mcp-orchestration
智能编排和协调多个MCP工具完成复杂开发任务，支持串行、并行、条件、循环等多种执行模式
Chinese Development Guide
为中文开发者提供完整的项目本地化、环境配置和开发工作流指导，确保中英文双语环境下的最佳开发体验
Context7 Auto Research
自动使用Context7进行文档研究，当用户需要代码生成、配置步骤或库/API文档时无需明确请求即可自动获取最新信息
Godot Compatibility Checker
自动检测和修复Godot 3.x与4.x之间的API兼容性问题，基于实际项目经验提供针对性解决方案
MCP Orchestration
智能编排和协调多个MCP工具完成复杂开发任务，支持串行、并行、条件、循环等多种执行模式
second-brain
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maestro:cost-aware-llm-pipeline
Cost optimization for LLM API usage with model routing, budget tracking, retry logic, and prompt caching. Use during maestro:implement when building LLM-powered features.
maestro:cpp-testing
C++ testing with GoogleTest and CTest, coverage analysis, and sanitizers. Use during maestro:implement when writing C++ tests and maestro:review when checking C++ test coverage.
maestro:database-migrations
Database migration best practices for schema changes, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and ORMs. Use during maestro:implement when modifying database schemas.
maestro:content-engine
Multi-platform content creation for X, LinkedIn, TikTok, YouTube, and newsletters. Use in any maestro phase when producing social media content or marketing materials.
maestro:content-hash-cache-pattern
SHA-256 content hash caching for expensive file processing. Use during maestro:implement when adding caching layers with path-independent, auto-invalidating cache keys.
maestro:continuous-learning-v2
Instinct-based learning system with hooks, confidence scoring, and skill evolution. Use across all maestro phases for project-scoped pattern learning via session observation.
maestro:continuous-learning
Auto-extract reusable patterns from Claude Code sessions as learned skills. Use across all maestro phases to capture and reuse session learnings.
maestro:cpp-coding-standards
C++ coding standards based on C++ Core Guidelines for modern, safe, idiomatic C++. Use during maestro:implement for C++ code quality and maestro:review for C++ review criteria.
maestro-new-track
Create a new feature/bug track with spec and implementation plan. Interactive interview generates requirements spec, then phased TDD plan. Use when starting work on a new feature, bug fix, or chore.
maestro-implement
Execute track tasks following TDD workflow. Single-agent by default, --team for parallel Agent Teams, Sub Agent Parallels. Use when ready to implement a planned track.
maestro-design
Deep discovery and specification for ambitious features. Full BMAD-inspired interview with classification, vision, journeys, domain analysis, and FR synthesis. Same output contract (spec.md + plan.md) as new-track but far richer. Use for multi-component systems, regulated domains, or unclear requirements.
init
Generates AGENTS.md and CLAUDE.md files using the WHAT/WHY/HOW framework. Explores the codebase and produces minimal (<100 line) context files with progressive disclosure.
maestro:springboot-verification
Verification loop for Spring Boot: build, static analysis, tests with coverage, security scans, and diff review. Use during maestro:review before Spring Boot releases or PRs.
maestro-review
Code review for a track against its spec and plan. Verifies implementation matches requirements, checks code quality and security.
maestro:strategic-compact
Strategic context compaction for long sessions. Use during maestro:design for multi-phase sessions approaching context limits, suggesting /compact at logical breakpoints.
maestro:swift-actor-persistence
Thread-safe data persistence using Swift actors with in-memory cache and file-backed storage. Use during maestro:implement when building persistence layers in Swift.
maestro:visa-doc-translate
Translate visa application documents (images) to English and create bilingual PDFs. Use in any maestro phase when translating documents for visa applications.
maestro:verification-loop
Comprehensive post-change verification system with build, test, lint, and quality gates. Use during maestro:review as the core verification workflow before PRs or releases.
maestro:swift-concurrency-6-2
Swift 6.2 Approachable Concurrency with single-threaded default, @concurrent offloading, and isolated conformances. Use during maestro:implement when writing async Swift code.
