Implement reference architecture for Alchemy-powered Web3 applications. Use when designing dApp infrastructure, planning multi-chain deployments, or structuring a production…
HTTP API-based documentation server (always running). Questions about project architecture, conventions, decisions, code structure, tech debt, env config, progress, or doc health.
TAD Solution Lead (Agent A). Use for new features (>3 files), architecture changes, complex multi-step requirements, multi-module refactoring.
Implement Algolia reference architecture: index design, multi-index strategy, data pipeline, search service layer, and frontend/backend separation.
Alibaba Cloud architecture patterns and best practices. Use when designing, deploying, or reviewing infrastructure on Alibaba Cloud including ECS, ACK, Function Compute, and OSS.
Review Alibaba Cloud EventBridge, MNS (Message Notification Service), RocketMQ, and MSE event-driven designs — dead-letter queues, message ordering, idempotency, retry storm…
Configure and operate Alibaba MSE (Microservice Engine) — Nacos service discovery and configuration management, Sentinel rate limiting and circuit breaking, Seata distributed…
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.
Comprehensive brownfield architecture analysis for existing codebases. Discovers structure, identifies patterns, assesses quality, calculates production readiness, and provides…
Analyze Claude Code CLI source code to understand its architecture, implementation details, and design patterns.
Examine code organization and identify structural patterns. Use when reviewing module design or understanding architecture. — from majiayu000/claude-skill-registry
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 doe — from…
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.
Adopt Angular directive composition in bounded slices after the app is stable, using it to reduce inheritance-heavy patterns and share behavior without mixing the change into…
Adopt Angular standalone components after an Angular upgrade when the app is stable on Ivy and the goal is architectural modernization rather than a version hop.
Review Angular 19 standalone-by-default compatibility for NgModule-heavy apps after an Angular 19 upgrade when declarations, imports, shared modules, or library modules still rely…
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, c — from…
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…