NocoBase is the most extensible open-source no-code/low-code platform for building business applications.
Arquitectura del worker asincrónico de NotiChileC. 5 ciclos run-with-lock, FOR UPDATE SKIP LOCKED para concurrencia, saga coreografía vía DB, at-least-once delivery con dedup,…
Comprehensive procedures for implementing and maintaining Myco's notification system across all architectural layers.
Different Notion integration architectures: CMS (headless blog), task tracker (project management), knowledge base (wiki), form submission handler, and data pipeline source.
Design and implement a production-ready Notion integration architecture with proper layering, caching, error handling, and testing strategies.
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
Programmatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and…
Implement Obsidian reference architecture with best-practice project layout. Use when designing new plugins, reviewing project structure, or establishing architecture standards…
OCI Design and operate Exadata Database Service across OCI Dedicated Infrastructure, Exadata Cloud@Customer, Oracle Database@Azure, Oracle Database@Google Cloud, and Oracle…
Drafts FAR 9.5-compliant Organizational Conflict of Interest mitigation plans for federal government contractors.
Design and review OCI multi-cloud architectures connecting Oracle Cloud Infrastructure with AWS, Azure, Google Cloud, on-premises, or SaaS through VPN, FastConnect, Direct…
Build OCI resource inventories and dependency maps using Resource Search, compartments, tags, and cross-service discovery.
Design, review, and stress-test Oracle Cloud Infrastructure solution architectures across identity, compartments, networking, compute, database, storage, observability, security,…
Apply, review, improve, or maintain a repository's Copilot customization with the Ownership-Driven AI Customization Architecture and the latest official GitHub Copilot docs.
Use when building features for the OdontoFlow dental clinic CRM. Covers project patterns, conventions, architecture, and implementation rules.
Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture
Architecture specialist for software/system design, module and service boundaries, tradeoff analysis, and stakeholder synthesis.
Database specialist for SQL, NoSQL, and vector database modeling, schema design, normalization, indexing, transactions, integrity, concurrency control, backup, capacity planning,…
Designing Omni-Channel capacity models for service orgs: agent capacity allocation, channel weighting (cases, chats, calls), skills matrix design, overflow strategy, presence…
Architecture decision framework for choosing between OmniStudio and the standard Salesforce platform (Screen Flow, LWC, Apex) for guided UI and data orchestration use cases.
Inicializa novo projeto: cria AGENTS.md, CLAUDE.md, ERROR_LOG.md, PENDING_LOG.md, memory/MEMORY.md, docs/architecture/SPEC_FORMAT.md, docs/architecture/TDD.md.
Reference architecture for OneNote integrations covering all notebook locations and API path patterns.
Design, critique, read, write, render, and implement UML and UML-like software diagrams. Use when the user mentions UML, sequence diagrams, class diagrams, activity diagrams,…
Set browser-game architecture before implementation. Use when the user needs engine choice, simulation and render boundaries, input model, asset organization, or…
Inspect Microsoft SharePoint context, discover the right site or library, and prepare safe changes. Use when the user wants site, page, or file review, ownership and status…
Reference Architecture for OpenEvidence. Trigger: "openevidence reference architecture".
Design production architectures using OpenRouter as the LLM gateway. Use when planning system design, reviewing architecture, or scaling AI applications.
Use operads to formally model hierarchical task decomposition for multi-agent systems. Covers typed composition, wiring diagrams, and the relationship to DAG-of-agents…
Standard 3-tier OCI reference architecture with VCN, subnets, gateways, load balancer, compute, and Autonomous DB.
Use when designing or reviewing a Salesforce Order Management (OMS) solution architecture: fulfillment workflow strategy, split-order routing design, Omnichannel Inventory (OCI)…
AI-agent-powered lead enrichment using Sixtyfour as primary source. Takes an email (+ optional name) and returns comprehensive person + company data with funding, AI/B2B…
Apply Elinor Ostrom's 8 design principles for governing commons to software architecture and AI agent coordination systems.
Use when implementing or troubleshooting Salesforce Outbound Messages — the workflow-triggered SOAP notification mechanism that pushes record field values to an external HTTPS…
Use for OZM-governed agent-native, multi-agent, memory, MCP/tool, control-plane, operator-shell, or agent framework work that needs runtime-real evidence, user-agent parity, tool…
Write or revise a scheduling-only implementation plan from approved requirements, approved architecture, output documentation, and code, pulling any concrete code examples…
page-speed-* library development patterns. Use when creating or modifying @page-speed/* packages (blocks, router, forms, img, video, skins, maps, icon, lightbox, pdf-viewer,…
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing new Foundry integrations, planning data pipeline architecture, or…
Unified guide for authoring dashboard panel components in vanilla TypeScript — covers the Panel base class architecture, localStorage state persistence, exponential-backo — from…
Create a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Create resilient, data-driven dashboard panels with integrated API handling and UI components, combining circuit breaker patterns with vanilla TypeScript panel architecture.
Create dashboard panel components with advanced event handling and form validation using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Create visually rich, robust TypeScript UI components with panel architecture, combining enhanced features like retry logic, state persistence, and dynamic styling with a…
GPU parallel algorithm design patterns and implementations. Implement parallel reduction, scan/prefix sum, histogram, parallel sort algorithms, stream compaction, and…
Guides AILANG parser development with conventions and patterns. Use when user wants to modify parser, understand parser architecture, or debug parser issues.
Expert in integrating payment gateways (Stripe, PayPal, Adyen) and designing PCI-compliant billing architectures.
People Intelligence vertical — 6 sub-systems composed into a sovereign domain sub-stack. Loaded when working on hiring, performance, training, culture, talent, or org architecture…
Use when designing or refactoring Salesforce access architecture around minimal profiles, permission sets, permission set groups, muting, and assignment governance.
Tactical guidance for composing Permission Set Groups: layering permission sets, applying Mute Permission Sets to subtract narrow capabilities, sequencing the recalculation…
Choose and implement Perplexity architecture blueprints for different scales: direct search widget, cached research layer, and multi-query pipeline.
Implement Perplexity reference architecture with model routing, citation pipeline, and research automation.
Build event-driven architectures around Perplexity Sonar API with streaming, batch pipelines, and scheduled search monitoring.
Systems architecture decision framework with long-term thinking focus on scalability, modularity, and dependency management.
KYC service architecture with Persona as verification provider. Use when working with Persona identity verification.
Photino.NET desktop architecture: PhotinoWindow APIs, threading model, native message bridge, IMessageTransport abstraction, dual-mode Program.cs, cross-platform WebView engine…
Builds terminal UI components with @mariozechner/pi-tui using a component-based architecture. Use when creating TUI screens, building interactive input widgets, rendering markdown…
System-level evaluation framework for multi-stage LLM pipelines. Scores the pipeline *as a whole* across 8 dimensions — input quality, output quality, prompt design,…
Apply software pipelining (double-buffering) to a tiled GPU kernel to overlap global memory loads with Tensor Core computation.
Adversarial review of implementation plans — finds failure modes, hidden dependencies, scope risks, missing edge cases, and architecture concerns BEFORE coding begins.
Procedures for implementing and maintaining Myco's plan persistence architecture, including logical-key identity models, agent-directed capture patterns via MCP tools,…
Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.