desktop-gui-inspect

desktop-gui-inspect is a Browser & computer-use automation skill for AI agents, published by automateyournetwork in the netclaw repository on GitHub. Skillspace rates desktop-gui-inspect B (81/100) and it passed the safety scan; the rating is based on static analysis only.

Full-desktop automation for targets that have no browser and no API at all — a legacy Java-based NMS client, a vendor's Windows-only configuration utility, a terminal emulator with no scriptable interface. Drives OpenClaw's ClawHub computer-use skill (Xvfb+XFCE virtual desktop, xdotool input automation) to read, confirm, or search state in a desktop-only application. Includes a VNC/noVNC Watch Mode so an operator can watch or take over live, the direct desktop analogue of the Chrome DevTools Watch Mode. Never used to submit, apply, or commit a configuration change — that remains the job of the relevant API-based skill.

Grade
B
Quality
81 / 100
Safety
Passed
GitHub stars
610

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 1 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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