Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical…
Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.
Technical architecture for Astro lead generation websites. Use when setting up new projects, configuring build tools, or establishing project foundations.
Expert Astro Islands Architecture — client:load, client:idle, client:visible, client:media, client:only, server:defer (Server Islands), fallback slots, transition:persist, prop…
Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted.
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions.
Production reference architecture for Attio CRM integrations -- layered project structure, sync patterns, webhook processing, and multi-environment setup.
Aurora CQRS Architecture Reference - Understanding the CQRS structure, component relationships, editable zones, and data flow in Aurora/NestJS projects.
Provides tax knowledge and deduction validation for Harry's multi-entity Australian business ecosystem (MOKAI PTY LTD, MOK HOUSE PTY LTD, SAFIA Unit Trust, HS Family Trust,…
LiteLLM-RS Authentication Architecture. Covers JWT + API Key + RBAC multi-method auth, rate limiting with DashMap, middleware pipeline, and secure credential management.
Decision-aid skill for authentication factor architecture. Forces explicit have/know/are mapping, coercion-resistance analysis, FIDO2 PIN/UV policy, and identifies anti-patterns…
Auth 权限认证模块架构指南，涵盖 IAM 集成、RBAC 权限模型、资源权限校验、权限迁移、OAuth 认证。当用户开发权限功能、配置 IAM 资源、实现权限校验或处理认证流程时使用。
Pluggable authentication strategy architecture. Passport.js strategy pattern, bearer token strategy, local strategy, strategy switching between token/key/signature auth, and…
Expert prompt engineering assistant that analyzes vague requests, asks clarifying questions, and transforms them into structured, high-quality prompts using XML tags, examples,…
CI/CD Pipeline-Architektur, PowerShell Module, GitHub Packages, Release-Strategien, ReleaseFlow
Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.
Execute implementation plans or backlog items autonomously with shared-context architecture for maximum accuracy
中文优先：用于自主循环相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG…
Persistent memory system for Claude Code. Your agent remembers everything across sessions and projects. Two-layer architecture: hot cache (MEMORY.md) + knowledge wiki.
Architect AWS infrastructure and application integrations with production-grade service selection, boundaries, rollout thinking, and verification.
Purpose: Standardize how stakpak designs and optimizes AWS architectures. Scope: Greenfield: design new infrastructure.
Proactively catch common AWS infrastructure mistakes before they happen. Use when creating or modifying AWS components — CloudFormation, CDK, Lambda, API Gateway, IAM, S3,…
Comprehensive guide to AWS cloud architecture covering compute, storage, databases, networking, security, serverless, and cost optimization with production-ready patterns
Creates professional AWS architecture diagrams in draw.io XML format (.drawio files) using official AWS Architecture Icons (aws4 library).
Review AWS event-driven system design across EventBridge, event buses, Pipes, SQS, SNS, Step Functions, event schemas, filtering, cross-account routing, retries, DLQs, replay,…
AWS cloud architecture patterns and best practices. Use when designing, deploying, or reviewing AWS infrastructure including EC2, ECS, EKS, Lambda, RDS, S3, IAM, and VPC.
Service architecture patterns for Axum applications including layered design (Router → Handler → Service → Repository), AppState with FromRef for dependency injection, Tower…
Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with…
Babel plugin architecture for AST-based code transformations. Visitor pattern traversal, path/scope API, custom transform rules, and automated codemod pipelines.
The Balanced Coupling model for software design. Use when: designing modular architectures, evaluating coupling between components, reviewing code modularity, deciding whether to…
Use when decisions happen async — reviewer(s) look at it over chat, on a PR, on a train, or any time outside the agent session.
Implement BambooHR reference architecture for production HR data pipelines. Use when designing new BambooHR integrations, building employee sync systems, or establishing…
Architecture guidance for Salesforce FSC banking and Digital Lending: loan origination platform design, ResidentialLoanApplication data model, payment processing integration…
Manages banking relationships — account optimization, fee negotiation, credit facility oversight, treasury yield, and fraud prevention.
Use when bringing up bare-metal or kernel code on a new architecture, SoC, or board (RISC-V, ARM, x86, ESP32) and it won't boot, hangs after boot, or faults early; covers trap…
基本設計書作成エージェント。システムアーキテクチャ、データフロー、インフラ構成、非機能要件を設計。キーワード: 基本設計, basic design, アーキテクチャ, architecture, システム設計, system design. — from engineering/architecture
基本設計書作成エージェント。システムアーキテクチャ、データフロー、インフラ構成、非機能要件を設計。キーワード: 基本設計, basic design, アーキテクチャ, architecture, システム設計, system design. — from engineering/architecture
Validate production batch execution - trigger daily runs and analyze traces for architecture completeness and result quality
BDI (Beliefs-Desires-Intentions) agency framework for designing autonomous agents with mental state architectures
Integration of BDI agent architecture with soft systems methodology for complex organizational problem-solving
Look up current Bevy engine APIs, crates, examples, and patterns. Use for any Bevy-related question, including API lookup, feature design, architecture, and implementation…
ADK Bidi-streaming expert with comprehensive knowledge of streaming architecture, implementation patterns, and production best practices
Use when first encountering an unknown binary, ELF file, executable, or firmware blob. Fast fingerprinting via rabin2 - architecture detection (ARM, x86, MIPS), ABI ident — from…
Resolves rsIDs, navigates RsMergeArch/SNPHistory merge chains, and converts between rsID, SPDI, HGVS, and VCF representations using the dbSNP Build 156 JSON architecture.
Apply Eskil Steenberg's black box architecture principles to build modular, maintainable software. Automatically refactors code into replaceable components, designs system…
Blazor component architecture, Razor component patterns, Radzen UI library, and Blazor-specific UX patterns.
Comprehensive Blazor development expertise covering Blazor Server, WebAssembly, and Hybrid apps. Use when building Blazor components, implementing state management, handling…
Expert in Web3 development, smart contracts (Solidity/Rust), and decentralized application (dApp) architecture.
Design and implement blockchain integrations across chains and frameworks with emphasis on patterns over specific technologies.
Course correction navigator for mid-sprint scope changes. Loads sprint state from the issue tracker, runs a structured impact assessment (affected epics, stories to…
Guided ADR creation workflow. Structures an Architecture Decision Record through evidence-based investigation: context analysis, options discovery, trade-off evaluation, and…
Collaborative architecture solution design for AI agent implementation consistency. Guides through system context analysis, technology decisions, pattern selection, conflict…
Business Model and Architecture Design methodology for aligning technical architecture with business model sustainability and scalability
Interactive callable tool that creates BMAD planning documents (requirements, architecture, epics) in main repository on contrib branch.
Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project''s existing architecture, patterns and…
PoEAA (Martin Fowler) — Full rules — comprehensive mandatory coding standards. Use when asked to apply PoEAA principles or review code against PoEAA standards.
PoEAA (Martin Fowler) — Condensed rules — key principles distilled. Use when asked to apply PoEAA principles or review code against PoEAA standards.
PoEAA (Martin Fowler) — Minimal rules — essential one-liners only. Use when asked to apply PoEAA principles or review code against PoEAA standards.
Use this for data modeling, schema boundaries, migrations, warehouses, analytics pipelines, ownership of entities, retention, and correctness tradeoffs in data-intensive systems.