Reusable patterns for the Gamma REST API (no SDK exists). Use when building typed wrappers, generation helpers, template factories, or error handling for Gamma. Trigger: "gamma patterns", "gamma client wrapper", "gamma best practices", "gamma API helper", "gamma code structure".

Deploy Gamma-integrated applications to production environments. Use when deploying to Vercel, AWS, GCP, or other cloud platforms with proper secret management and configuration. Trigger with phrases like "gamma deploy", "gamma production", "gamma vercel", "gamma AWS", "gamma cloud deployment".

Manage incident response for Gamma integration issues. Use when experiencing production incidents, outages, or need systematic troubleshooting procedures. Trigger with phrases like "gamma incident", "gamma outage", "gamma down", "gamma emergency", "gamma runbook".

Set up local development workflow for Gamma API integration. Use when building automation scripts, testing API calls locally, or configuring a dev environment with mock responses. Trigger: "gamma local dev", "gamma development setup", "gamma test locally", "gamma mock API", "gamma dev workflow".

Production readiness checklist for Gamma integration. Use when preparing to deploy Gamma integration to production, or auditing existing production setup. Trigger with phrases like "gamma production", "gamma prod ready", "gamma go live", "gamma deployment checklist", "gamma launch".

Generate from templates, retrieve exports, and manage sharing via Gamma API. Use when creating content from template gammas, downloading PDF/PPTX/PNG exports, or configuring sharing and folder organization. Trigger: "gamma template", "gamma export", "gamma download PDF", "gamma PPTX", "gamma sharing", "gamma from template".

Generate presentations, documents, and webpages via Gamma API. Use when creating content from text prompts, configuring themes, image styles, text modes, and output formats. Trigger: "gamma generate", "gamma presentation from text", "gamma AI slides", "gamma create deck", "gamma content generation".

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".

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".

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".

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".

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".

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".

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".

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".

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".