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 PicsArt/gen-ai-skills --skill product-photo-studiogit clone --depth 1 https://github.com/PicsArt/gen-ai-skillsWrote 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/picsart/gen-ai-skills/product-photo-studio)<a href="https://agentmods.dev/skills/picsart/gen-ai-skills/product-photo-studio"><img src="https://agentmods.dev/badge/skills/picsart/gen-ai-skills/product-photo-studio/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/picsart/gen-ai-skills/product-photo-studio"><img src="https://agentmods.dev/badge/skills/picsart/gen-ai-skills/product-photo-studio.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 | $0.00017 | $0.01255 |
| Opus 5 | $0.00009 | $0.00628 |
| Sonnet 5 | $0.00003 | $0.00251 |
| Haiku 4.5 | $0.00002 | $0.00126 |
Grade C, and why
product-photo-studio 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://picsart.com/gen-ai-cli/install.sh | bash Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSL https://picsart.com/gen-ai-cli/install.sh | bash How it starts
The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Photo Studio
A single skill that covers every "transform a product photo with AI" workflow Picsart's gen-ai CLI supports. Use this whenever the user has product photography (single packshot, full catalog, or one artwork) and needs it re-rendered, re-staged, or fanned out into variants. Replaces six narrower skills with one entry point and six mode references.
Input: one or more product photos. Output: styled, composed, or fanned-out variants ready for PDPs, marketplaces, ads, mockup listings, or campaigns.
When to Use
Pick the mode that matches the task. If the user's request maps to any of these, this skill is the right one:
| Mode | Trigger phrases | Reference |
|---|---|---|
| bulk-restyle | "catalog styling", "consistent background across SKUs", "PDP-ready staging at scale" | references/modes/bulk-restyle.md |
| compose | "lifestyle compose", "product in context", "put this product in a scene" | references/modes/compose.md |
| seasonal | "seasonal refresh", "holiday catalog", "Christmas / summer / Black Friday catalog" | references/modes/seasonal.md |
| variants | "color variants", "material variants", "colorway fan-out", "size chart re-render" | references/modes/variants.md |
| reshoot | "batch reshoot", "regenerate catalog", "enterprise catalog re-render with brand rules" | references/modes/reshoot.md |
| mockups | "product mockup", "POD mockup", "Etsy / Shopify listing mockup", "in-hand render" | references/modes/mockups.md |
If the user's task involves video, characters, or persona generation, this is the wrong skill — see gen-ai-use, gen-ai-persona-creation, gen-ai-use.
Prerequisites
Picsart gen-ai CLI installed and authenticated:
# Install (signed binary, recommended)
curl -fsSL https://picsart.com/gen-ai-cli/install.sh | bash
# Authenticate
gen-ai login
gen-ai whoami # verify
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 118 lines · 17 tokens per session scan C 59a53c0c90ca
product-photo-studio is a skill published in the GitHub repository PicsArt/gen-ai-skills (4 stars, last pushed 15d ago), licensed MIT. It adds 17 tokens to every session and 1,255 once invoked, about $0.0001 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 2026-08-31.
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