skill-visual-feedback

skill-visual-feedback is a UI design craft & review skill for AI agents, published by CES-Ltd in the Lumi repository on GitHub. Skillspace rates skill-visual-feedback C (72/100) and it passed the safety scan; the rating is based on static analysis only.

Process screenshot-based UI/UX feedback to fix visual issues. Use when: AUTOMATICALLY ACTIVATE when user provides visual feedback:. "[Image X] The /settings should be Y". "[Image X] these button styles need to be fixed"

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
25

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

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it looks like a template or a stub that was never filled in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

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

Our review

Architecture
96 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill 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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