map-codebase
Mapping and understanding existing codebases
发现 lifestyle architecture patterns 相关 Skills,比较来源仓库和用途,查看适合你工作流的技能说明。
Mapping and understanding existing codebases
Expert implementation reviewer that compares implementations against their approved plans. Verifies completeness, correctness, and quality. Produces structured verdicts.
Perform Root Cause Analysis using a multi-agent swarm approach. Use when investigating bugs, failures, performance issues, or any problem requiring systematic diagnosis. Triggers on requests like "why is X fail...
Add or improve observability (logs, metrics, traces, alerts) and troubleshoot production or performance issues. Use when diagnosing incidents, defining SLOs, or instrumenting critical paths.
Profile and resolve bottlenecks and caching gaps.
Traces causal execution flow while coding by reconstructing Command → Validation → Events → State → Projections from real artifacts using terminal access. Automatically used after changes to event emission, ord...
Expert on containerization, Dockerfiles, and orchestration.
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile...
Comprehensive DAPR (Distributed Application Runtime) skill for building distributed microservices from hello world to professional production systems. Provides guidance on DAPR setup, building blocks (service i...
Kubernetes operations, deployment patterns, and cloud-native best practices. Auto-triggers when working with containers, K8s manifests, or cloud infrastructure.
Robust Rust patterns for file-backed data, parsing, persistence, FFI boundaries, and system integration. Use when writing Rust that handles file formats, subprocess integration, PID/process management, Serde se...
Apply Model-First Reasoning (MFR) to code generation tasks. Use when the user requests "model-first", "MFR", "formal modeling before coding", "model then implement", or when tasks involve complex logic, state m...
Testing strategies, patterns, and best practices across test types. Auto-triggers when writing tests, setting up test infrastructure, or improving test coverage.
Tools to enforce code cleanliness, reduce technical debt, and maintain architectural standards.
Design and scaffold microservices with service mesh, API gateway, and resilience patterns.
Enforces and validates temporal and phase boundaries while coding by inspecting real event/state artifacts via terminal access. Automatically used whenever code affects time, ticks, phases, windows, or lifecycl...
Implement only after a validated/approved plan. Use for coding: small diffs, frequent tests, no refactors, stop on ambiguity.
RESTful API and GraphQL design best practices. Auto-triggers when designing endpoints, handling HTTP methods, or structuring API responses.
Prevents MVP scope creep based on this project's constraints. Use during early design.
Navigate between MyBatis Mapper Java interfaces and their corresponding XML mapper files. Use this skill when working with MyBatis mappers, when you need to find the XML file for a Java mapper interface, or whe...
Modern React component architecture and composition patterns.
Module organization, Dependency Injection patterns, and Project Structure.
Controller/Service separation and Custom Decorators.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。