A Firecrawl workflow for reading a selected webpage or executing a separately inspected data-provider contract.
Editorial review checked 2026-10-29 against this instruction snapshot. Supporting scripts and runtime behavior remain outside this editorial review.
The source distinguishes ordinary page scraping from structured extraction and batch jobs. It also describes discovering a provider capability, inspecting its inputs and only then executing the selected contract. Output format and saved artifacts are important because different command paths return different shapes.
Collecting evidence from a known source page or retrieving structured data from a capability whose contract has already been reviewed.
A successful extraction can omit content or misinterpret a page. Provider workflows may do more than simple reading, so their inputs and effects need separate scrutiny. Hosted retrieval can involve authentication, quotas, charges and transmission of the selected URLs.
Unknown; inspect source requirements and supporting scripts.
Inspect the pinned source snapshot and its supporting files first. The command selects this skill through the open-source skills CLI. Node.js and agent-specific setup may be required. Installation can download code. Catalog ingestion never executes skill instructions or install scripts.
npx skills add https://github.com/firecrawl/skills/tree/2bf714d9f45e85085036a533ceb943c8577aef2b/skills/core/firecrawl-scrape --skill firecrawl-scrapeReview pinned skill folder ↗ · CLI documentation ↗
After source review, use npx skills check and npx skills update to inspect and apply upstream updates. Re-check changed instructions before running them.
Static review only. This is not a security audit or a guarantee of safety.
SKILL.md text only; scripts, dependencies and runtime behavior not audited.
Allowed tools declaration: Unknown. Runtime permissions and network behavior: Unknown.
85/100 · Metadata coverage 100% · Model 1.0
Scores summarize observable discovery signals. Popularity and repository activity apply to the whole repository. Unknown runtime safety earns no certification.
Choose the narrowest suitable mode, inspect any provider contract and save the result with its source. Use batch processing only when its job lifecycle or output formats are actually needed.
Check per-URL results and errors, compare critical fields with the underlying page and validate any requested schema. Preserve provenance and clearly report missing or partial content rather than equating command completion with complete source coverage.
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