Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add zytelabs/claude-webscraping-skills --skill scrapygit clone --depth 1 https://github.com/zytelabs/claude-webscraping-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zytelabs/claude-webscraping-skills/scrapy)<a href="https://agentmods.dev/skills/zytelabs/claude-webscraping-skills/scrapy"><img src="https://agentmods.dev/badge/skills/zytelabs/claude-webscraping-skills/scrapy/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zytelabs/claude-webscraping-skills/scrapy"><img src="https://agentmods.dev/badge/skills/zytelabs/claude-webscraping-skills/scrapy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00133 | $0.01654 |
| Opus 5.5 | $0.00053 | $0.00662 |
| Sonnet 5.5 | $0.00027 | $0.00331 |
| Haiku 4.5 | $0.00013 | $0.00165 |
Grade A, and why
scrapy-quick-spider scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scrapy Quick Spider
Builds a single-file, runnable Scrapy spider for ecommerce category
crawling using Zyte API's AI extraction. No project setup. Just a .py file
the user can run immediately.
When to use this skill
User provides a category/listing URL and wants all products from it scraped. Output is a self-contained Python script saved to their workspace.
What you need from the user
- Entry URL — the category or product listing page (e.g.
https://shop.com/category/widgets) - Output format (optional) — default to
jsonl
That's it. No detail page URL needed — the spider discovers product URLs from the listing page automatically.
How it works
The spider uses two Zyte API AI extraction types, chained together:
productNavigationon the category page → returns product URLs + paginationproducton each product URL → returns structured product data
No selectors. No schema definition. No user confirmation step. Just generate and save.
Read references/zyte-extraction-fields.md to understand the exact fields
returned by each extraction type before writing the spider.
Spider architecture
Use AsyncCrawlerProcess to run from a script (no project needed):
from scrapy import Spider, Request
from scrapy.crawler import AsyncCrawlerProcess
Spider flow
start()
└─► parse_navigation() # productNavigation extraction
├─► parse_navigation() # follow nextPage if present
└─► parse_product() # product extraction for each item URL
AsyncCrawlerProcess
Use AsyncCrawlerProcess instead of CrawlerProcess — it manages the asyncio event loop
internally. Do not wrap in asyncio.run() or use await process.crawl(). Call
process.crawl(Spider) (sync) then process.start() to run. Wrapping in asyncio.run()
causes RuntimeError: Event loop stopped before Future completed on exit.
All spider methods must be async.
Zyte API integration
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 216 lines · 133 tokens per session scan A 4c6a70b623c2
scrapy-quick-spider is a skill published in the GitHub repository zytelabs/claude-webscraping-skills (5 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 133 tokens to every session and 1,654 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
scrapy-quick-spider compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| scrapy-quick-spiderzytelabs/claude-webscraping-skills | Skill | 5 | 6mo ago | Apache-2.0 | A | 133 | Claude Code, Codex |
| amazon-reviews-api-skillbrowser-act/skills | Skill | 6.3k | 3d ago | MIT | A | 124 | Claude Code, Codex |
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