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.