ecom-batch-background-swap

ecom-batch-background-swap is a skill for Claude Code, Codex from ddcat-ai/open-ai-canvas. It costs 35 tokens per session (310 once invoked), scanned A, original, MIT.

A product-image guideline for making a series of scenes with the same product or stock-keeping unit (SKU), meaning one specific product variant. It keeps each item’s identity, colour, shape, proportions, and printed details while changing backgrounds and camera angles.

In plain words
What is it for?
It is for creating consistent background-swapped image sets, with checks for masking, shadows, reflections, lighting, and each SKU.
Why use it?
It prevents product variants from being mixed up and stops new backgrounds from making items look as if they float or include unlisted props.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It is for creating consistent background-swapped image sets, with checks for masking, shadows, reflections, lighting, and each SKU.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap
About the project

影策 is an open-source workspace for AI film and short-video production, using a freeform canvas and structured workflows to organize scripts, characters, scenes, storyboards, media assets, and generated text, images, video, and audio. It is for creators who manage audiovisual projects through local or trusted deployments, with features for task tracking, asset management, timelines, and AI-agent workflows.

ddcat-ai/open-ai-canvas · 1,677 stars · on GitHub · yingce.tv

Install

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.

Any agent
npx skills add ddcat-ai/open-ai-canvas --skill ecom-batch-background-swap
Clone the repo
git clone --depth 1 https://github.com/ddcat-ai/open-ai-canvas

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for ecom-batch-background-swap

README.md
[![agentmods](https://agentmods.dev/badge/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap/github.svg)](https://agentmods.dev/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap)
Your own site
<a href="https://agentmods.dev/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap"><img src="https://agentmods.dev/badge/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap/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.

agentmods 80×15 button for ecom-batch-background-swap

Your own site · 80×15
<a href="https://agentmods.dev/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap"><img src="https://agentmods.dev/badge/skills/ddcat-ai/open-ai-canvas/ecom-batch-background-swap.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 310 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.00310
Opus 5.5 $0.00014 $0.00124
Sonnet 5.5 $0.00007 $0.00062
Haiku 4.5 $0.00003 $0.00031

Measured 2d ago against content hash a6581b7ce0ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ecom-batch-background-swap scanned grade A with 0 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 2d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

backend/internal/ecommerceskills/packages/ecom-batch-background-swap/SKILL.md · 23 lines

What it actually says

同款背景系列

输入与适用范围

使用本轮商品事实、参考素材职责、用户提示词、目标平台及已确认风格。

执行方法

锁定每个SKU的身份和颜色,再按所选视觉系统为各图安排不同真实背景;背景与商品接触关系重建。

图片执行要求

同款保持轮廓比例和印字位置,各图改换环境与机位,接触阴影和反射要符合新光源,不改变SKU款式。

交付核对

对照逐张SKU、边缘遮罩、漂浮感、阴影方向,场景道具不暗示随赠。

来源与适配

https://github.com/xianyu110/ecommerce-image-skills/blob/f4566fdc812584425728862ad8e08c90883d81ee/skills/batch-background-swap/SKILL.md 版本:f4566fdc812584425728862ad8e08c90883d81ee。按 MIT 许可改编;仅保留适合本工作台的创意方法,不导入来源脚本、指定供应商、固定页数或平台示例阈值。

Changes

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.

  1. 2d ago First seen · 23 lines · 35 tokens per session scan A a6581b7ce0ae

Subscribe to this mod's changes

ecom-batch-background-swap is a skill published in the GitHub repository ddcat-ai/open-ai-canvas (1,677 stars, last pushed yesterday), licensed MIT. It adds 35 tokens to every session and 310 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-05.

Related

ecom-batch-background-swap compared with skills from other repositories

ecom-batch-background-swap next to 6 skills from other repositories
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