maestro:swift-protocol-di-testing
Protocol-based dependency injection for testable Swift code with mock strategies and Swift Testing. Use during maestro:implement when writing testable Swift with DI.
maestro:swiftui-patterns
SwiftUI architecture with @Observable state management, view composition, navigation, and performance optimization. Use during maestro:implement when building SwiftUI views and features.
maestro-status
Show track progress overview with phase/task completion stats, next actions, and blockers.
maestro-setup
Scaffolds project context (product, tech stack, coding guidelines, product guidelines, workflow) and initializes track registry. Use for first-time project onboarding.
maestro-note
Capture decisions, constraints, and context to persistent notepad. Priority notes are injected into every session and implementation run.
maestro:tdd-workflow
Test-driven development workflow enforcing Red-Green-Refactor with 80%+ coverage. Use during maestro:implement as the core TDD methodology for all code changes.
maestro-revert
Git-aware revert of track, phase, or individual task. Safely undoes implementation with plan state rollback.
maestro:golang-testing
Go testing with table-driven tests, subtests, benchmarks, and fuzzing. Use during maestro:implement when writing Go tests following TDD methodology.
maestro:golang-patterns
Idiomatic Go patterns, best practices, and conventions for robust Go applications. Use during maestro:implement when writing Go code -- error handling, concurrency, interfaces, and project structure.
maestro:frontend-slides
Create animation-rich HTML presentations from scratch or convert PowerPoint files. Use in any maestro phase when building presentation slides or converting PPT/PPTX.
maestro:search-first
Research-before-coding workflow. Use during maestro:design to find existing tools, libraries, and patterns before writing custom code.
maestro:springboot-security
Spring Security best practices for authentication, authorization, CSRF, secrets, and rate limiting. Use during maestro:review when reviewing Spring Boot security configuration.
maestro:liquid-glass-design
iOS 26 Liquid Glass design system with dynamic glass materials, blur, reflection, and interactive morphing. Use during maestro:implement when building iOS 26 UI with the glass material system.
maestro:frontend-patterns
React and Next.js frontend patterns for state management, performance optimization, and UI best practices. Use during maestro:implement when building UI components or client-side features.
maestro:foundation-models-on-device
Apple FoundationModels framework for on-device LLM with guided generation and tool calling in iOS 26+. Use during maestro:implement when building on-device ML features for Apple platforms.
maestro:eval-harness
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD). Use during maestro:review to measure and validate session outcomes with eval metrics.
maestro:e2e-testing
Playwright E2E testing with Page Object Model, CI/CD integration, and flaky test strategies. Use during maestro:implement for E2E test writing and maestro:review for coverage verification.
maestro:python-testing
Python testing with pytest, TDD methodology, fixtures, mocking, and parametrization. Use during maestro:implement when writing Python tests following TDD.
maestro:security-review
Comprehensive security checklist for authentication, input handling, secrets, API endpoints, and sensitive data. Use during maestro:review for security posture assessment.
maestro:regex-vs-llm-structured-text
Decision framework for choosing regex vs LLM for structured text parsing. Use during maestro:design when planning text extraction approach, and maestro:implement when building parsers.
maestro:springboot-tdd
Spring Boot TDD with JUnit 5, Mockito, MockMvc, and Testcontainers. Use during maestro:implement when writing tests for Spring services, controllers, and repositories.
maestro:docker-patterns
Docker and Docker Compose patterns for local development, container security, and multi-service orchestration. Use during maestro:implement for containerization and maestro:review for container security.
maestro:django-verification
Verification loop for Django: migrations, linting, tests with coverage, security scans, and deployment readiness. Use during maestro:review before Django releases or PRs.
maestro:django-tdd
Django TDD with pytest-django, factory_boy, and DRF testing. Use during maestro:implement when writing tests for Django models, views, and API endpoints.
maestro:market-research
Market research, competitive analysis, and industry intelligence with source attribution. Use during maestro:design for research tasks, TAM/SAM/SOM estimates, or competitor analysis.
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