computer-use-swiftui-loop SKILL.md skillA
computer-use-swiftui-loop from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/computer-use-swiftui-loop@git:20260706.48a3beaPins git:20260706.48a3bea in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/computer-use-swiftui-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260706.48a3bea, committed Jul 6, 2026
- Size
- 2,711 bytes
- Repository stars
- 17
- License
- MIT
Executes a continuous validation loop for macOS apps using Computer Use (Note: Computer Use is currently exclusive to the Codex app), recording layout/accessibility findings and applying/verifying small SwiftUI/UI fixes.
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
# computer-use-swiftui-loop This skill guides the automated or manual testing and visual bug-fixing loop for native macOS applications (such as SwiftUI/AppKit apps) using Computer Use. **Note: The Computer Use feature is currently exclusive to the Codex app.** ## Triggers - Request to validate a macOS app visual layout using Computer Use. - Visual bug fixes, truncation, clipping, alignment, or accessibility tree issues in the running app's window. - Execution of the continuous validation cycle: `capture -> inspect -> log finding -> apply minimal fix -> build/test -> revalidate`. ## Loop Process 1. **Visual & Accessibility Capture**: - Run the target macOS application. - Take screenshots and query the application's accessibility tree (AX tree) using Computer Use tools to verify elements are correctly laid out and labeled. 2. **Layout & Design Audit**: - Inspect the interface for layout loops, truncated labels (e.g., `Button Lab...`), overlapping controls, or controls lacking descriptive accessibility info. 3. **Log Findings**: - Record findings in the designated findings file (e.g., `docs/test-plans/computer-use-loop/findings.md`). …
Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/computer-use-swiftui-loop@sha256:df6fe7c89de8f561The line at the top of this page pins the label git:20260706.48a3bea, 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_fhhkyoasntkeun6u)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 6, 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 (2711 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
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fhhkyoasntkeun6u GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/computer-use-swiftui-loop GET https://markdownregistry.com/api/v1/blob/df6fe7c89de8f561dc3fbd321da81546091b2e50a78d33ebd9df5a0c5cbfc381
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.