How to Summarise Webflow with Claude Code

import os

import anthropic
import requests

BASE_URL = "https://api.enconvert.com/v2"
headers = {"X-API-Key": os.environ["ENCONVERT_API_KEY"], "Content-Type": "application/json"}

documentation_urls = [url.strip() for url in os.environ["WEBFLOW_DOC_URLS"].split(",")]  # public Webflow documentation or support page URLs

response = requests.post(
    f"{BASE_URL}/distill",
    headers=headers,
    json={
        "urls": documentation_urls,
        "schema": {
            "title": "The documentation page title",
            "body": "The main documentation content, excluding navigation and related links",
            "product_area": "The Webflow product or feature area covered",
            "topic": "The main technical topic addressed by the page",
            "last_updated": "The last updated date shown on the page, if available",
        },
    },
    timeout=120,
)

if response.status_code == 402:
    raise RuntimeError("Distill requires a paid plan")
response.raise_for_status()

articles = []
for result in response.json()["results"]:
    if result["status"] != "completed":
        print(f"Skipped {result['url']}: {result['status']}")
        continue
    rq = result.get("render_quality", 1.0)
    if rq < 0.5:
        print(f"Low render quality for {result['url']}: {rq}")
        continue
    data = result.get("data") or {}
    articles.append(
        f"Source: {result['url']}\n"
        f"Title: {data.get('title')}\n"
        f"Product area: {data.get('product_area')}\n"
        f"Topic: {data.get('topic')}\n"
        f"Last updated: {data.get('last_updated')}\n\n"
        f"{data.get('body')}"
    )

if not articles:
    raise RuntimeError("No Webflow pages passed the extraction checks")

client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])
message = client.messages.create(
    model="claude-sonnet-5-5",
    max_tokens=4096,
    system=(
        "You answer questions about Webflow. Use only the articles provided, "
        "and cite the source URL for every statement you make."
    ),
    messages=[{"role": "user", "content": (
        "Articles:\n\n" + "\n\n---\n\n".join(articles) +
        "\n\nQuestion: Summarise what each page covers, which Webflow product area it belongs to, and when it was last updated."
    )}],
)

for block in message.content:
    if block.type == "text":
        print(block.text)