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".

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".

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".

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".

Govern Fireflies team roles, channels, privacy, sharing, and privileged mutations with current permission and rate-limit checks. Use when performing enterprise administration or access review. Trigger with "Fireflies RBAC", "Fireflies admin", or "change meeting access".

Audit and govern Fireflies transcripts, summaries, participant data, media links, AskFred output, exports, retention, redaction, and deletion propagation. Use when performing privacy, compliance, or downstream data design. Trigger with "Fireflies data handling", "export Fireflies transcript", or "delete Fireflies data".

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".

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".

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".

Control Fireflies request quotas, AskFred AI credits, recording volume, storage, and seat utilization without deleting transcripts or changing plans automatically. Use when performing spend review or budget enforcement. Trigger with "Fireflies cost", "AskFred credits", or "right-size Fireflies".

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".

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".

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".

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".

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".

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".

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".