Diagnose Shu-Ha-Ri mastery stages through behavioral questioning and stage criteria.
npx skills add https://github.com/kouko/monkey-skills --skill shu-ha-ri
Please help me install this Agent Skill. Skill: shu-ha-ri Source: https://github.com/kouko/monkey-skills/tree/main/philosophers-toolkit/skills/shu-ha-ri Command: npx skills add https://github.com/kouko/monkey-skills --skill shu-ha-ri
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.
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").
High-intent search queries and answers about installing and using this skill.
Behavioral questioning assesses your skill mastery stage by inferring your level from observable practices like rule-following, problem-solving approach, and handling exceptions, rather than relying on self-labels. This diagnostic approach prevents premature advancement.
In skill acquisition, Shu, Ha, and Ri represent stages of mastery where Shu involves strict rule-following, Ha focuses on principled problem-solving and experiments, and Ri indicates intuitive mastery and teaching. Stage-specific coaching guides progression through these phases.
To get stage-specific coaching for your team's TDD practice, a diagnostic tool asks targeted questions about how you write, run, and refactor tests. It then generates actionable coaching like practice drills for Shu or partnership-style prompts for Ri.
Yes, you can diagnose skill progression for onboarding developers across technical, design, and methodological domains. The diagnosis requires per-domain scope confirmation, ensuring a developer's TDD stage is evaluated independently of their general programming experience.
You avoid stagnation or premature leaps when learning a new methodology by applying stage-specific guidance and transition signals. This approach ensures you receive concrete practice drills before advancing to principled experiments and intuitive mastery.
A limitation of behavioral diagnosis for skill assessment is the need for strict safeguards against premature advancement. It requires sequential diagnostic questions and per-domain scope confirmation to ensure accurate stage evaluation across different technical and methodological contexts.
atholaEvaluate artifacts using weighted criteria and threshold-based decision rules.
OneWave-AICreate sport-specific practice plans with drills, timing, and progression.
NnnsightnnnCapture and classify pain points from conversations with priority and context.
AgLyx3Design role-specific interview loops with competency matrices and calibration analytics.
