Implement Mistral AI reference architecture with best-practice project layout. Use when designing new Mistral AI integrations, reviewing project structure, or establishing architecture standards for Mistral AI applications. Trigger with phrases like "mistral architecture", "mistral best practices", "mistral project structure", "how to organize mistral".
Use when designing a production Navan API integration architecture — API gateway, token management, data sync pipelines, ERP connectors, and monitoring stack. Trigger with "navan reference architecture" or "navan integration architecture".
Different Notion integration architectures: CMS (headless blog), task tracker (project management), knowledge base (wiki), form submission handler, and data pipeline source. Trigger with phrases like "notion cms", "notion headless blog", "notion task tracker", "notion wiki", "notion form handler", "notion data pipeline".
Design and implement a production-ready Notion integration architecture with proper layering, caching, error handling, and testing strategies. Use when designing new Notion integrations, reviewing existing project structure, establishing architecture standards for Notion applications, or migrating from ad-hoc API calls to a layered architecture. Trigger: "notion architecture", "notion project structure", "notion reference architecture", "notion integration design", "notion layered architecture", "notion service pattern".
Graceful degradation when Notion is down: offline cache, retry with exponential backoff, circuit breaker, health checks, and fallback content. Use when building fault-tolerant Notion integrations for production. Trigger with phrases like "notion reliability", "notion circuit breaker", "notion offline fallback", "notion health check", "notion graceful degradation".
Implement team vault access patterns and role-based controls. Use when managing shared vaults, implementing access controls, or building team collaboration features for Obsidian. Trigger with phrases like "obsidian team", "obsidian access control", "obsidian enterprise", "shared vault permissions".
Implement Obsidian reference architecture with best-practice project layout. Use when designing new plugins, reviewing project structure, or establishing architecture standards for Obsidian development. Trigger with phrases like "obsidian architecture", "obsidian project structure", "obsidian best practices", "organize obsidian plugin".
Reference architecture for OneNote integrations covering all notebook locations and API path patterns. Use when designing multi-tenant OneNote integrations or choosing between personal, SharePoint, and group notebook APIs. Trigger with "onenote architecture", "onenote api paths", "onenote sharepoint vs personal".
Reference Architecture for OpenEvidence. Trigger: "openevidence reference architecture".
Standard 3-tier OCI reference architecture with VCN, subnets, gateways, load balancer, compute, and Autonomous DB. Use when designing a new OCI deployment, translating AWS/Azure patterns, or creating Terraform for OCI infrastructure. Trigger with "oraclecloud architecture", "oci reference design", "oci 3 tier", "oci vpc design".
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing new Foundry integrations, planning data pipeline architecture, or establishing patterns for Ontology-driven applications. Trigger with phrases like "palantir architecture", "foundry best practices", "foundry project structure", "how to organize palantir".
Podium reference architecture — business messaging and communication platform integration. Use when working with Podium API for messaging, reviews, or payments. Trigger with phrases like "podium reference architecture", "podium-reference-architecture".
Procore reference architecture — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals. Trigger with phrases like "procore reference architecture", "procore-reference-architecture".
QuickNode reference architecture — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development. Trigger with phrases like "quicknode reference architecture", "quicknode-reference-architecture", "blockchain RPC".
Ramp reference architecture — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync. Trigger with phrases like "ramp reference architecture", "ramp-reference-architecture", "corporate card API".
Runway reference architecture — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI. Trigger with phrases like "runway reference architecture", "runway-reference-architecture", "AI video generation".
Production architecture for SerpApi search services with caching, monitoring, and multi-engine support. Use when designing search features, building SERP tracking systems, or architecting search-powered applications. Trigger: "serpapi architecture", "serpapi project structure", "serpapi design".
Choose and implement Snowflake architecture blueprints: data lakehouse, data mesh, data sharing, and Snowpark-native patterns for different scales. Use when designing Snowflake data platforms, choosing between architectures, or implementing data sharing and Snowpark patterns. Trigger with phrases like "snowflake architecture", "snowflake lakehouse", "snowflake data mesh", "snowflake data sharing", "snowflake Snowpark".
Implement Snowflake reference architecture with medallion pattern and Snowflake-native design. Use when designing a new Snowflake data platform, setting up bronze/silver/gold layers, or establishing architecture standards for a Snowflake deployment. Trigger with phrases like "snowflake architecture", "snowflake medallion", "snowflake best practices layout", "snowflake data platform design".
Implement Snowflake reliability patterns: replication, failover, Time Travel recovery, and application-level resilience for Snowflake integrations. Use when building fault-tolerant pipelines, configuring disaster recovery, or adding resilience to production Snowflake services. Trigger with phrases like "snowflake reliability", "snowflake failover", "snowflake replication", "snowflake disaster recovery", "snowflake Time Travel".
Refactor existing packages toward the standard service/adapter pattern. Use when restructuring a domain package, splitting a monolithic package, or removing anti-patterns.
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Wire Commands, Agents, and Skills together for complex features. Use when building features that need research, planning, and implementation phases.
