vision
Analyze Images with a Vision Model
Text-only agents cannot inspect screenshots, diagrams, or scanned pages. This skill sends one image and a focused prompt to your configured vision model.
Stop for confirmation before installing.
Review the plan and obtain explicit user consent before changing files.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "vision" from https://skillstore.io/skills/kotot-vision.md and its manifest at https://skillstore.io/api/skills/kotot-vision/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.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 "vision". Describe a dashboard screenshot with a failed deployment.
Expected outcome:
The deployment status is Failed. The visible error cites a missing database connection variable in the production environment.
Using "vision". Transcribe a photographed receipt.
Expected outcome:
- Merchant: North Market
- Date: 2026-08-14
- Total: $42.80
- The item description on the second line is unclear.
Using "vision". Explain an architecture diagram.
Expected outcome:
The client sends requests through an API gateway to two services. Both services share a database, while the worker also reads from a queue.
Security Audit
High RiskThe two outbound HTTP findings are confirmed because the script posts image data and prompts to a configurable endpoint. Most other findings are documentation, placeholders, or restricted configuration access, but inherited project settings can silently redirect uploads.
Confirmed security concerns (1)
Capability review items (2)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
⚙️ External commands (27)
🌐 Network access (11)
📁 Filesystem access (15)
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/kotot-vision/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/kotot-vision?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/kotot-vision?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/kotot-vision/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/kotot-vision.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 · BibTeX · CFF)
APA citation
kotot. (2026). vision security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/kotot-vision/audits/1BibTeX citation
@techreport{kotot-kotot-vision-2026,
author = {kotot},
title = {vision security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/kotot-vision/audits/1},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "vision security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "kotot"
date-released: "2026-08-16"
url: "https://skillstore.io/skills/kotot-vision/audits/1"
identifiers:
- type: other
value: "skillstore:kotot-vision:audit:1"
description: "Skillstore immutable audit report identifier"
Compare variants
3 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
0xsero-vision
2026-09-09
verging-ai-vision
2026-09-09
kotot-vision
2026-09-09
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Diagnose Screenshot Errors
Read visible error messages and identify likely causes from application screenshots.
Extract Scanned Text
Transcribe text from receipts, forms, and scanned pages while preserving useful structure.
Interpret Visual Research
Summarize charts and diagrams, including labels, values, relationships, and visible caveats.
Try These Prompts
Analyze [image path or URL]. Describe the main subjects, setting, visible text, and important details.
Read [image path or URL]. Transcribe all visible text and preserve headings, lists, and table relationships.
Inspect [screenshot path]. Identify the exact error, affected component, likely cause, and evidence visible in the interface.
Analyze [image path or URL] against [expected state]. List matches, discrepancies, uncertain details, and evidence for each conclusion.
Best Practices
- Use a specific question that names the details you need.
- Verify the resolved endpoint before sending confidential images.
- Ask the model to mark unreadable or uncertain content.
Avoid
- Do not send secrets or regulated data to an untrusted endpoint.
- Do not treat OCR output as authoritative without verification.
- Do not request broad descriptions when exact values are required.
Frequently Asked Questions
Which image sources are supported?
Does this skill require a specific provider?
Is an API key required?
Where is configuration loaded from?
Can I inspect a request before sending it?
Does the skill guarantee accurate OCR?
Developer Details
Author
kototLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
d7ec88d380bc0952a475899451d682383ab5d76c
Maintenance freshness
8/16/2026
Usage
0 downloads · 0 views