Alibaba Cloud Tair development toolkit — 7 capabilities covering architecture selection, data structure design, instance creation & configuration, connection management,…
Use at business-unit scale to stand up and keep current a value-stream meta-repo — a coordinating repo with no app code that holds the cross-component artifacts a polyrepo has…
Analyzes, generates, and enhances CLAUDE.md files for any project type using best practices, modular architecture support, and tech stack customization.
Compare viable solution paths before implementation. Use when architecture, refactors, data model changes, workflow changes, tool choices, or irreversible decisions make the first…
Coverage-aware agent workflow tool. Use PROACTIVELY before modifying files, making architecture decisions, debugging, or reviewing code.
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice.
Aminet search and browse: full-text search, category tree navigation, architecture filtering, package detail, and curated collections.
Use when designing the architecture for AML/KYC compliance workflows on Salesforce — covering verification orchestration, third-party screening integration patterns, risk scoring…
Comprehensive knowledge of amplihack framework architecture, patterns, and usage
Audit an existing iOS codebase, detect the current architecture (or closest match), score it across nine parameters, and produce either a refactor plan to improve it in place OR a…
Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.
Measure what matters. Event tracking design, attribution modeling, funnel analysis, experimentation platforms.
LLM-based architectural analysis that transforms raw project data into meaningful structure
Generates LLM-optimized code context with function call graphs, side effect detection, and incremental updates.
Analyzes C++ desktop codebase architecture, dependency graphs, framework detection, and migration assessment.
Automatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture...", "what design patterns are used...", or needs to…
Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this…
Guides systematic project analysis, codebase exploration, and architecture pattern recognition. Use when understanding new codebases, onboarding to projects, or investigating…
Use when starting work after context compaction, switching features, or gathering context without re-reading entire files - searches anchor tags to find relevant…
Assesses Angular enterprise training readiness by mapping current team capability, version awareness, architecture gaps, testing maturity, and safe follow-up skill routing.
Angular architecture: Scope Rule, project structure, file naming, style guide. Trigger: When structuring Angular projects or deciding where to place components.
Implement dependency injection in Angular v20+ using inject(), injection tokens, and provider configuration.
An AI Agent cognitive growth system built on the native OpenClaw architecture. It provides agents with persistent memory management, visual intimacy progression, a 5-dimensional…
Implement reference architecture for Anima design-to-code automation. Use when designing a design system automation pipeline, structuring a Figma-to-React project, or planning…
Anoma intent-centric architecture for cross-chain obstruction passing with Geb semantics and Juvix compilation
Choose and implement Claude API architecture patterns for different scales: serverless, microservice, event-driven, and edge deployment.
Implement Claude API reference architectures for common use cases. Use when designing a Claude-powered application, choosing between direct API vs queue-based, or planning a…
Implement event-driven patterns with Claude API: streaming SSE events, Message Batches callbacks, and async processing architectures.
Determine the best Anthropic architecture for your project by analyzing requirements and recommending the optimal combination of Skills, Agents, Prompts, and SDK primitiv — from…
Determine the best Anthropic architecture for your project by analyzing requirements and recommending the optimal combination of Skills, Agents, Prompts, and SDK primitiv — from…
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). — from webzler/agentMemory.git
Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integrati — from…
Review existing agentic code, designs, or plans through the lens of the 12 canonical antipatterns. Diagnose what's likely to fail in production.
Clarify which files are authoritative for repository guidance, operational instructions, architecture, and status, and keep entrypoint docs short and link-driven once canonical…
AOSP Part XIV — Device Support. Use when reasoning about per-architecture support (ARM 32/64, x86_64, RISC-V, ABI matrix, toolchains), the QEMU-based Android emulator (AV — from…
AOSP Part XIV — Device Support. Use when reasoning about per-architecture support (ARM 32/64, x86_64, RISC-V, ABI matrix, toolchains), the QEMU-based Android emulator (AV — from…
AOSP Part V — Runtime. Use when reasoning about ART (dex2oat, AOT/JIT, baseline profiles, GC, oat/vdex/odex files, class loaders, JNI bridge) or the Native Bridge (Berber — from…
AOSP Part V — Runtime. Use when reasoning about ART (dex2oat, AOT/JIT, baseline profiles, GC, oat/vdex/odex files, class loaders, JNI bridge) or the Native Bridge (Berber — from…
Framework-free Apex architecture: layered design (trigger handlers, services, selectors, domains, thin LWC controllers), DTOs, async (Queueable, Batch, Schedulable, Platform…
Use when structuring Apex into service, selector, domain, factory, and dependency-injection layers for maintainability and testability.
Apex Trigger.new / Trigger.old / Trigger.newMap / Trigger.oldMap / Trigger.isInsert etc.: when each is populated, null-safety, recursion depth, trigger event matrix.
REST, GraphQL, and hybrid API architecture patterns for building scalable and maintainable APIs
中文优先：用于API连接器构建相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Build a new API connector or provider by matching the target repo's existing integration pattern exactly.
Create complete REST API CRUD operations using API Platform 4 with DDD and CQRS patterns. Use when adding new API resources, implementing CRUD endpoints, creating DTOs,…
3-tier API architecture (Convex WebSocket, SSE, REST) for cross-platform data fetching. Platform detection, hybrid hooks, DAL layer patterns.
Production-grade architecture patterns for Apify-powered applications. Use when designing scraping infrastructure, building multi-Actor pipelines, or integrating Apify into a…
Create apps following contract-port architecture with composition roots. Use when creating new apps in apps/, scaffolding CLI tools, setting up dependency injection, or when the…
Build features in the AI Coaching Platform Next.js app. Use for creating pages, components, server actions, TanStack tables, and understanding application architecture.
Guides you through comprehensive iOS/Swift app planning and analysis. Use for new apps (concept to architecture) or existing apps (audit current state, plan improvements — from…
Reference architecture for AppFolio property management integration. Trigger: "appfolio architecture".
Guide AppKit app-structure decisions for macOS apps across app delegates, status-item menu bar apps, responder-chain menus, windows, controllers, restoration, archiving,…
Create WWDC-Keynote-ready, self-contained HTML architecture diagrams for Apple platform apps (iOS, macOS, watchOS, tvOS, visionOS).
Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".
Feature-Sliced Design(FSD) 아키텍처를 적용한 프론트엔드 프로젝트 개발 지원. FSD 레이어, 슬라이스, 세그먼트 구조 설계, 의존성 규칙 적용, 마이그레이션 시 사용.
Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate.
Designs, reviews, and migrates codebases using Vertical Slice Architecture (VSA) — organizing by business capability instead of technical layer.
Architecture Review Board preparation — combined impact analysis of all change requests against the existing codebase baseline (MAIN).
Three-phase architecture design review pipeline: Architect creates initial design, Refiner improves it, Critic challenges it.
Schreibt arc42 Sektion 9 (Architekturentscheidungen): ADRs im Nygard-Format, Entscheidungsdokumentation, Begründungen, Alternativen.
Load ArcBlock company context (products, technical architecture, strategy) on demand. Use `/arcblock-context` to see available topics, or `/arcblock-context ` to load…