Design an Exa architecture that separates query policy, retrieval, content handling, asynchronous state, citations, and evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa reference architecture", "review Exa reference architecture", or "fix Exa reference architecture".

Budget Exa throughput per endpoint and distinguish caller rate limiting from vendor overload and billing exhaustion. Use when operating or reviewing this Exa boundary. Trigger with "Exa rate limits", "review Exa rate limits", or "fix Exa rate limits".

Instrument Exa calls with content-free metrics, traces, cost, and asynchronous lifecycle signals that support diagnosis without logging retrieved text. Use when operating or reviewing this Exa boundary. Trigger with "Exa observability", "review Exa observability", or "fix Exa observability".

Separate Exa development, staging, and production credentials, budgets, schedules, data, and observability. Use when operating or reviewing this Exa boundary. Trigger with "Exa multi env setup", "review Exa multi env setup", or "fix Exa multi env setup".

Build and test an Exa adapter locally using schema fixtures, recorded content-free envelopes, and an explicit opt-in live lane. Use when operating or reviewing this Exa boundary. Trigger with "Exa local dev loop", "review Exa local dev loop", or "fix Exa local dev loop".

Validate Exa capacity with synthetic workload models, endpoint-specific budgets, bounded queues, and stop conditions. Use when operating or reviewing this Exa boundary. Trigger with "Exa load scale", "review Exa load scale", or "fix Exa load scale".

Audit an Exa integration for stale search types, unsafe secrets, ignored partial failures, unbounded content work, weak citations, and orphaned asynchronous resources. Use when operating or reviewing this Exa boundary. Trigger with "Exa known pitfalls", "review Exa known pitfalls", or "fix Exa known pitfalls".

Contain Exa credential, data, cost, capacity, or correctness incidents while preserving safe evidence and vendor request IDs. Use when operating or reviewing this Exa boundary. Trigger with "Exa incident runbook", "review Exa incident runbook", or "fix Exa incident runbook".

Govern Exa membership, API and service keys, team budgets, MCP OAuth, and enterprise managed authorization through least privilege and revocation evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa enterprise rbac", "review Exa enterprise rbac", or "fix Exa enterprise rbac".

Deploy an Exa integration with server-side credentials, bounded concurrency, canary controls, and explicit rollback of scheduled work. Use when operating or reviewing this Exa boundary. Trigger with "Exa deploy integration", "review Exa deploy integration", or "fix Exa deploy integration".

Add deterministic Exa contract checks to CI while keeping live credentials, spend, and volatile web results out of ordinary pull requests. Use when operating or reviewing this Exa boundary. Trigger with "Exa ci integration", "review Exa ci integration", or "fix Exa ci integration".

Choose among direct Search, staged Contents, Answer, Agent, Monitors, Websets, and Batch using explicit latency, verification, volume, and lifecycle criteria. Use when operating or reviewing this Exa boundary. Trigger with "Exa architecture variants", "review Exa architecture variants", or "fix Exa architecture variants".

Configure enterprise role-based access control for Deepgram integrations. Use when implementing team permissions, managing API key scopes, or setting up organization-level access controls. Trigger: "deepgram RBAC", "deepgram permissions", "deepgram access control", "deepgram team roles", "deepgram enterprise", "deepgram key scopes".

Master Cursor Composer for multi-file AI editing, scaffolding, and refactoring. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold", "Cmd+I".

Master Cursor keyboard shortcuts and customize keybindings for AI features and editor commands. Triggers on "cursor shortcuts", "cursor keybindings", "cursor keyboard", "cursor hotkeys", "cursor commands", "Cmd+K", "Cmd+L", "Cmd+I".

Master Cursor AI Chat with @-mentions, inline edit, and conversation patterns. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor", "Cmd+L", "inline edit".

Measure review adoption, latency, findings, usage, and outcomes from documented dashboards, exports, reports, or API data. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "measure CodeRabbit reviews".

Install and configure Clerk SDK/CLI authentication. Use when setting up a new Clerk integration, configuring API keys, or initializing Clerk in your project. Trigger with phrases like "install clerk", "setup clerk", "clerk auth", "configure clerk API key", "add clerk to project".

Navigate Clay plan changes, pricing migrations, and feature upgrades. Use when upgrading Clay plans, migrating to the 2026 pricing model, or adapting integrations to new Clay features. Trigger with phrases like "upgrade clay", "clay migration", "clay pricing change", "clay plan upgrade", "clay new pricing".

Apply Clay security best practices for API keys, webhook secrets, and data access control. Use when securing Clay integrations, rotating API keys, auditing access, or implementing webhook authentication. Trigger with phrases like "clay security", "clay secrets", "secure clay", "clay API key security", "clay webhook security".