Wiseflow affiliate-marketing

Scrape Amazon product details via browser and generate platform-optimized promotional content (Twitter/X, Instagram, WeChat) using LLM. No third-party API needed — browser-based extraction only.

install
source · Clone the upstream repo
git clone https://github.com/TeamWiseFlow/wiseflow
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/TeamWiseFlow/wiseflow "$T" && mkdir -p ~/.claude/skills && cp -r "$T/addons/officials/crew/business-developer/skills/affiliate-marketing" ~/.claude/skills/teamwiseflow-wiseflow-affiliate-marketing && rm -rf "$T"
manifest: addons/officials/crew/business-developer/skills/affiliate-marketing/SKILL.md
source content

Affiliate Marketing 技能

Use this skill when:

  • User provides an Amazon product affiliate link
  • You need to generate promotional content for multiple social media platforms
  • You need to cross-post a product pitch to Twitter/X, Instagram, or WeChat

Prerequisites: Browser session must be able to access amazon.com (international) or amazon.cn (China).


Step 1 — Extract Product Information from Amazon

1. Navigate to https://www.amazon.com (warmup — wait for homepage to load)
2. Navigate to the affiliate product URL provided by the user
3. Wait 2–3 seconds for full page render
4. Extract the following elements:

   Title:
     - Find element with id="productTitle"
     - text().strip()

   Price:
     - Try id="priceblock_ourprice" first
     - Fallback: find element with class containing "a-price-whole"
     - Fallback: find element with class "a-offscreen" (screen-reader price)

   Rating:
     - Find id="acrPopover", read the title attribute (e.g., "4.5 out of 5 stars")
     - OR find element with class "a-icon-alt"

   Review Count:
     - Find id="acrCustomerReviewText" → text (e.g., "1,234 ratings")

   Feature Bullets:
     - Find id="feature-bullets"
     - Extract all <li> text items (skip "Make sure this fits" disclaimer)
     - Keep top 3–5 most relevant features

   Main Image URL:
     - Find id="landingImage" or id="imgBlkFront"
     - Read the "src" or "data-old-hires" attribute

5. If any element is missing, skip it and continue with available data
6. If CAPTCHA or "To discuss automated access" appears → stop and report to user

Step 2 — Build the Affiliate Link

Verify the URL already contains the affiliate tag (

?tag=
or
&tag=
). If it doesn't:

  1. Ask the user for their Amazon Associate Tag
  2. Append
    ?tag={associate_tag}
    to the product URL (clean URL:
    https://www.amazon.com/dp/{ASIN}?tag={tag}
    )

Step 3 — Generate Promotional Content

Use LLM to generate platform-specific content. Call the LLM with the product data collected:

Twitter/X version (≤280 characters)

Prompt: "Write a promotional tweet for this Amazon product. Include 3 relevant hashtags.
Under 280 characters including the link placeholder [LINK].
Product: {title}
Price: {price}
Key features: {top_3_features}
Tone: enthusiastic but honest
Return ONLY the tweet text."

After generation, replace

[LINK]
with the actual affiliate URL.

Instagram caption

Prompt: "Write an Instagram caption for this Amazon product.
Structure: 1 hook sentence + 3-4 feature highlights as emoji bullet points + CTA + hashtags (10-15 tags at the end).
Product: {title}, Price: {price}, Rating: {rating}
Features: {features}
Return ONLY the caption."

Step 4 — Review & Distribute

  1. Present all generated content to user for review (L2)
  2. User selects which platforms to publish to
  3. Execute publishing (L3):
    • Twitter: call
      twitter-post
      skill
    • Instagram: call
      instagram-post
      skill with the product main image URL

Common Amazon DOM Caveats

IssueWhat to do
Price shows "$0.00" or missingLook for "See price in cart" — report to user, use "See price in cart" as placeholder
Feature bullets not foundUse product description instead (id="productDescription")
Page redirects to loginAmazon session issue — try without warmup or report to user
Different page layout (A+ content)Extract from title + description only
CAPTCHAStop immediately, report to user

Notes

  • Always include the affiliate tag in the final link — this is how commissions are tracked
  • Do not fabricate product features or fake reviews
  • If product is out of stock, mention it honestly or skip the campaign
  • use
    browser-guide
    skill to perform browser actions