GitHub
map-codebase
Mapping and understanding existing codebases
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lifestyle architecture patterns AI Skills
Discover lifestyle architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: lifestyle architecture patterns
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GitHub
implementation-review
Expert implementation reviewer that compares implementations against their approved plans. Verifies completeness, correctness, and quality. Produces structured verdicts.
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GitHub
rca-analysis
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...
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GitHub
observability-troubleshooting
Add or improve observability (logs, metrics, traces, alerts) and troubleshoot production or performance issues. Use when diagnosing incidents, defining SLOs, or instrumenting critical paths.
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GitHub
performance-optimizer
Profile and resolve bottlenecks and caching gaps.
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GitHub
event-flow-tracer
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...
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GitHub
consult-docker-expert
Expert on containerization, Dockerfiles, and orchestration.
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GitHub
security-review
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.
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GitHub
docker-expert
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...
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GitHub
dapr
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...
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GitHub
k8s-operations
Kubernetes operations, deployment patterns, and cloud-native best practices. Auto-triggers when working with containers, K8s manifests, or cloud infrastructure.
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GitHub
rust
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...
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GitHub
model-first-reasoning
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...
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GitHub
testing-patterns
Testing strategies, patterns, and best practices across test types. Auto-triggers when writing tests, setting up test infrastructure, or improving test coverage.
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GitHub
code-quality-refactoring
Tools to enforce code cleanliness, reduce technical debt, and maintain architectural standards.
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GitHub
microservices-architect
Design and scaffold microservices with service mesh, API gateway, and resilience patterns.
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GitHub
temporal-boundary-enforcer
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...
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GitHub
agent-ops-implementation
Implement only after a validated/approved plan. Use for coding: small diffs, frequent tests, no refactors, stop on ambiguity.
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GitHub
api-design
RESTful API and GraphQL design best practices. Auto-triggers when designing endpoints, handling HTTP methods, or structuring API responses.
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GitHub
mvp-scope-guard
Prevents MVP scope creep based on this project's constraints. Use during early design.
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GitHub
mybatis-mapper-navigation
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...
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GitHub
react-component-patterns
Modern React component architecture and composition patterns.
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GitHub
nestjs-architecture
Module organization, Dependency Injection patterns, and Project Structure.
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GitHub
nestjs-controllers-services
Controller/Service separation and Custom Decorators.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.