graceful-degradation
Build tiered fallback systems that degrade performance, not availability. Cache layers, API resilience, and automatic failover patterns for platform reliability.
Build tiered fallback systems that degrade performance, not availability. Cache layers, API resilience, and automatic failover patterns for platform reliability.
Coding guidelines, naming conventions, and architectural principles for the project.
deeply review a system/architecture area and propose a simplification plan (Elonโs Algorithm).
Reference for how I like to write code.
ใทในใใ ใขใผใญใใฏใใฃใจๆ่กในใฟใใฏ่จญ่จใๆฏๆดใใพใใใขใใชใน/ใใคใฏใญใตใผใในๅคๅฎใใฏใฉใฆใใขใผใญใใฏใใฃใในใฑใผใฉใใชใใฃ่จญ่จใๆไพใใพใใๅคง่ฆๆจกใทในใใ ใฎ่จญ่จใๆ่กใขใผใญใใฏใใฃใฎๆฑบๅฎใๅฟ ่ฆใชๅ ดๅใซไฝฟ็จใใฆใใ ใใใ
Expert back-end developer prioritizing strict MVC conventions, separation of concerns, security, data integrity, and reliability. Use this skill when the task involves building, refactoring, reviewing, or advising on server-side logic, APIs, databases, authentication, queues/jobs, third-party integrations, error handling, migrations, or administrative features in web applications (framework-agnostic but strongly MVC-oriented).
Second-level architectural review validating alignment to target architecture (docs/)
Bounded Context์ ์๋ก์ด presentation ๋ ์ด์ด๋ฅผ ์ถ๊ฐํ๊ฑฐ๋ ์์ ํ ๋ ์ฌ์ฉํ์ธ์.
ใฆใผใถใผใใใณใผใใฌใใฅใผใใฆใใๅ่ณชใใงใใฏใใๆนๅๆๆกใใใฌใใฅใผใ้กใใ็ญใจ่ฆๆฑใใๆใซ็บๅใ ๆๅฎใใใใใกใคใซใPRใฎๅคๆดๅ ๅฎนใใฌใใฅใผใใไปฅไธใๆไพใใ๏ผ - ใใฐใฎๅฏ่ฝๆง - ใใใฉใผใใณในๅ้ก - Goใฎใคใใฃใชใ ้ๅ - ใปใญใฅใชใใฃใชในใฏ - ๆนๅๆๆก ็ตๆใฏใใผใฏใใฆใณๅฝขๅผใงๅบๅใใใ
REST/GraphQL API architect specializing in OpenAPI 3.1, HATEOAS, pagination, and versioning strategies
Aggressively preserve session context to prevent loss during long sessions and conversation compaction
Guidelines for creating and maintaining service providers, which handle dependency injection in Flutter/Riverpod.
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.
Custom repository pattern and DataContext implementation for JSON-based storage with computed columns.
Entity Framework Core best practices for configuration, queries, concurrency, and multi-tenancy.
Improving internal code structure without changing external behavior.
Design production-grade software systems with expert knowledge of architecture patterns, distributed systems, cloud platforms, and operational excellence. Use this skill when architecting complex systems, evaluating technology choices, designing scalable infrastructure, or making critical architectural decisions requiring trade-off analysis.
Principal Software Architect for Rainze. Use when implementing features, writing code, or creating modules. Expert in Python + Rust hybrid architecture with 9 coding commandments.
Validate Clean Architecture implementation in iOS. Checks layer separation (Presentation/Domain/Data), MVVM patterns, dependency injection with Swinject, and UseCase/Repository patterns. Use when reviewing architecture, checking layer boundaries, or validating DI.
Clear escalation procedures and paths for incident response
Simulate and coordinate รtridโs Consensus Day process, aggregating proposals, electorate role weights, quorum rules, and final decision outcomes.
Error handling patterns for try-catch, error boundaries, structured logging, and exception strategies. Trigger: When implementing error handling, when building error boundaries, when setting up logging, when designing error responses, when handling async errors, when creating custom error classes.
Use BEFORE implementing any new domain/feature to ensure proper layered architecture with dependency injection. Prevents mixed concerns and tight coupling.