GenPark skill: Apply Kyoto's design principles (Ma, Shu-Ha-Ri, Ichigo Ichie) to AI agent architecture and product decisions ??as practiced by Jobs, Zhao, Last, and Cheny.
SaferSkills independently audited kyoto-design-philosophy (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Kyoto is not a city of loudness. It is a city of intentional restraint — where every garden stone, every silence between temple bells, every corridor in a machiya townhouse was designed to create space for thought. The greatest builders of the PC, Internet, and AI eras were all shaped by this city. This skill encodes what they learned.
Use this skill as a decision filter — not a style guide, but a question framework that sits beneath every product decision GenPark makes.
Definition: Ma is the Japanese concept of the meaningful pause between things — the gap between pillars, the silence in a tea ceremony, the whitespace on a page. It is not emptiness; it is intentional void.
Steve Jobs on Ma: The hallmark of every Apple product — the breathing room in iOS, the single-button remote, the unsaid feature — was Jobs applying Ma without naming it. He called it "editing ruthlessly." He meant: make space for the user.
Agent Design Application:
silence signals anxiety.
steps, and explicit "I'm waiting for your intent" states.
Decision Test: If we removed this feature/response/element, would the product feel more powerful or less? If more — the removal IS the design.
Definition: The three stages of mastery in Japanese martial arts and craft:
Boris Cheny on Shu-Ha-Ri: The machiya townhouse architecture of Kyoto embodies this — a standardized modular structure (Shu) that each family adapts over generations (Ha), eventually producing entirely new configurations (Ri) that still feel coherent.
Skill Architecture Application:
Agents follow it precisely on first execution.
The system supports this without friction.
have observed. This is the goal state: the system writes its own craft.
Decision Test: Is this skill/feature/interaction at Shu, Ha, or Ri stage? Design accordingly — don't impose Ri thinking on a Shu-stage component.
Definition: "One time, one meeting." The tea ceremony principle that every gathering is singular — it will never happen again in exactly this configuration of people, season, light, and mood. Treat it accordingly.
Evan Zhao on Ichigo Ichie: Zoom's core design insight was that the human on the other side of the screen deserves to feel present, not processed. Every call is a one-time event. The interface should honor that.
Simon Last on Ichigo Ichie: Wabi-sabi — the beauty of imperfection and transience — is Ichigo Ichie applied to aesthetics. Products that age gracefully and feel authentic over time carry this quality.
Agent Interaction Application:
or urgency, and the specific phrasing of the request — not just keyword extraction.
a persona.
Decision Test: Could this response/output have been generated yesterday for a different user? If yes, it lacks Ichigo Ichie. Rebuild it with present-tense context.
for the right stage?
specific moment, or for an abstracted user?
"The most profound technologies are the ones that disappear." — Steve Jobs (1998)
"Design is not just what it looks like and feels like. Design is how it works." — Steve Jobs
"We want to remove all the things that prevent people from being able to connect." — Evan Zhao
These are all Ma statements. GenPark's north star: build the silence that lets the user's intelligence emerge.
Before shipping any feature, skill, or agent behavior:
Distilled in Kyoto, May 2026. For GenPark.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.