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Sorftime Data CLI Skill Wiki

The raw cross-border e-commerce data foundation: 117 API endpoints across Amazon, Shopee, Walmart, 1688, Temu, and TikTok via one npm CLI. Scriptable, deterministic, automation-ready.

Why Data CLI (vs the MCP Seller Agent)

Two access modes, one data supply chain (9 years of seller data, 40+ marketplaces):

	Seller Agent (MCP)	Data CLI (this project)
Best for	Sellers & AI agents — out-of-the-box intelligence	Developers & enterprises — raw data foundation
Data access	Curated agent tool calls	All 117 endpoints, every field, raw JSON
Automation	Inside an agent session	Any pipeline — cron, CI, shell, Python
Volume	Per-interaction	Thousands per run (batch.sh, resumable)
Customization	Tool-defined parameters	Every parameter, every combination

The MCP agent consumes this data; the CLI is the data.

Quick Start

npm install -g sorftime-cli                          # 1. Install
sorftime add myprofile <api-key>                     # 2. Configure profile (token from Sorftime dashboard (open-intl.sorftime.com))
sorftime api ProductRequest '{"asin":"B0CVM8TXHP"}' --domain 1 --profile myprofile   # 3. Call an endpoint

Pages

• Home — this page
• Trigger Eval — trigger evaluation set (32 queries, bilingual EN/CN)

Skill Layout

sorftime-data-cli/
├── SKILL.md          # Main index + discovery path + endpoint catalog
├── README.md         # Human quick reference + What's New
├── CHANGELOG.md      # Version history
├── trigger-eval.json # Trigger evaluation set (32 queries, bilingual)
├── resources/        # 21 on-demand endpoint reference docs (+ auto-generated _endpoints-index.md)
└── scripts/          # 7 helper scripts (call/one/batch/doctor/decode/gen-index/_lib)

Versions

• v1.2.0 (2026-08-06): Automation workhorses — batch.sh (generic batch runner with resume/retry/dry-run), doctor.sh (environment self-check), gen-index.sh (auto-refreshing endpoint matrix); 3-column Shortcut Map; TOC on all reference files; description within platform limits
• v1.1.0 (2026-08-06): English-first release — bilingual triggers, parameter trap table, documentation fixes, 117 unique endpoints
• v1.0.0 (2026-08-05): Official npm package (npm latest)