firecrawl-pack

Isolate difficult Firecrawl v2 failures by separating caller, authentication, request, queue, rendering, origin, and result-processing evidence. Use when routine fixes fail or results are empty, partial, slow, or inconsistent. Trigger with "debug Firecrawl deeply", "empty Firecrawl result", or "stuck Firecrawl job".

Select a Firecrawl v2 architecture for interactive scrape, governed batch, scheduled crawl, search enrichment, or self-hosted processing. Use when designing or reviewing a Firecrawl system. Trigger with "Firecrawl architecture", "design a crawl pipeline", or "cloud versus self-hosted Firecrawl".

Build deterministic CI gates for a Firecrawl v2 integration using synthetic fixtures, pinned schemas, secret scanning, and an optional protected smoke test. Use when adding regression coverage or release controls. Trigger with "Firecrawl CI", "Firecrawl contract tests", or "test our Firecrawl integration".

Analyze and resolve current Firecrawl v2 validation, authentication, credit, policy, rate, concurrency, timeout, and server errors. Use when an API or SDK call fails. Trigger with "Firecrawl error", "Firecrawl 429", "Firecrawl 402", or "Firecrawl forbidden".

Implement current Firecrawl v2 scrape and crawl flows with bounded discovery, pagination, content validation, and durable receipts. Use when collecting one page or a governed site corpus. Trigger with "Firecrawl scrape", "crawl this site", or "build a Firecrawl corpus".

Combine Firecrawl v2 map, search, batch scrape, parse, and structured JSON extraction into a governed acquisition workflow. Use when the URL set is unknown or typed data is required. Trigger with "Firecrawl map", "Firecrawl batch", "structured Firecrawl extraction", or "parse a file".

Measure and reduce Firecrawl credit consumption using explicit limits, endpoint selection, cache policy, format discipline, and spend controls. Use when forecasting or correcting Firecrawl spend. Trigger with "Firecrawl costs", "reduce Firecrawl credits", or "Firecrawl budget".

Validate, minimize, classify, deduplicate, retain, and dispose of Firecrawl documents and extracted JSON safely. Use when building downstream storage, RAG, or analytics pipelines. Trigger with "store Firecrawl data", "Firecrawl RAG ingestion", or "clean scraped content".

Assemble a minimal, redacted Firecrawl diagnostic package for internal triage or vendor support. Use when a failure needs escalation without exposing keys or captured content. Trigger with "Firecrawl debug bundle", "Firecrawl support evidence", or "collect Firecrawl diagnostics".

Deploy a Firecrawl v2 client integration or a reviewed self-hosted stack with secrets, canaries, health evidence, and rollback controls. Use when releasing Firecrawl-backed services. Trigger with "deploy Firecrawl", "Firecrawl production rollout", or "self-host Firecrawl".

Design and audit Firecrawl team roles, API-key ownership, endpoint and format restrictions, IP restrictions, SSO, and separation of duties. Use when governing enterprise access. Trigger with "Firecrawl RBAC", "restrict a Firecrawl key", or "Firecrawl enterprise controls".

Create the smallest current Firecrawl v2 scrape and verify its provenance, origin status, and output without leaking credentials. Use when testing a new installation. Trigger with "Firecrawl hello world", "first Firecrawl scrape", or "verify Firecrawl setup".

Analyze and mitigate Firecrawl integration incidents involving outage, credits, throttling, policy denial, job failure, webhook loss, or unsafe content. Use when responding to active production impact. Trigger with "Firecrawl incident", "Firecrawl outage", or "Firecrawl crawl failure".

Install the current Firecrawl Node or Python SDK, configure Cloud authentication, and verify package provenance and secret injection. Use when bootstrapping or repairing client setup. Trigger with "install Firecrawl", "configure FIRECRAWL_API_KEY", or "Firecrawl authentication".

Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling. Use when reviewing code or onboarding maintainers. Trigger with "Firecrawl pitfalls", "review Firecrawl code", or "Firecrawl anti-patterns".

