ai-product-photography
Create AI Product Photography
Product teams need polished images for listings, ads, and mockups without a full studio shoot. This skill provides prompt patterns and inference.sh workflows for commercial product imagery.
Do not auto-install this skill.
The canonical policy requires operator review before any installation action.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "ai-product-photography" from https://skillstore.io/skills/inference-sh-ai-product-photography.md and its manifest at https://skillstore.io/api/skills/inference-sh-ai-product-photography/manifest. Verify the artifact. Do not auto-install. Inspect the skill and report your findings, then wait for an operator or manual installation decision.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 "ai-product-photography". Create an Amazon main image direction for a stainless steel water bottle.
Expected outcome:
A white-background studio direction with the bottle centered, soft shadows, accurate scale, sharp focus, and no text or graphics.
Using "ai-product-photography". Create a lifestyle image direction for a skincare serum.
Expected outcome:
A spa-inspired scene with natural stone props, water droplets, soft daylight, premium beauty styling, and clear product visibility.
Using "ai-product-photography". Create a hero banner direction for wireless headphones.
Expected outcome:
A dramatic tech campaign concept with rim lighting, a clean gradient background, premium materials, and open space for web copy.
Security Audit
CriticalMost static backtick findings are false positives caused by Markdown code fences, inline model IDs, and prompt examples. The installer command at SKILL.md:21 is confirmed critical because it pipes remote network content into sh. No prompt injection or covert data exfiltration intent was found.
Confirmed security concerns (1)
Capability review items (3)
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 (53)
🌐 Network access (2)
Detected Patterns
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https://skillstore.io/skills/inference-sh-ai-product-photography/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/inference-sh-ai-product-photography?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/inference-sh-ai-product-photography/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/inference-sh-ai-product-photography.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
inference-sh. (2026). ai-product-photography security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/inference-sh-ai-product-photography/audits/4BibTeX citation
@techreport{inference-sh-inference-sh-ai-product-photography-2026,
author = {inference-sh},
title = {ai-product-photography security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/inference-sh-ai-product-photography/audits/4},
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: "ai-product-photography security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
- name: "inference-sh"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/inference-sh-ai-product-photography/audits/4"
identifiers:
- type: other
value: "skillstore:inference-sh-ai-product-photography:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Generate Listing Images
Create clean white-background and lifestyle prompt directions for marketplace product listings.
Plan Campaign Visuals
Draft hero, flat lay, and action-shot concepts for ads, landing pages, and social campaigns.
Prototype Product Mockups
Explore visual styles, lighting choices, and product angles before booking a studio shoot.
Try These Prompts
Create a clean studio product photo prompt for a [product] on a white background with soft lighting and sharp focus.
Create a lifestyle product photo prompt for a [product] used in a realistic [setting], with natural lighting and clear scale.
Create a premium campaign image prompt for a [product], including background, lighting, composition, and space for headline text.
Create a coordinated image set for a [product] with front, side, detail, lifestyle, and hero views using one consistent brand style.
Best Practices
- Define product type, background, lighting, style, and technical quality in every request.
- Keep lighting and styling consistent across all images in one product line.
- Review generated images for product accuracy, platform rules, and brand compliance before publishing.
Avoid
- Do not use vague prompts that omit product material, scale, lighting, or background.
- Do not publish generated product images without checking accuracy against the real item.
- Do not run installer or related-skill commands automatically without user review.
Frequently Asked Questions
What does this skill help create?
Which image models does it reference?
Can it create marketplace-ready images?
Does it require an external service?
Can it match a real product exactly?
Is the installation command safe to run automatically?
Developer Details
Author
inference-shLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
a06681402992ceae98ba04d54cfd4ab004862696
Maintenance freshness
7/18/2026
Usage
8 downloads · 217 views
File structure
📄 SKILL.md