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".

Diagnose Fireflies transport, GraphQL, permission, plan, processing, and operation-limit failures without unsafe retries or data probing. Use when an integration fails or returns partial data. Trigger with "Fireflies error", "too_many_requests", or "object_not_found Fireflies".

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".

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".

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".

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".

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".

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".

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".

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".

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".

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".

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".

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".

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".

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".