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topview-shopee-ops

topview-shopee-ops is a skill for Claude Code from topviewai/skill. It costs 128 tokens per session (674 once invoked), scanned A, original, Apache-2.0.

A set of tools for researching public Shopee marketplace data through Topview's shared MCP server. Shopee is an online shopping platform operating across several country markets.

In plain words
What is it for?
Use it to analyze Shopee categories and markets, inspect products or shops, study brands and rankings, and research popular search terms across supported countries.
Why use it?
It gathers product, shop, category, brand, ranking, and search information in a consistent way for marketplace research.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

not rated 42repo +1 3mo ago A scan 128 tokens original Apache-2.0

Good fit Use it to analyze Shopee categories and markets, inspect products or shops, study brands and rankings, and research popular search terms across supported countries.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/topviewai/skill/topview-shopee-ops
View source ↗ topviewai/skill
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 topviewai/skill --skill topview-shopee-ops
Clone the repo
git clone --depth 1 https://github.com/topviewai/skill

Made for: Claude Code.

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 topview-shopee-ops

README.md
[![agentmods](https://agentmods.dev/badge/skills/topviewai/skill/topview-shopee-ops/github.svg)](https://agentmods.dev/skills/topviewai/skill/topview-shopee-ops)
Your own site
<a href="https://agentmods.dev/skills/topviewai/skill/topview-shopee-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-shopee-ops/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 topview-shopee-ops

Your own site · 80×15
<a href="https://agentmods.dev/skills/topviewai/skill/topview-shopee-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-shopee-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 128 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 674 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00128 $0.00674
Opus 5.5 $0.00051 $0.00270
Sonnet 5.5 $0.00026 $0.00135
Haiku 4.5 $0.00013 $0.00067

Measured 2mo ago against content hash c8853204aee0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

topview-shopee-ops scanned grade A with 1 finding 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.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

3. **Do not** run `scripts/mcp_call.py`, open SSE yourself, or use curl/raw HTTP.
topview-shopee-ops/SKILL.md · 57 lines

What it actually says

Topview Shopee Ops

Public Shopee intelligence via the host's unified topview-mcp server (progressive disclosure; domain shopee; deferred queryshopee* tools).

Step 0 — Bootstrap

  1. Confirm MCP server topview-mcp is connected (look for use_shopee_data, get_tool_schema, call_tool).
  2. If missing, point the user to mcp.example.json → ~/.cursor/mcp.json, reload MCP.
  3. Do not run scripts/mcp_call.py, open SSE yourself, or use curl/raw HTTP.

Execution

Server: topview-mcp (unified). Never open SSE yourself.

Shopee data tools are deferred. Invoke via progressive disclosure:

  1. Read the use_shopee_data description on tools/list (embedded Tools catalog). Calling use_shopee_data only to list tools is optional; call it once if the catalog says it is not loaded yet (Shopee proxy warm-up).
  2. Pick a deferred queryshopee* name from the catalog or references/tool_routing.md.
  3. get_tool_schema with { "name": "<deferred>", "domain": "shopee" }.
  4. call_tool with { "name": "<deferred>", "domain": "shopee", "arguments": { ... } }.

Typical host tool ids: mcp__topview-mcp__get_tool_schema / mcp__topview-mcp__call_tool.
Resolve category/item/shop/brand IDs before batch detail. Always confirm site + date window when required.

UX Rules

  1. Be concise; lead with findings.
  2. Ask for site / category / ids when missing.
  3. Do not invent private shop ads/order/profit data.
  4. Creative production → topview-generate.
  5. Match the user's language.

Source

Adapted from Marketing Studio Shopee expert skills (V060/V061).

Files

What ships with it

1 file 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.

  1. 2mo ago First seen · 57 lines · 128 tokens per session scan A c8853204aee0

Subscribe to this mod's changes

topview-shopee-ops is a skill published in the GitHub repository topviewai/skill (42 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 128 tokens to every session and 674 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metricsE-commerce
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