What is shopee-product?

A research workflow for collecting product information and customer reviews from Shopee, an online shopping marketplace. It also stores the collected data in a local SQLite database, a small file-based database.

Use it to compare Shopee products, find useful review examples, download review media, and prepare product data for AI video work.

It brings product details, variants, seller information, reviews, and media into a structured form for analysis.

shopee-product — Skill for Claude Code and Codex by tody-agent

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/tody-agent/affiliate-product

agentmods

npx agentmods add skills/tody-agent/affiliate-product/shopee-product

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/tody-agent/affiliate-product/shopee-product/github.svg)](https://agentmods.dev/skills/tody-agent/affiliate-product/shopee-product)

Your own site

<a href="https://agentmods.dev/skills/tody-agent/affiliate-product/shopee-product"><img src="https://agentmods.dev/badge/skills/tody-agent/affiliate-product/shopee-product/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/tody-agent/affiliate-product/shopee-product"><img src="https://agentmods.dev/badge/skills/tody-agent/affiliate-product/shopee-product.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,711 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.

Model	Per session	Once invoked
Fable 5.1	$0.00046	$0.01711
Opus 5.5	$0.00018	$0.00684
Sonnet 5.5	$0.00009	$0.00342
Haiku 4.5	$0.00005	$0.00171

Measured 2mo ago against content hash 6666ad36ef5a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

shopee-product 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 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/ecom_extractor.py, scripts/sqlite_manager.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/shopee-product/SKILL.md · 158 lines

How it starts

The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.

🛍️ Shopee Product Intelligence Skill (`shopee-product`)

Thuộc Plugin: shopee-research

Overview

shopee-product là skill chuyên biệt thuộc bộ plugin shopee-research, phụ trách toàn bộ chu trình thu thập, phân tích và chuẩn hóa dữ liệu sản phẩm từ Shopee (Shopee Mall, Shopee Thường):

Trích xuất thông số & biến thể: Bóc tách tự động tên, giá gốc, giá sale, % giảm giá, toàn bộ SKU phân loại (màu sắc, tính năng, loại pin, loại kết nối), thông số kỹ thuật và thông tin gian hàng (follower, tổng review, tỷ lệ phản hồi).
Chọn lọc 10+ Reviews hạt giống (Cò mồi Social Proof): Lọc sạch review rác, gắn nhãn nỗi đau (Pain Point), sự nghi ngại (Objection), trích xuất thông tin media (video/ảnh review) và chấm điểm hữu ích AI (ai_usefulness_score).
Đánh giá Tiềm Năng Sản Phẩm Win (AI Winning Product Potential): Công thức 5 tiêu chí chấm điểm từ 1 đến 10 để quyết định xem sản phẩm có tiềm năng bùng nổ doanh số khi chạy ads / affiliate hay không.
Lưu trữ Cấu Trúc SQLite Local: Ghi dữ liệu vào database SQLite chuẩn (products.db) với indexing phục vụ truy vấn SQL tức thì cho các AI Agent hoặc công cụ render video (affvideo, gflow Veo 3.1).

🎯 Khi Nào Sử Dụng (Triggers)

Kích hoạt skill này khi người dùng:

Gửi URL sản phẩm Shopee (ví dụ: https://shopee.vn/...-i.1020310358.44426785177)
Yêu cầu: "Đọc sản phẩm Shopee này", "Lấy dữ liệu giá và biến thể", "Lọc review làm cò mồi", "Đánh giá sản phẩm win", "Lưu vào SQLite"
Cần nguyên liệu đầu vào có review thực tế để sinh kịch bản video AI TikTok / Shorts / Reels.

🏗️ Quy Trình Thực Thi 4 Bước

flowchart TD
    A[URL Shopee / Chrome Tab] --> B[1. Anti-Bot Safe Extraction\nAppleScript UI Stream]
    B --> C[2. Data Normalization\nSpecs + 5 SKU Variants + Shop Info]
    C --> D[3. Review Curation\nFilter spam -> 10+ High-value Reviews]
    D --> E[4. AI Analysis & SQLite Persistence\nWinning Score + products.db + Media Catalog]
    E --> F[AI Video Ready\nPayload for affvideo / gflow Veo 3.1]

Read the full file on GitHub · 158 lines

Files

What ships with it

3 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.

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.

2mo ago First seen · 158 lines · 46 tokens per session scan A 6666ad36ef5a

Subscribe to this mod's changes

shopee-product is a skill published in the GitHub repository tody-agent/affiliate-product (2 stars, last pushed 2mo ago), licensed MIT. It adds 46 tokens to every session and 1,711 once invoked, about $0.0002 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 2026-08-31.

E-commerce Research

shopee-product next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
shopee-producttody-agent/affiliate-product	Skill	2	2mo ago	MIT	A	46	Claude Code, Codex
amazon-reviews-api-skillbrowser-act/skills	Skill	6.3k	4d ago	MIT	A	124	Claude Code, Codex
amazon-competitor-analyzerbrowser-act/skills	Skill	6.3k	4d ago	MIT	A	48	Claude Code, Codex
asc-subscription-localizationrorkai/app-store-connect-cli-skills	Skill	1.1k	yesterday	MIT	A	60	Claude Code
external-purchasesrshankras/claude-code-apple-skills	Skill	867	yesterday	MIT	A	76	Claude Code
food-orderBitterbot-AI/bitterbot-desktop	Skill	2.5k	today	MIT	A	53	Claude Code, Codex
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