Free Prompt Packs That Teach AI Agents to Sell on Amazon

What it does

Amazon Skills is a collection of 53 plain-text instruction files—essentially specialized system prompts—that teach AI agents how to perform Amazon seller tasks. Each markdown file encodes domain expertise for things like long-tail keyword mining, FBA fee breakdowns, competitor ASIN analysis, and PPC campaign structuring. Install them into a compatible agent such as OpenClaw, Claude Code, or Cursor, then ask questions in natural language.

The interesting bit

Instead of shipping Python scripts or SaaS dashboards, the project treats seller expertise as portable prompt engineering. It’s a bet that the real bottleneck for Amazon sellers isn’t compute, it’s articulating proven frameworks clearly enough for an LLM to execute them consistently.

Key highlights

• 53 skills across seven categories: product research, competitor analysis, pricing, advertising, listing optimization, analytics, and global expansion.
• Works with any agent supporting the Skills format; no binaries, API keys, or subscriptions required.
• Covers 12 Amazon marketplaces including US, UK, DE, JP, and BR.
• Includes niche utilities like a tariff calculator for landed costs and a Buy Box repricing strategist.
• MIT licensed and maintained by Nexscope, which also offers a broader 142-skill eCommerce suite.

Caveats

• The skills rely on publicly available frameworks and cannot pull live marketplace data, real-time BSR, or private ASIN metrics on their own.

Verdict

Worth bookmarking if you’re an Amazon seller already using AI agents for research or drafting. Skip it if you need live data integration or hands-off automation—this is expertise scaffolding, not a replacement for Seller Central.