidoka Stop: Verify the vector store confirms a successful upsert. IF it fails, retry up to 3 times. IF it still fails, report the error and STOP. ]

Expected Output#

A JSON log confirming the routed destination and action taken by the respective atomic node.