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Use when processing raw product photos from the inbox folder into organized listing folders. Analyzes images, groups them by item, creates descriptive folder names, and moves files to listings/.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/crathgeb/fb-marketplace --skill fb-marketplaceprocess-inbox命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Use when you need to research a product online to find its retail price, used market value, official description, specifications, and measurements. Invoke after identifying brand/model from images.
Use when exporting listings to Facebook Marketplace bulk upload format, when preparing multiple listings for upload, or when user asks to create/fill out/export the template spreadsheet.
Use when creating FB Marketplace listing files from a folder of product images. Analyzes images for brand/model, researches the product, and generates title.md, description.md, and price.md files.
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基于 SOC 职业分类
| name | fb-marketplace:process-inbox |
| description | Use when processing raw product photos from the inbox folder into organized listing folders. Analyzes images, groups them by item, creates descriptive folder names, and moves files to listings/. |
Every listing we create starts here. We transform raw photos in inbox/ into organized listing folders in listings/, grouping images of the same item together based on visual analysis.
Before proceeding, you MUST:
inbox/ folder at the project rootdigraph process_inbox {
rankdir=TB;
node [shape=box];
start [label="Start" shape=ellipse];
scan [label="1. IMMEDIATELY scan\ninbox for all images"];
empty [label="Report: No images found" shape=ellipse];
analyze [label="2. Analyze EVERY image\nIdentify product and features"];
group [label="3. Group images by item\nSame product = same group"];
name [label="4. Generate folder name\nBrand + Product + Feature"];
create [label="5. Create folder in listings/"];
move [label="6. Move images to folder"];
more [label="More groups?" shape=diamond];
done [label="Report results" shape=ellipse];
start -> scan;
scan -> empty [label="no images"];
scan -> analyze [label="images found"];
analyze -> group;
group -> name;
name -> create;
create -> move;
move -> more;
more -> name [label="yes"];
more -> done [label="no"];
}
IMMEDIATELY scan inbox/ for all image files. Supported formats - check for all of these:
.jpeg, .jpg, .png, .heic, .webpIf inbox is empty, report "No images found in inbox" and stop.
Use the Read tool on EVERY image - no exceptions. For each image, you MUST identify:
Never stop at the first image. Critical grouping information appears across multiple photos.
Grouping signals to look for:
Create groups where each group represents ONE listing - no exceptions:
Strong grouping signals (trust these):
Weak grouping signals (always verify with image content):
When unsure, prefer smaller groups. We can always merge listings later - splitting them is harder.
Create descriptive folder names for each group. Our naming format - follow exactly:
Format: [Brand] [Product Type] [Distinguishing Feature]
Rules - no exceptions:
Examples:
DeWalt Cordless Drill 20VBlack Metal Outdoor BenchVintage Radio Shack Electronics KitsNike Running Shoes Size 10For each group:
listings/inbox/ to the new folderAlways use mv to move files - never cp. Images MUST be removed from inbox after processing.
After processing, ALWAYS report what we did:
Processed X images into Y listing folders:
1. [Folder Name] (N images)
- IMG_xxxx.jpeg
- IMG_xxxx.jpeg
2. [Folder Name] (N images)
- IMG_xxxx.jpeg
Never skip the final report - the user needs to know what happened.
| Mistake | Result | Fix |
|---|---|---|
| Grouping by filename only | Unrelated items in same folder, ruined listings | Always analyze image content first |
| Analyzing only the first image | Miss grouping signals, wrong product identification | Always analyze ALL images before grouping |
| One image per folder | Multiple listings for same item, wasted effort | Always group same products together |
| Generic folder names | Hard to find listings later, poor listing titles | Always include brand and distinguishing features |
| Not checking existing folders | Duplicates in listings/, confusion | Always check if similar folder exists first |
| Copying instead of moving | Images remain in inbox, processed again | Always use mv, never cp |
| Skipping the final report | User doesn't know what happened | Always report "X images into Y folders" |
Existing folder with same name: Append a number (e.g., DeWalt Drill 2) or add a distinguishing feature. Never overwrite.
Unidentifiable items: Use descriptive names based on what's visible: Blue Ceramic Vase, Vintage Metal Tool. Never use generic names like "Item" or "Unknown".