image-to-ui
Recreate Screenshots as Working Interfaces
Recreating a screenshot can introduce unwanted design changes and visible mismatches. This skill guides your agent to implement the reference and compare rendered results.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "image-to-ui" from https://skillstore.io/skills/uizze-image-to-ui.md and its manifest at https://skillstore.io/api/skills/uizze-image-to-ui/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "image-to-ui". A settings screenshot and an existing frontend project, with the original viewport specified.
Expected outcome:
- Example implementation summary: Settings layout recreated with real text and controls using existing components.
- Example comparison report: Rendered at the supplied viewport; alignment and spacing differences corrected after comparison.
- Example limitation: The original font was unavailable, so typography remains an acknowledged mismatch.
Using "image-to-ui". A cropped mobile mockup with supplied icons and a requested wider viewport.
Expected outcome:
- Example implementation summary: Visible region recreated with supplied icons; no unseen sections added.
- Example validation report: Reference viewport compared and requested wider layout checked for usability.
- Example limitation: Backend behavior was not added because it was not requested.
Security Audit
SafeAll three static findings are false positives: two Markdown references and one instruction to reuse the project stack. No evidence found of credential collection, unauthorized data transmission, system reconnaissance, or prompt injection in the reviewed instructions. The skill explicitly treats image text and links as reference content, not executable instructions.
Risk Factors
๐ Network access (2)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/uizze-image-to-ui/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/uizze-image-to-ui?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/uizze-image-to-ui?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/uizze-image-to-ui/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/uizze-image-to-ui.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
uizze. (2026). image-to-ui security audit report (audit version 1) [Author version 1.0.0]. Skillstore. https://skillstore.io/skills/uizze-image-to-ui/audits/1BibTeX citation
@techreport{uizze-uizze-image-to-ui-2026,
author = {uizze},
title = {image-to-ui security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/uizze-image-to-ui/audits/1},
note = {Author version 1.0.0}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "image-to-ui security audit report (audit version 1)"
version: "1.0.0"
type: report
authors:
- name: "uizze"
date-released: "2026-10-10"
url: "https://skillstore.io/skills/uizze-image-to-ui/audits/1"
identifiers:
- type: other
value: "skillstore:uizze-image-to-ui:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Implement a supplied mockup
Recreate a designer's mockup within an existing frontend project while preserving its layout, text, typography, and assets.
Validate design implementation
Compare a rendered interface against a supplied reference and identify visible differences for correction.
Build a reference-based prototype
Turn an approved screenshot into working controls, then check requested screen sizes without inventing unrelated pages or backend features.
Try These Prompts
Recreate the attached screenshot in this project. Inspect the image first, preserve visible content, and report any missing assets.
Match [target screen] to the attached mockup at [reference viewport]. Reuse existing components, preserve current behavior, and compare the rendered result.
Implement the attached reference at [reference viewport], then adapt it for [additional sizes]. Check controls and disclose remaining visual differences.
Compare [implemented screen] with the attached reference at [viewport]. Correct layout, typography, spacing, colors, and assets in that order. Render again and report comparisons.
Best Practices
- Provide the original reference image, its viewport dimensions, and available fonts, icons, and images.
- Identify the target screen and requested interactions so the agent can preserve existing project behavior.
- Render at matching dimensions, wait for assets to load, and review remaining mismatches after each correction.
Avoid
- Providing only filenames or text descriptions instead of an accessible reference image.
- Requesting unrelated redesigns while expecting faithful reproduction of the reference.
- Claiming pixel-perfect fidelity without rendering and comparing the implementation.
Frequently Asked Questions
What reference formats can I use?
Does this require an account or MCP connection?
Does it require a specific frontend framework?
Can it guarantee a pixel-perfect match?
Can it make the interface responsive?
Will it add backend behavior or unseen screens?
Developer Details
Author
uizzeLicense
MIT
Author version
v1.0.0
Skillstore revision
r1
Repository
https://github.com/uizze/uizze/tree/146928eb50bc08a787b0987e0a2235b6594c5af1/skills/image-to-uiRef
e406bf64b5db6e514879399e87b346fa7ff7c2fb
Maintenance freshness
10/11/2026
Usage
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