kaizen-improvement-system SKILL.md skillA
kaizen-improvement-system from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add peterbamuhigire/chwezi-dev-engine/kaizen-improvement-system@git:20261022.55bbdd8Pins git:20261022.55bbdd8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- peterbamuhigire/chwezi-dev-engine
- Path
skills/sdlc-meta/kaizen-improvement-system/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261022.55bbdd8, committed Oct 22, 2026
- First version recorded
- Sep 7, 2026
- Size
- 10,563 bytes
- Repository stars
- 28
- License
- MIT
Use when auditing or improving this engineering engine or a product it produces. Coordinates evidence-backed baselines, small experiments, standardisation, and re-audits without replacing domain skills.
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
# Kaizen Improvement System Use this skill to turn observed defects, incidents, feedback, source changes, or audit gaps into small, reversible, evidence-backed improvements. It keeps domain judgement with the owning engine and makes learning discoverable. <!-- dual-compat-start --> ## Use When - Auditing or grading the engineering catalogue or a product made with it. - Turning defects, incidents, user feedback, or new evidence into a tested improvement. - Planning a major iteration, quarterly engine review, or post-release re-audit. ## Do Not Use When - A single-skill safety review is the only task; use the skill safety gate in `skill-engine-audit`. - A current external claim is needed before source evaluation and verification. - The proposed change is cosmetic and has no measurable effect on routing, quality, safety, or delivery. ## Required Inputs - Engine or product path, intended audience, output types, owner, and constraints. - Current routes, references, tests, user or product evidence, and known failure modes. - Baseline scoring method, improvement target, acceptance evidence, rollback condition, and re-audit date. ## Prerequisites …
Read the whole file at its exact version.
How to install
mdr add peterbamuhigire/chwezi-dev-engine/kaizen-improvement-system@sha256:a08c35d4f5d2df2fThe line at the top of this page pins the label git:20261022.55bbdd8, 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_7ao7jgonar74367n)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Sep 7, 2026 and Oct 22, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261022.55bbdd8 latest | 2026-10-22 | 55bbdd8 | 10,563 B | A | view · diff |
| git:20260924.eb7972e | 2026-09-24 | eb7972e | 10,169 B | A | view · diff |
| git:20260911.7afa6ea | 2026-09-11 | 7afa6ea | 10,101 B | A | view · diff |
| git:20260911.6a695ab | 2026-09-11 | 6a695ab | 9,840 B | A | view · diff |
| git:20260908.21fcacd | 2026-09-08 | 21fcacd | 9,840 B | A | view · diff |
| git:20260907.1b775c1 | 2026-09-07 | 1b775c1 | 9,066 B | A | view |
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 (10563 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
peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7ao7jgonar74367n GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/kaizen-improvement-system GET https://markdownregistry.com/api/v1/blob/a08c35d4f5d2df2f7f8c94d56af3cd0d9b93437956ab587a2bd23ac548a8620f
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.