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".

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".

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".

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".

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".

Triage Fireflies auth, privacy, webhook, quota, data exposure, processing, and privileged-mutation incidents with containment and evidence boundaries. Use when responding during a live failure or suspected leak. Trigger with "Fireflies incident", "Fireflies outage", or "Fireflies data leak".

Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data. Use when implementing or debugging locally. Trigger with "Fireflies local development", "mock Fireflies GraphQL", or "Fireflies test fixture".

Migrate authorized recordings into Fireflies through current uploadAudio or addToLiveMeeting contracts with provenance, consent, limits, callbacks, and rollback planning. Use when performing import or live-meeting onboarding. Trigger with "upload audio to Fireflies", "import recordings", or "add Fireflies to live meeting".

Separate Fireflies development, staging, and production identities, webhook endpoints, secrets, quotas, fixtures, and observability. Use when preventing cross-environment leakage. Trigger with "Fireflies environments", "staging Fireflies", or "separate Fireflies keys".

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".

Instrument Fireflies GraphQL and webhook workflows with operation, latency, quota, queue, signature, and processing metrics that exclude meeting content and identities. Use when building dashboards or alerts. Trigger with "monitor Fireflies", "Fireflies metrics", or "Fireflies webhook alerts".

Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs. Use when performing system design or review. Trigger with "Fireflies architecture", "design Fireflies pipeline", or "Fireflies integration blueprint".

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".

Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls. Use when performing scoped discovery or meeting Q&A. Trigger with "search Fireflies meetings", "AskFred analysis", or "query meetings for a topic".

Analyze and retrieve an authorized Fireflies transcript with minimal fields, explicit ownership checks, pagination awareness, and safe handling of sentences and summaries. Use when integrating meeting records. Trigger with "fetch Fireflies transcript", "read meeting summary", or "Fireflies transcript fields".

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".

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".