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Web Scraper - Firecrawl
by
antonia huang
· GitHub ↗
· v1.0.0
· MIT-0
153
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install web-scraper-firecrawl
Description
Web scraping and content extraction using Firecrawl API. Use when users need to crawl websites, extract structured data, convert web pages to markdown, scrap...
Usage Guidance
This skill appears to be a Firecrawl API client, which requires you to provide a FIRECRAWL_API_KEY. Before installing: (1) Confirm the registry metadata is updated to list FIRECRAWL_API_KEY as a required/primary credential so you know what secret the skill needs. (2) Inspect and fix the included scripts — SKILL.md recommends installing 'requests' but the script uses urllib, and the script appears truncated/contains a stray character; ask the publisher for a corrected release. (3) Only provide an API key you trust the endpoint (https://firecrawl.dev) with; consider creating a limited-scope or replaceable key. (4) Because the skill contacts an external API, avoid supplying highly privileged credentials or long-lived tokens unless you trust the provider. If the author corrects the metadata and the script (removing the truncation and aligning docs with code), reassess — that would likely move this to 'benign'.
Capability Assessment
Purpose & Capability
The skill's name, description, SKILL.md and the included script all describe a Firecrawl API client (scrape, crawl, map, batch, extract) which is coherent with the declared purpose. However the registry metadata lists no required environment variables or primary credential even though both SKILL.md and the script require a FIRECRAWL_API_KEY to operate.
Instruction Scope
SKILL.md instructs users to set FIRECRAWL_API_KEY and to install the Python 'requests' dependency, but the included script reads FIRECRAWL_API_KEY from the environment and uses urllib (not requests). The instructions expect an external API key and allow reading schema and URL list files — which is expected — but the mismatch between docs and code and the presence of an apparent truncation/typo near the end of the script (an isolated 's' and truncated file content) are concerning and reduce confidence in correctness.
Install Mechanism
No install spec is provided (instruction-only installation) and the code file is included in the skill bundle. No remote downloads or archive extraction are used, which minimizes install-time risk.
Credentials
Only FIRECRAWL_API_KEY is used by the script (reasonable for a third-party scraping API), but the skill metadata did not declare any required env vars or a primary credential. The omission is a mismatch that could confuse users and cause them to unknowingly supply a secret without expecting to. No other unrelated credentials are requested.
Persistence & Privilege
The skill is not marked always:true and does not request elevated or persistent system-wide privileges. It does write output files when asked and reads user-provided files (schemas, URL lists), which is expected behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install web-scraper-firecrawl - After installation, invoke the skill by name or use
/web-scraper-firecrawl - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Web Scraper - Firecrawl?
Web scraping and content extraction using Firecrawl API. Use when users need to crawl websites, extract structured data, convert web pages to markdown, scrap... It is an AI Agent Skill for Claude Code / OpenClaw, with 153 downloads so far.
How do I install Web Scraper - Firecrawl?
Run "/install web-scraper-firecrawl" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Web Scraper - Firecrawl free?
Yes, Web Scraper - Firecrawl is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Web Scraper - Firecrawl support?
Web Scraper - Firecrawl is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Web Scraper - Firecrawl?
It is built and maintained by antonia huang (@antonia-sz); the current version is v1.0.0.
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