design-context-extract SKILL.md skillA
design-context-extract from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/design-context-extract@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
src/skills/design-context-extract/SKILL.md- Versions recorded
- 11
- Latest version
- v1.0.1, committed Sep 29, 2026
- First version recorded
- Jul 30, 2026
- Size
- 14,331 bytes
- Repository stars
- 299
- License
- MIT
Extract design DNA from app screenshots, live URLs, or screen recordings using Google Stitch — color palettes, typography, spacing tokens, component patterns, and motion specs as design-tokens.json or Tailwind config. Use when the user points to a screenshot, URL, or video and asks to extract or audit the design, analyze animations or scroll behavior, or keep new pages matching an established visual identity.
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
# Design Context Extract
Extract the "Design DNA" from existing applications — colors, typography, spacing, and component patterns — and output as structured tokens.
```bash
design-context-extract /tmp/screenshot.png # From screenshot
design-context-extract /tmp/recording.mp4 # From screen recording (motion spec)
design-context-extract https://example.com # From live URL
design-context-extract current project # Scan project's existing styles
```
## Pipeline
```
Input (screenshot/URL/project)
│
▼
┌──────────────────────────────┐
│ Capture │ Screenshot or fetch HTML/CSS
└──────────┬───────────────────┘
│
▼
┌──────────────────────────────┐
│ Extract │ Stitch get_screen + generate_screen_from_text
│ │ OR multimodal analysis (fallback)
│ → Colors (hex + oklch) │
│ → Typography (families, scale)│
│ → Spacing (padding, gaps) │
│ → Components (structure) │
└──────────┬───────────────────┘
│
▼
┌──────────────────────────────┐
│ Output │ Choose format:
│ → design-tokens.json (W3C) │
…Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/design-context-extract@sha256:d62bbe34cf438e9bThe line at the top of this page pins the label v1.0.1, 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_fhwlhb7v5xnqb43c)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Jul 30, 2026 and Sep 29, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-09-29 | 105a980 | 14,331 B | A | view · diff |
| v1.0.1 | 2026-09-28 | 220adb4 | 14,409 B | A | view · diff |
| v1.0.1 | 2026-09-23 | 3cbe64d | 14,426 B | A | view · diff |
| v1.0.1 | 2026-09-23 | 15f5451 | 13,797 B | A | view · diff |
| v1.0.1 | 2026-09-22 | 606a574 | 13,144 B | A | view · diff |
| v1.0.1 | 2026-09-20 | 02cb935 | 13,142 B | A | view · diff |
| v1.0.1 | 2026-09-09 | 4f38cbc | 13,142 B | A | view · diff |
| v1.0.1 | 2026-08-29 | 2aed0b0 | 13,162 B | A | view · diff |
| v1.0.1 | 2026-08-02 | ece586d | 13,162 B | A | view · diff |
| v1.0.1 | 2026-08-01 | a47d763 | 13,272 B | A | view · diff |
| v1.0.1 | 2026-07-30 | d4422c3 | 13,163 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 (14331 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
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fhwlhb7v5xnqb43c GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/design-context-extract GET https://markdownregistry.com/api/v1/blob/d62bbe34cf438e9bb8081f3fdb42281f85d11d4816cb7a01f1afb7e6a1f6e547
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.
More from yonatangross/orchestkit
Every file in yonatangross/orchestkit