kata SKILL.md skillA

kata from kuya-egg/monozukuri is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kuya-egg/monozukuri/kata@git:20260928.56a849e

Pins git:20260928.56a849e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kuya-egg/monozukuri
Path
kata/SKILL.md
Versions recorded
2
Latest version
git:20260928.56a849e, committed Sep 28, 2026
First version recorded
Sep 9, 2026
Size
3,944 bytes
Repository stars
16
License
MIT

Implement software through small, repeatable, integrated vertical slices with clear exit criteria and honest verification. Use when a design is understood and code needs to be built or changed.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Kata

Kata is a repeatable form practiced until good judgment becomes reliable. In
software, use a small engineering routine: make one behavior real, verify it,
learn from it, and then extend it. This is a Japanese-inspired metaphor for
discipline, not a demand for ceremony.

## Use this skill when

- a requirement and design are sufficiently understood;
- implementing a greenfield vertical slice;
- adding a feature or changing existing behavior;
- translating a decision into reviewable code; or
- AI-generated output needs to be reduced to the smallest correct change.

If the problem is still ambiguous, use `nemawashi`. If the repository or
environment is unknown, use `genchi-genbutsu`. If the design is overbuilt, use
`kanso` first.

## Outcome

Produce a focused, integrated change that:

- implements one observable behavior or structural improvement;
- follows local repository conventions;
- has appropriate tests and failure handling;
- leaves no generated or speculative excess;
- has a clean, explainable diff; and
- includes verification evidence and known residual risk.

## Workflow

### 1. Define the slice
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kuya-egg/monozukuri/kata@sha256:c828a7abb64d5956

The line at the top of this page pins the label git:20260928.56a849e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5wn4mgqmctcvqsj6.svg)](https://markdownregistry.com/a/art_5wn4mgqmctcvqsj6)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Sep 9, 2026 and Sep 28, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20260928.56a849e latest2026-09-28 56a849e 3,944 BA view · diff
git:20260909.6197cfc2026-09-09 6197cfc 3,793 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3944 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kuya-egg/monozukuri · 16 stars · license MIT · pushed 2026-09-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5wn4mgqmctcvqsj6
GET https://markdownregistry.com/api/v1/resolve?ref=kuya-egg/monozukuri/kata
GET https://markdownregistry.com/api/v1/blob/c828a7abb64d5956871b72fa1b6b16d28fead20331a52c6cb8cbced5ebd0af4d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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genchi-genbutsu SKILL.md skill
kuya-egg/monozukuri · genchi-genbutsu/SKILL.md · Inspect the real repository, environment, dependencies, and runtime evidence before designing or changing software. Use…
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hansei SKILL.md skill
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jidoka SKILL.md skill
kuya-egg/monozukuri · jidoka/SKILL.md · Debug software by making failures visible, reproducing them, finding contributing causes, and adding durable regression…
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kaizen SKILL.md skill
kuya-egg/monozukuri · kaizen/SKILL.md · Improve software continuously through small, safe, behavior-preserving changes that reduce maintenance cost. Use for…
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kanso SKILL.md skill
kuya-egg/monozukuri · kanso/SKILL.md · Choose simple, maintainable software designs by removing speculative complexity, comparing alternatives, and making…
git:20260909.6197cfc · audit A · 16 stars
kodawari SKILL.md skill
kuya-egg/monozukuri · kodawari/SKILL.md · Review software with careful attention to correctness, maintainability, security, operations, and meaningful detail…
git:20260909.6197cfc · audit A · 16 stars
monozukuri-blueprint SKILL.md skill
kuya-egg/monozukuri · monozukuri-blueprint/SKILL.md · Author a greenfield build blueprint in four gated stages — business logic, tech stack, logic-to-stack mapping, and a…
git:20260928.fe2f1d7 · audit A · 16 stars
monozukuri-core SKILL.md skill
kuya-egg/monozukuri · monozukuri-core/SKILL.md · The one Monozukuri command: routes the task, runs the greenfield blueprint when needed, drives the focused skills…
git:20260928.fe2f1d7 · audit A · 16 stars
monozukuri-router SKILL.md skill
kuya-egg/monozukuri · monozukuri-router/SKILL.md · Step 0 of consequential software work under Monozukuri, run by monozukuri-core. Classify the task, assess its risk…
git:20260928.fe2f1d7 · audit A · 16 stars
nemawashi SKILL.md skill
kuya-egg/monozukuri · nemawashi/SKILL.md · Clarify software goals, constraints, stakeholders, and risks before consequential design or implementation work. Use…
git:20260909.6197cfc · audit A · 16 stars
poka-yoke SKILL.md skill
kuya-egg/monozukuri · poka-yoke/SKILL.md · Prevent software mistakes through strong boundaries, safe defaults, meaningful tests, and mechanically enforced…
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Every file in kuya-egg/monozukuri

Other files named kata

kata SKILL.md skill
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git:20260823.7d1dc0c · audit A · 83 stars

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