shu-ha-ri

What problem does it solve?

Helps users and teams who are uncertain about their true level of practical mastery in a specific skill domain by diagnosing behavior patterns rather than relying on self-labels, and provides stage‑appropriate coaching to avoid stagnation or premature leaps.

Core Features & Use Cases

• Behavioral diagnosis: Uses structured, domain-specific questions to infer whether a practitioner is in Shu, Ha, or Ri based on observable practices (rule-following, problem-solving approach, teaching style, handling exceptions).
• Stage-specific guidance: Generates concrete, actionable coaching for each stage (practice drills for Shu, principled experiments for Ha, partnership-style prompts for Ri) and transition signals to indicate readiness to advance.
• Use case: A developer unsure about their TDD practice can be guided through targeted questions, diagnosed as Shu/Ha/Ri for TDD independently of their general programming experience, and given a concrete practice plan.

Quick Start

Ask the agent to diagnose your Shu-Ha-Ri stage for a specific skill (for example: "Diagnose my Shu-Ha-Ri stage in TDD by asking about how I write, run, and refactor tests").