Design and implement a production-ready Notion integration architecture with proper layering, caching, error handling, and testing strategies.
Activate when: user says 'nudge,' 'default,' 'opt-in vs opt-out,' 'choice architecture,' or 'why do people know they should but don't?'; user has a behavior gap between intent and…
Guides agents through working with the NVIDIA/SkillSpector codebase (Python, TypeScript, Shell). Use when extending, debugging, or navigating SkillSpector, or when the user…
Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
Comprehensive architecture patterns, methodologies, quality frameworks, and evaluation methods for solution architects.
25 real-world system design case studies condensed from Alex Xu's System Design Interview Vol 1 and 2 - requirements, architecture, deep dive insights, key takeaways
Structured thought partner for consequential decisions, running John Boyd's OODA loop plus the prescriptive decision corpus: decision theory, game theory, mechanism design,…
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
Record an Architecture Decision Record (ADR) in the Vault Core Obsidian vault (vault-obsidian/Architecture Decisions).
Programmatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and…
Set up, migrate, or operate an Obsidian vault as an LLM Wiki — a persistent, compounding knowledge base maintained by Claude Code.
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,…
Structured codebase exploration with OCO-backed code intelligence. Auto-activates when the user asks to explore, understand, explain how a module works, a feature, an…
System architecture and API design with multi-AI consensus — use for design reviews and new subsystems
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
Use when working with OGE task data — creating/editing JSON task files, working with TaskDataService, adding new topics, or debugging task display.
System and solution architecture diagrams in Mermaid for technical audiences - C4 model (Context/Container/Component/Code), architecture-beta cloud/infrastructure diagrams, block…
Foundation skill for ALL Mermaid diagram work. Load this first for any task involving Mermaid syntax, diagrams, flowcharts, process maps, architecture sketches, or visualizing…
Use when reviewing or refactoring React code in pre-RSC projects (classes, hooks, Redux/MobX/observable, Reselect, Immer).
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,…
Signpost (not a knowledge pack) for OMG modelling specifications — UML, SysML, BPMN, UAF, SoaML, MOF, OCL, XMI, DDS.
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.
Generate onboarding guide with key symbols, architecture overview, and subject matter experts. Use when joining a new project, onboarding teammates, or creating project…
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.
Use when you need to stand up or standardize a fresh OpenClaw setup as the Fire Dragon Fruit Architecture: one strong main, one isolated rescue, layered file...
Reference architecture for OneNote integrations covering all notebook locations and API path patterns.
Use Ontoly's deterministic Software Graph, MCP server, and agent skills for architecture review, request tracing, impact analysis, and dependency analysis.
ACTIVATE when designing classes, value objects, collections, or when the user asks about object design, encapsulation, or 'Tell Don't Ask' across languages.
Understand OPC (Orchestrated Parallel Claude) architecture: hooks, skills, scripts, and DB extending Claude Code. Use when building or debugging OPC orchestration.
Decision logic for building a personal unrestricted-internet connection from a censored network — which architecture to use (CDN-fronted vs direct), which protocols work and which…
Design, critique, read, write, render, and implement UML and UML-like software diagrams. Use when the user mentions UML, sequence diagrams, class diagrams, activity diagr — from…
Set browser-game architecture before implementation. Use when the user needs engine choice, simulation and render boundaries, input model, asset organization, or save/deb — from…
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…
Evaluate career choices by their effect on the option set — which doors does this open, which doors does it close, what's the reversibility, how path-dependent is the future…
Review code, architecture, plans, or decisions through the lens of strategic optionality. Assesses reversibility, resilience, and future value.
Standard 3-tier OCI reference architecture with VCN, subnets, gateways, load balancer, compute, and Autonomous DB.
Orca-rs - High-performance Rust hook for Claude Code that blocks dangerous commands before execution. SIMD-accelerated, modular pack system, whitelist-first architecture.
Designing the agent itself for an Orchestrate-style challenge — real agent loops versus hardcoded workflows, tool boundaries, prompt structure, and the design decisions a judge…
Use when an idea, initiative, architecture change, roadmap item, epic, or vague product request needs to become a coherent pipeline of value stream, capability, feature, story,…
Use when when building a multi-backend visualization library where users specify both a plot type (spectrum, chromatogram, peakmap) and a backend (matplotlib for static output,…
Use when designing or reviewing a Salesforce Order Management (OMS) solution architecture: fulfillment workflow strategy, split-order routing design, Omnichannel Inventory (OCI)…
Guides organization of code using Feature-Sliced Design (FSD) architecture. Use when structuring projects, creating new features, determining file and layer placement, or…
Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time.
Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time.
Assess a code change, design, architecture, workflow, or competing options against explicit criteria and evidence.
Map an unfamiliar codebase, feature, architecture, data flow, or operational path with file-backed evidence.
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…
Operating-system and kernel architecture decisions: monolithic vs microkernel vs hybrid vs unikernel/exokernel, scheduler design, virtual memory & paging, IPC mechanisms,…