---
title: "Visual Edit Precision - Air Market"
description: "Describing a UI change in words is awkward, and the wrong element gets changed. This lets you point at what you mean - a selection, an annotation, a screenshot - and have that visual context used alo…"
canonical: "https://airmarket.ai/app/visual-edit-precision"
---

[Air Market](/) / [Design](/category/design) / Visual Edit Precision

Skill by [Seth Hobson](/@wshobson)

# Visual Edit Precision

Point at the thing on screen and say what should change

## What this does

Describing a UI change in words is awkward, and the wrong element gets changed. This lets you point at what you mean - a selection, an annotation, a screenshot - and have that visual context used alongside your written instructions. Reach for it when where a thing sits on the page is part of the request.

### Top 3 things it does for you

- Change the element you selected, not one that looks like it
- Turn a screenshot and a note into an edit
- Mark up a page and have the markup understood

## Information

**Visual Edit Precision at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Seth Hobson](/@wshobson) |
| Category | [Design](/category/design) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 2 KB |
| Licence | MIT |
| Repository | [wshobson/agents](https://github.com/wshobson/agents/tree/b6af3711058190e4b5c5274b9758498fe626ec5a/plugins/skill-forge-essentials/skills/visual-edit-precision) |
| GitHub stars | 39,077 (as of Nov 2026) |
| Installs | 3,175, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Visual Edit Precision and flagged nothing. AIR's verdict: **safe**.

**What Visual Edit Precision's check was run against**

|  |  |
| --- | --- |
| Commit | b6af3711058190e4b5c5274b9758498fe626ec5a |
| Content hash | 8f389eb4ae0ec9d014ab8fb25bc24a7ecaab57204e1af117246f8bed1feb499b |
| Files read | [Browse the files at this exact commit](https://github.com/wshobson/agents/blob/b6af3711058190e4b5c5274b9758498fe626ec5a/plugins/skill-forge-essentials/skills/visual-edit-precision/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Visual Edit Precision](/security/visual-edit-precision)

## About Visual Edit Precision

Some frontend changes are much easier to point at than to describe. This skill is for UI work guided by visual context: elements the user selects, annotations they draw, screenshots they attach alongside a change request.

It also applies when editing components where spatial context - element identity, DOM references, layout data - supplements the text instructions rather than replacing them.

## What's inside

- SKILL.md - instructions

## Questions

### Is Visual Edit Precision safe to install?

AIR scanned this exact version of Visual Edit Precision and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit b6af37110581, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/visual-edit-precision.

### How do I install Visual Edit Precision?

Open https://airmarket.ai/app/visual-edit-precision on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/wshobson/agents/tree/b6af3711058190e4b5c5274b9758498fe626ec5a/plugins/skill-forge-essentials/skills/visual-edit-precision. Install from that link, not the branch.

## Related on Air Market

- [More Design listings](/category/design)
- [Everything by Seth Hobson](/@wshobson)

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Canonical URL: <https://airmarket.ai/app/visual-edit-precision>