Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add J-StaR-Films-Studios/VibeCode-Protocol-Suite --skill ai-product-photographygit clone --depth 1 https://github.com/J-StaR-Films-Studios/VibeCode-Protocol-SuiteWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/j-star-films-studios/vibecode-protocol-suite/ai-product-photography)<a href="https://agentmods.dev/skills/j-star-films-studios/vibecode-protocol-suite/ai-product-photography"><img src="https://agentmods.dev/badge/skills/j-star-films-studios/vibecode-protocol-suite/ai-product-photography/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/j-star-films-studios/vibecode-protocol-suite/ai-product-photography"><img src="https://agentmods.dev/badge/skills/j-star-films-studios/vibecode-protocol-suite/ai-product-photography.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00120 | $0.01815 |
| Opus 5 | $0.00060 | $0.00907 |
| Sonnet 5 | $0.00024 | $0.00363 |
| Haiku 4.5 | $0.00012 | $0.00181 |
Grade C, and why
ai-product-photography scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -fsSL https://cli.inference.sh | sh && infsh login Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSL https://cli.inference.sh | sh && infsh login How it starts
The opening of the file, as written. The whole thing — 270 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Product Photography
Generate professional product photography via inference.sh CLI.
Quick Start
curl -fsSL https://cli.inference.sh | sh && infsh login
# Generate product shot
infsh app run falai/flux-dev --input '{
"prompt": "Professional product photo of wireless earbuds on white surface, soft studio lighting, commercial photography, high detail"
}'
Available Models
| Model | App ID | Best For |
|---|---|---|
| FLUX Dev | falai/flux-dev |
High quality, detailed |
| FLUX Schnell | falai/flux-schnell |
Fast iterations |
| Imagen 3 | google/imagen-3 |
Photorealistic |
| Grok | xai/grok-imagine-image |
Creative variations |
| Seedream | bytedance/seedream-3-0 |
Commercial quality |
Product Photography Styles
Studio White Background
infsh app run falai/flux-dev --input '{
"prompt": "Product photography of a luxury watch on pure white background, professional studio lighting, sharp focus, e-commerce style, high resolution"
}'
Lifestyle Context
infsh app run falai/flux-dev --input '{
"prompt": "Lifestyle product photo of coffee mug on wooden desk, morning sunlight through window, cozy home office setting, Instagram aesthetic"
}'
Hero Shot
infsh app run falai/flux-dev --input '{
"prompt": "Hero product shot of smartphone floating at angle, dramatic lighting, gradient background, tech advertising style, premium feel"
}'
Flat Lay
infsh app run falai/flux-dev --input '{
"prompt": "Flat lay product photography of skincare products arranged aesthetically, marble surface, eucalyptus leaves as props, beauty brand style"
}'
In-Use / Action
infsh app run falai/flux-dev --input '{
"prompt": "Action shot of running shoes mid-stride, motion blur background, athletic lifestyle, Nike advertisement style"
}'
Product Categories
Electronics
infsh app run falai/flux-dev --input '{
"prompt": "Professional product photo of wireless headphones, matte black finish, floating on dark gradient background, rim lighting, tech product photography"
}'
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 270 lines · 120 tokens per session scan C 55d453219a79
ai-product-photography is a skill published in the GitHub repository J-StaR-Films-Studios/VibeCode-Protocol-Suite (24 stars, last pushed yesterday), licensed ISC. It adds 120 tokens to every session and 1,815 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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