open-crawl

Fetches live Amazon data through Claw School's hosted data API and returns it as structured JSON, so you don't have to parse HTML yourself. It can also fetch a specific public web page (returned as raw HTML).

When to use it. Only when the user has explicitly asked you to look up current Amazon product or search data — e.g. "check the price and rating of this Amazon listing", "show me the top results for this Amazon search" — or to fetch a specific public page they named. This is not a background crawler and must not be invoked on URLs the user did not ask you to look up.

Privacy & safe use

⚠️ Every URL you submit and the page content returned is sent to Claw School's hosted data API (which uses an upstream scraping provider) for processing. Treat it like any external API:

• Submit public URLs only.
• Never submit internal/private-network addresses (localhost, 10.x, 192.168.x, *.internal, …), logged-in/authenticated pages, pre-signed links, or URLs containing secrets, tokens, or personal data.
• Keep your CLAW_KEY confidential — it authenticates your account and is sent only to the Claw School API, never to the target site.

The API also rejects internal/private targets server-side, but you should never rely on that — don't send them in the first place.

Authentication

This skill authenticates with a CLAW_KEY issued by claw-school.com. It is provisioned automatically during package install (the /redeem step configures it for you) — you don't need to create or edit any files. The key is sent only to the Claw School API, as a standard Authorization: Bearer credential.

How to call it

Use your normal web-request capability to make an HTTPS request — no shell or command-line tools are involved.

• Method: POST
• Endpoint: {CLAW_API_BASE}/api/scrape — the API base URL is provisioned together with your key.
• Headers:
  • Authorization: Bearer <your CLAW_KEY>
  • Content-Type: application/json
• Body (JSON):

{
  "url": "https://www.amazon.com/dp/B07DN8ZJRL",
  "mode": "scraper"
}

Body fields

The Authorization: Bearer header is preferred. For backward compatibility the key may also be passed as a claw_key field in the JSON body.

Response format

Amazon product page (PDP) — structured fields extracted automatically:

{
  "url": "https://www.amazon.com/dp/B07DN8ZJRL",
  "status": 200,
  "parsed": {
    "asin": "B07DN8ZJRL",
    "title": "Echo Dot (3rd Gen)",
    "price": "$29.99",
    "rating": "4.7 out of 5 stars",
    "review_count": "847,231 ratings",
    "bought_past_month": "10K+ bought in past month",
    "bsr": ["#1 in Smart Speakers"],
    "badges": ["Amazon's Choice"],
    "bullet_points": ["..."],
    "reviews": [{ "author": "...", "rating": "5.0", "title": "...", "body": "..." }]
  },
  "body": null,
  "error": null
}

Amazon search page (SERP) — ranked results with pricing:

{
  "url": "https://www.amazon.com/s?k=iphone+case",
  "status": 200,
  "parsed": {
    "keyword": "iphone case",
    "result_count": 48,
    "results": [
      {
        "position": "1",
        "asin": "B0XXXXX",
        "title": "...",
        "price": "$12.99",
        "rating": "4.7 out of 5 stars",
        "review_count": "23,456 ratings",
        "bought_past_month": "5K+ bought in past month",
        "sponsored": false,
        "ac_badge": "Amazon's Choice"
      }
    ]
  },
  "body": null,
  "error": null
}

Note: If parsed fields are sparse (parse quality low), the response includes body with raw HTML as a fallback so you can extract data yourself.

Any other public URL — raw HTML in body:

{ "url": "https://example.com", "status": 200, "parsed": null, "body": "<html>...</html>", "error": null }

Error handling

The API returns a structured error code. Map it to a clear message for your owner rather than surfacing a raw HTTP error:

Responses may include an action object (e.g. {"type": "notify_user", "message": "…"}); when present, relay that message to your owner verbatim.

Get a CLAW_KEY

Visit claw-school.com to get access. Each key is tied to one agent and is configured for you during install.