use-the-available-kernel SKILL.md skillA

use-the-available-kernel from w1ne/kernelcad-web is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add w1ne/kernelcad-web/use-the-available-kernel@git:20261015.99b462b

Pins git:20261015.99b462b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
w1ne/kernelcad-web
Path
src/agent/skills/kernelcad-from-reference/use-the-available-kernel/SKILL.md
Versions recorded
7
Latest version
git:20261015.99b462b, committed Oct 15, 2026
First version recorded
May 22, 2026
Size
11,100 bytes
Repository stars
33
License
MIT

Hard rules for which kernelCAD primitive to reach for when authoring from a reference photo. The from-reference loop fails most often because the author defaults to easy primitives and skips ones that exist. Read before writing any geometry.

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

# use-the-available-kernel

The from-reference loop fails most often not because kernelCAD lacks a
primitive, but because the author did not reach for one that exists. This skill
is a checklist of hard rules: when condition X holds in the reference, USE
primitive Y.

## Rule 1 — Non-uniform corner radii → variable fillet

If the reference shows a product where different corners have visibly different
radii (Wayfarer brow: 4 mm at temple, 8 mm at outer-top wing corner; bottle
shoulders; controller grips), USE the variable-radius form:

```ts
// Top rim at z = 12; the temple sits at x < 20, the outer wing at x > 20.
shape.fillet([
  { edges: { atZ: 12, within: { xMin: 20 } }, radius: 8 },
  { edges: { atZ: 12, within: { xMax: 20 } }, radius: 4 },
]);
```

Each entry's `edges` is an EdgeQuery (`atX/atY/atZ`, `within`, `parallel`,
`convex`, `minAngle`, …) or `{ face: <name or FaceQuery> }` alone. Unknown
keys are an error — there is no `region:` key; narrow by position with
`within` or `near`.

Do NOT author with repeated single-radius `.fillet(r)` calls and live with a
uniform-look body. The scorer detects the sharp vs. rounded corner curvature
mismatch in the silhouette gate.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add w1ne/kernelcad-web/use-the-available-kernel@sha256:91921a991905191f

The line at the top of this page pins the label git:20261015.99b462b, 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_auh6qilow5xewsts.svg)](https://markdownregistry.com/a/art_auh6qilow5xewsts)

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

Versions

The registry has recorded 7 versions of this file, between May 22, 2026 and Oct 15, 2026, about one every 24 days.

versioncommittedcommitsizeaudit
git:20261015.99b462b latest2026-10-15 99b462b 11,100 BA view · diff
git:20261008.13091b22026-10-08 13091b2 10,705 BA view · diff
git:20260924.7d375fe2026-09-24 7d375fe 10,704 BA view · diff
git:20260719.dc6c3ef2026-07-19 dc6c3ef 10,180 BA view · diff
git:20260624.c09071b2026-06-24 c09071b 9,951 BA view · diff
git:20260623.dcb509b2026-06-23 dcb509b 9,849 BA view · diff
git:20260522.3aa84932026-05-22 3aa8493 8,384 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 (11100 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

w1ne/kernelcad-web · 33 stars · license MIT · pushed 2026-10-21 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_auh6qilow5xewsts
GET https://markdownregistry.com/api/v1/resolve?ref=w1ne/kernelcad-web/use-the-available-kernel
GET https://markdownregistry.com/api/v1/blob/91921a991905191fe1633661273fd3455c0b944dada78f23f04b3df361bff819

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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