Platform web architecture — framework/runtime selection, rendering modes, static assets, and web auth boundaries
Use when creating, refactoring, or reviewing axios-retryer plugins. Enforces the repo's single recommended plugin architecture: top-level orchestrator class, focused folders for…
Meta-Minesweeper 插件系统开发专家。当你需要创建插件、编写插件代码、了解插件架构、调试插件问题、 使用 BasePlugin API、订阅事件、发送指令、跨线程 GUI、配置系统、插件模板，或用户提到 "插件"、"plugin"、"创建插件"、"开发插件"、"插件开发"、"plugin_dev"、"baseplugin"、…
Re-scan the current repo and update `.claude/pm-config.md` with fresh infrastructure and architecture detection while preserving user-edited sections (Role, OKRs, Team, Notes,…
Use when organizing a PMLA (Publications of the Modern Language Association) essay so the argument unfolds clearly within the 6,000–9,000-word range.
System-scope Architect Specialist — cross-component, middleware, and data architecture; integration design and blast-radius assessment; system-level ADR authorship.
Principal Engineer Specialist — solution-scope design depth at Stage 5. Decides the architecture for a within-component solution, governs its NFRs, adjudicates build-vs-buy, and…
Reviews technical artifacts with senior TPM judgment — surfaces risks not obvious from the document alone.
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
Use when drafting or revising the body of an ACM PODC paper — building the distributed-theory skeleton (an explicit model box, the result stated as a theorem up front, a proof…
Podium reference architecture — business messaging and communication platform integration. Use when working with Podium API for messaging, reviews, or payments.
AI-powered synthetic population simulator with clean architecture, Python type safety, and professional dashboard design patterns
PolicyEngine API v2 - Next-generation microservices architecture with monorepo structure
Applies political philosophy frameworks (Hobbes, Locke, Rousseau, Rawls, Sen, Ostrom) to software architecture decisions -- authority models, resource allocation, capability…
Validates PopKit code quality using concrete metrics for DRY, coupling, cohesion, and architectural patterns
Recommend a data-portal architecture (storage, compute, catalog, access, hosting, metadata) from your needs, then hand off to the build skills. The advisory entry point.
System-of-systems architecture setup and audit across multiple projects. Use when initializing `.architecture-portfolio` or reviewing duplicated capabilities, project boundary…
When the user manages multiple brands, products, or sub-brands and needs portfolio-level strategy. Also use when 'portfolio,' 'budget allocatie,' 'merkenarchitectuur,' 'brand…
Implement POSSE (Publish on Own Site, Syndicate Elsewhere) content distribution with canonical URLs, cross-platform syndication, backfeed collection, and resilient delivery.
Production PostHog architecture: event taxonomy, SDK layering, feature flag strategy, analytics module layout, and data pipeline integration patterns.
Use for project infra and architecture context: environments, adapters, runtime configuration, deployments, service dependencies, datastores, API contracts, ownership, incidents,…
Decisive, project-grounded verdict on whether to adopt, switch to, or revisit a technology, library, pattern, platform, or architecture; also a mid-session second opinion.
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
Comprehensive procedures for authoring, configuring, and maintaining Myco's PowerManager infrastructure and scheduled task system.
Electrical power distribution design for infrastructure: load calculations (NEC 220), conductor sizing (NEC 310.16), transformer/UPS/PDU selection, redundancy architectures (N…
Use when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when…
Use when asked to handle, harden, or shepherd one or more external contributor PRs. Checks out PRs in a worktree or main workspace, updates them against origin/main, resolves…
Use when reviewing a Sessions Chronicle PR or local diff and the user wants an interactive A/B quiz focused on architecture, data safety, and Rust/Relm4 trade-offs.
Gate 1.5/2.5: Design Validation - verifies UX specifications are complete before proceeding to technical architecture.
Gate 3 (Full Track) / Gate 2 (Small Track): Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
Guides users through pre-project planning phase. Auto-activates when users ask about starting new projects, planning architecture, choosing tech stacks, or creating project plans.
Skill do używania biblioteki preboot-eventbus. Użyj tego skilla zawsze gdy użytkownik chce implementować event bus, event-driven architecture, publishować eventy, obsługiwać…
Establish the enterprise architecture capability for a new engagement. Develops Architecture Principles (Name/Statement/Rationale/Implications), tailors the TOGAF framework,…
Generiert handgezeichnete Sketchnote-Diagramme aus Textbeschreibungen. Zweistufig: erst Plan zur Freigabe, dann SVG + Rendering via Kie.ai.
Use when onboarding to the Valor AI codebase, understanding the system architecture, or when the user asks 'how does this work'. Comprehensive codebase orientation guide.
Quickly understand and load a codebase by examining repository structure, README, and AI documentation.
You MUST use this for system design and architecture decisions - designing systems, choosing patterns, defining boundaries, data modeling, and making structural decisions that are…
Operate as a principal architect who owns the boundaries between systems, curates the technology set, and spends veto power sparingly.
Domain-Driven Design (DDD) — bounded contexts, aggregates, entities, value objects, ubiquitous language, domain events, context map, anti-corruption layer, and repository pattern.
Event-driven architecture — event sourcing, CQRS, sagas, choreography vs orchestration, schema evolution, consumer groups, partitions, ordering, idempotent handlers, outbox…
Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway — from…
Validate an architecture document or decision against a set of Architecture Principles using the TOGAF quality criteria (Completeness, Robustness, Understandability, Consistency,…
Design and enforce privacy and data protection controls across application, API, and database layers.
Comprehensive knowledge base and design pattern manual from \"Pro Python\" by Marty Alchin (Apress), fully modernized for Python 3.10–3.13+.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.
Procore reference architecture — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Design production-ready AI agents using a loop-based architecture with explicit tools, context, memory, permissions, observability, evaluation, and rollout planning.
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional…
Gebruik bij complexe componenten, bugfixes in grote files, nieuwe interactielogica, services, dataflows of herhaalde helpers om code klein, testbaar en goed gestructureerd te…
Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)
Analisi iniziale o aggiornamento completo del progetto. Produce o aggiorna CLAUDE.md e ARCHITECTURE.md con diagrammi Mermaid embedded.
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
Scans codebases to generate architecture documentation (ARCHITECTURE.md). Use when joining an existing project, understanding codebase structure, exploring project architecture,…
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
Overview of the project's tech stack, directory structure, and architectural patterns.
Evidence-backed architecture audit and profile setup for one repository. Use when initializing `.architecture`, onboarding to a codebase, reviewing architecture health, preparing…
Explain project-specific concepts, technical terms, models, algorithms, configuration items, dataset fields, architecture decisions, and codebase terminology while working in a…
Scaffolds per-repository agent context so coding agents share the same issue tracker rules, triage label vocabulary, domain glossary, ADR layout, and handoff conventions.
Produces an Exploration Brief rating a project GREEN/YELLOW/RED for collaboration fit, with architecture snapshot, resonance map, and ranked entry points.
Obtains detailed project information including framework, architecture, technologies, patterns, and dependencies.