glm4v-analyze-image
Analyze Images with GLM-4V
Image review often needs structured visual reasoning, not only a short caption. This skill guides GLM-4V prompts for descriptions, visual questions, OCR, and detail extraction.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "glm4v-analyze-image" from https://skillstore.io/skills/ck991357-glm4v-analyze-image.md and its manifest at https://skillstore.io/api/skills/ck991357-glm4v-analyze-image/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 "glm4v-analyze-image". A product photo showing a backpack on a white background.
Expected outcome:
The image shows a black backpack with two shoulder straps, a front zipper pocket, and a plain studio background.
Using "glm4v-analyze-image". A screenshot of a dashboard with charts and labels.
Expected outcome:
- Visible text includes the dashboard title, metric labels, and chart legends.
- The layout uses a top summary row and multiple chart panels below it.
- Some small labels may need a higher-resolution image for reliable reading.
Using "glm4v-analyze-image". A street scene with people and vehicles.
Expected outcome:
The scene appears to show pedestrians near parked cars. The exact number of people is uncertain because some figures are partially hidden.
Security Audit
SafeStatic command findings are false positives caused by Markdown code fences and inline backticks in SKILL.md. The URL findings are placeholder image examples, and the entropy finding is explained by readable multilingual Markdown. No prompt injection, hidden command execution, or malicious data-exfiltration intent was found.
Risk Factors
⚙️ External commands (18)
🌐 Network access (7)
Share & cite this report
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Copy report link
https://skillstore.io/skills/ck991357-glm4v-analyze-image/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/ck991357-glm4v-analyze-image?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/ck991357-glm4v-analyze-image?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/ck991357-glm4v-analyze-image/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/ck991357-glm4v-analyze-image.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
CK991357. (2026). glm4v-analyze-image security audit report (audit version 8) [Author version 1]. Skillstore. https://skillstore.io/skills/ck991357-glm4v-analyze-image/audits/8BibTeX citation
@techreport{ck991357-ck991357-glm4v-analyze-image-2026,
author = {CK991357},
title = {glm4v-analyze-image security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/ck991357-glm4v-analyze-image/audits/8},
note = {Author version 1}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "glm4v-analyze-image security audit report (audit version 8)"
version: "1"
type: report
authors:
- name: "CK991357"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/ck991357-glm4v-analyze-image/audits/8"
identifiers:
- type: other
value: "skillstore:ck991357-glm4v-analyze-image:audit:8"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Product Image Review
Summarize product photos, identify visible attributes, and flag missing details for catalog preparation.
Document Screenshot Reading
Extract visible text and layout details from screenshots for faster triage and note taking.
Research Image Inspection
Ask focused visual questions about diagrams, scenes, or reference images during research workflows.
Try These Prompts
Describe this image in simple terms. Include the main subject, setting, visible objects, and overall mood.
Answer this question using only visible evidence from the image: [question]. State when the image is unclear.
Read any visible text in the image. Then describe the layout, headings, tables, labels, and important visual hierarchy.
Analyze the image step by step. Cover objects, relationships, text, colors, technical details, uncertainty, and follow-up checks.
Best Practices
- Use a direct image URL that the model can access without authentication.
- Ask specific questions when accuracy matters for counts, text, or small details.
- Request uncertainty notes for ambiguous areas or low-quality images.
Avoid
- Do not submit private or sensitive images through public URLs.
- Do not rely on the model for identity, medical, legal, or safety-critical conclusions.
- Do not use vague prompts when the task requires exact fields or focused evidence.