Measure Firecrawl throughput under plan, team rate, browser concurrency, queue, timeout, target-policy, and credit constraints. Use when planning or validating scale. Trigger with "load test Firecrawl", "Firecrawl concurrency", or "scale Firecrawl".

Build a deterministic Firecrawl development loop with SDK fakes, recorded synthetic contracts, and an optional trusted-network self-hosted stack. Use when developing without production data or routine Cloud spend. Trigger with "Firecrawl local dev", "mock Firecrawl", or "self-host Firecrawl locally".

Migrate a custom Puppeteer, Playwright, Cheerio, or third-party scraping workload to Firecrawl v2 with parity, policy, cost, and rollback evidence. Use when replacing an existing acquisition system. Trigger with "migrate to Firecrawl", "replace Playwright scraping", or "Firecrawl adoption".

Separate Firecrawl development, staging, and production identities, targets, budgets, policies, telemetry, and data stores. Use when creating or auditing multiple environments. Trigger with "Firecrawl environments", "Firecrawl staging", or "separate Firecrawl keys".

Instrument Firecrawl v2 requests, async jobs, queue pressure, credits, origin status, webhooks, output quality, and downstream delivery without logging content. Use when building monitoring or SLOs. Trigger with "monitor Firecrawl", "Firecrawl metrics", or "Firecrawl dashboard".

Improve Firecrawl latency and throughput through measured scope, formats, cache freshness, async selection, pagination, and concurrency controls. Use when a valid integration is too slow. Trigger with "speed up Firecrawl", "Firecrawl latency", or "optimize crawl performance".

Enforce domain authorization, robots and terms review, endpoint and format allowlists, scope, spend, retention, and unsafe-content controls around Firecrawl. Use when governing automated collection. Trigger with "Firecrawl guardrails", "scraping policy", or "restrict Firecrawl domains".

Run a release gate for a Firecrawl v2 integration covering contracts, scope, identity, spend, retention, reliability, observability, and rollback. Use when preparing a production launch or major change. Trigger with "Firecrawl production checklist", "launch Firecrawl", or "Firecrawl go-live review".

Implement bounded Firecrawl throttling and retry behavior using current team RPM, browser concurrency, queue status, timeouts, and Retry-After. Use when handling 429s or producer backpressure. Trigger with "Firecrawl rate limits", "Firecrawl throttling", or "Firecrawl queue".

Design a production Firecrawl v2 ingestion system with policy gateway, bounded acquisition, validation, provenance, storage, indexing, observability, and deletion. Use when building a reusable platform. Trigger with "Firecrawl reference architecture", "Firecrawl ingestion system", or "Firecrawl RAG pipeline".

Implement bounded retries, durable async state, pagination, idempotency, reconciliation, circuit breaking, cancellation, and degraded modes for Firecrawl v2. Use when hardening a production integration. Trigger with "Firecrawl reliability", "Firecrawl retries", or "resilient Firecrawl".

Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control. Use when implementing reusable client code. Trigger with "Firecrawl SDK patterns", "wrap Firecrawl", or "typed Firecrawl client".

Secure Firecrawl identities, targets, request options, webhooks, untrusted content, retention, logs, and self-hosted exposure. Use when threat-modeling or hardening an integration. Trigger with "secure Firecrawl", "Firecrawl security review", or "Firecrawl secrets".

Upgrade a Firecrawl client from legacy v0/v1 routes and methods to the current v2 SDK and API with contract, parity, and rollback evidence. Use when modernizing an existing Firecrawl integration. Trigger with "upgrade Firecrawl", "migrate Firecrawl v1 to v2", or "replace scrapeUrl".

Receive, verify, deduplicate, process, and reconcile current Firecrawl crawl, batch, extract, agent, and monitor webhooks. Use when building asynchronous event delivery. Trigger with "Firecrawl webhook", "X-Firecrawl-Signature", or "Firecrawl events".