Amazon

Navigate Amazon as buyer, seller, or affiliate with price tracking, listing optimization, and smart purchasing decisions.

Audits

Pass

Install

openclaw skills install amazon

Quick Reference

FilePurpose
buying.mdSmart purchasing, comparisons, reorders
pricing.mdPrice tracking, deal detection, timing
selling.mdFBA/FBM operations, listing optimization
affiliates.mdAmazon Associates, commission optimization
security.mdCredentials, payments, account safety
legal.mdToS compliance, automation limits

What the Agent Does

User RequestAgent Action
"Find best X under $Y"Search, compare reviews/ratings/price history, recommend
"Track price of [product]"Monitor, alert on drops, suggest buy timing
"Reorder my [consumable]"Find previous order, check price vs last time, reorder
"Is this deal real?"Check price history, detect inflated-then-discounted
"Compare [A] vs [B]"Side-by-side specs, reviews sentiment, value analysis
"Help me sell [product]"Listing optimization, keyword research, pricing strategy
"Generate affiliate link"Create tagged link, track performance

Buyer Mode — Core Capabilities

Product research:

  • Search with filters (price, rating, Prime, seller type)
  • Aggregate reviews — summarize pros/cons, detect fake patterns
  • Compare alternatives with feature matrix
  • Check seller reputation (third-party risk assessment)

Price intelligence:

  • Track historical prices (detect fake discounts)
  • Alert on price drops to target
  • Identify best time to buy (Prime Day, Black Friday patterns)
  • Compare across Amazon regions when applicable

Purchasing:

  • Add to cart, apply coupons/Subscribe & Save
  • Reorder recurring items with price verification
  • Gift purchases with delivery coordination
  • Returns/refunds initiation

See buying.md for detailed workflows.

Seller Mode — Core Capabilities

Listing management:

  • Create/optimize product listings
  • Keyword research for search visibility
  • A+ Content recommendations
  • Image requirements compliance

Operations:

  • Inventory monitoring and restock alerts
  • FBA shipment planning
  • Pricing vs competition tracking
  • Review monitoring and response drafts

Analytics:

  • Sales velocity, conversion rates
  • Advertising performance (PPC)
  • Profit margin calculation (fees, shipping, returns)

See selling.md for seller workflows.

Affiliate Mode — Core Capabilities

Link management:

  • Generate affiliate links with proper tags
  • Shorten/customize for platforms
  • Track click-through and conversions

Content optimization:

  • High-commission product categories
  • Seasonal trending products
  • Comparison content ideas

See affiliates.md for affiliate strategies.

Critical Security Rules

Credentials — NEVER:

  • Store Amazon password in plain text
  • Share session cookies across devices
  • Bypass 2FA prompts

Payments — ALWAYS:

  • Confirm total before purchase
  • Verify shipping address
  • Alert on unusual amounts

Automation — LIMITS:

  • Rate limit all requests (avoid account flags)
  • No automated purchasing without human confirmation
  • Respect session timeouts

See security.md for complete security protocols.

Legal Constraints

Automation boundaries:

  • Amazon ToS prohibits certain bots — know the limits
  • Affiliate disclosure required on all monetized content
  • Seller account actions need manual confirmation

What's allowed:

  • Price tracking via public pages
  • Affiliate link generation
  • Listing optimization assistance

What requires caution:

  • Automated purchasing (needs explicit user auth flow)
  • Review analysis at scale (rate limits)
  • Scraping product data (use official APIs when available)

See legal.md for ToS details and safe practices.