hansei SKILL.md skillA
hansei from kuya-egg/monozukuri is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kuya-egg/monozukuri/hansei@git:20260909.6197cfcPins git:20260909.6197cfc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kuya-egg/monozukuri
- Path
hansei/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260909.6197cfc, committed Sep 9, 2026
- Size
- 3,176 bytes
- Repository stars
- 16
- License
- MIT
Reflect on failures, incidents, reviews, and completed software work to turn evidence into durable tests, guardrails, documentation, and process improvements.
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
# Hansei Hansei is disciplined reflection. In software, examine what happened, why it happened, and how the system allowed it so the lesson becomes a durable improvement. This is a Japanese-inspired engineering metaphor, practiced without blame or ritual for its own sake. ## Use this skill when - an incident, outage, regression, or escaped defect occurred; - a review found a recurring quality problem; - a release or project completed and important lessons should be preserved; - a workaround has become normal behavior; or - the team wants to improve its engineering system rather than only patch code. ## Outcome Produce a concise reflection with: - the observed impact and timeline; - contributing technical, process, and communication conditions; - what made detection, diagnosis, or recovery easier or harder; - what worked and should be preserved; - actionable improvements with owners or clear scope; and - a follow-up test, guardrail, document, signal, or process change. ## Workflow ### 1. Establish the facts Use logs, traces, tests, diffs, deployments, timelines, and direct reports. Separate what is known from what is inferred. Do not begin with blame or a …
Read the whole file at its exact version.
How to install
mdr add kuya-egg/monozukuri/hansei@sha256:70ff273126c4eb2bThe line at the top of this page pins the label git:20260909.6197cfc, 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.
[](https://markdownregistry.com/a/art_3kqjuwatnyga5e6d)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 9, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3176 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
kuya-egg/monozukuri · 16 stars · license MIT · pushed 2026-09-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3kqjuwatnyga5e6d GET https://markdownregistry.com/api/v1/resolve?ref=kuya-egg/monozukuri/hansei GET https://markdownregistry.com/api/v1/blob/70ff273126c4eb2bfab6db7735e447c6bf51d679f4dfc5274f821879260a0e1e
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.