Apply FireCrawl advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for FireCrawl...
Diagnose a failing integration without leaking API keys or scraped content. Change one variable at a time and distinguish Firecrawl transport failures from target-site behavior and downstream parsing defects.
Treat the v2 endpoint reference and the installed SDK types as the contract. SDK calls return the data object directly, REST errors normally return success false plus an error string, and completed crawl or batch results may require pagination. Use metadata.statusCode to distinguish a captured origin error page from a Firecrawl request failure.
For authenticated Cloud operations, inject FIRECRAWL_API_KEY from an approved secret manager. REST requests use Authorization: Bearer with the key. Never print, commit, transmit, or place a key in a URL. Keyless access is suitable only where the current documentation explicitly allows it and the workload accepts its limits; production workflows should make identity and team ownership explicit.
Use Read, Glob, and Grep to inspect code, configuration, tests, and evidence. Use Write/Edit only for approved implementation or documentation changes. Do not call Firecrawl, rotate keys, change account settings, scrape a target, or deploy merely because this skill was invoked.
Require approval before testing a private or authenticated target, changing proxy or location policy, increasing a crawl limit, weakening retention controls, rotating a key, or sending evidence to Firecrawl support.
Return a layer-by-layer diagnosis, minimal reproducer, retry classification, redacted evidence, confirmed root cause or remaining hypotheses, proposed fix, canary result, and rollback condition.
Read official Firecrawl evidence before relying on an endpoint, SDK method, plan limit, price, retention option, or self-hosted release.