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.
Write and maintain an ontology-based design-doc set (ONTOLOGY.md + CRITERIA.md + RATIONALE.md + ARCHITECTURE_LOG.md, plus DYNAMICS.md for games) instead of a single SPEC.md.
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.
Compare plausible implementation, architecture, product, or operational approaches before committing to one.
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,…
Explore open-source GitHub repository source trees via web browsing to analyze and compare feature implementations at the code level.
Guided codebase exploration for understanding a repo's architecture, patterns, and domain language before contributing. Not issue-specific. builds general understanding.
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…
Generate a complete OAF-compliant agent package from an Agent Case (requirements) and Agent Design (architecture).
Generate a complete OAF-compliant agent package from an Agent Case (requirements) and Agent Design (architecture).
Prepare submission documents (README, DEMO, ARCHITECTURE, findings report, TEAM, SUBMISSION) and check evidence and links; does not publish or submit.
Use when releasing a new version of a Python package to public repositories, when verifying that distribution pipelines are functioning after code changes, or when troubleshooting…
Architectural design patterns, C4 diagram templates, component design guidelines, and anti-patterns for PACT Architect phase.
page-speed-* library development patterns. Use when creating or modifying @page-speed/* packages (blocks, router, forms, img, video, skins, maps, icon, lightbox, pdf-viewer,…
Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless…
Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query data into actionable optimizations that eliminate waste and…
Orchestrer un débat entre deux agents IA (Claude Code, Codex, Gemini, Ollama...) via la CLI Palabre pour confronter des approches techniques, obtenir une relecture critique,…
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing new Foundry integrations, planning data pipeline architecture, or…
Write high-performance JIT compilers and interpreters in the style of Mike Pall, creator of LuaJIT. Emphasizes trace-based compilation, aggressive optimization, and understanding…
Architecture, TypeScript standards, state management, storage keys, and code conventions for Panda Droom. Use when writing, modifying, or refactoring code in the repository.
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…
Paplico drawing engine (core/) architecture, change impact, and development guide. Trigger when adding, changing, or refactoring code within core/; working on renderer, tools,…
A production-ready workspace template combining PARA Method (Projects, Areas, Resources, Archives) by Tiago Forte with Proactive Agent Architecture for file organization, folder…
GPU parallel algorithm design patterns and implementations. Implement parallel reduction, scan/prefix sum, histogram, parallel sort algorithms, stream compaction, and…