query-sub-agent
ๅฐ่ฒฌ่็ IDF (Information Display Frame) ้กๅ็้ๆฑใ่ฎๅ่ฆๆ ผ็ฎ้็ตๆง๏ผ็ๆ/ๅฏฉๆฅ Query Side ่จญ่จ่ๅฏฆไฝใๆฏๆด JavaใTypeScriptใGo ๅค่ช่จใ
ๅฐ่ฒฌ่็ IDF (Information Display Frame) ้กๅ็้ๆฑใ่ฎๅ่ฆๆ ผ็ฎ้็ตๆง๏ผ็ๆ/ๅฏฉๆฅ Query Side ่จญ่จ่ๅฏฆไฝใๆฏๆด JavaใTypeScriptใGo ๅค่ช่จใ
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Master Swift concurrency - async/await, actors, structured concurrency, Sendable, TaskGroups
Generalization and composition of constraints across navigators
Feature-Sliced Design (FSD) architectural methodology for frontend applications. Use this when structuring code, creating new features, refactoring folder structure, or ensuring proper layer/slice/segment organization. Triggers on tasks involving project structure, file organization, module dependencies, or architectural decisions.
Microservices architecture patterns and best practices. Use when designing distributed systems, breaking down monoliths, or implementing service communication.
Demonstrates skill structure with progressive disclosure and best practices for skill development
Segal types for synthetic โ-categories. Binary composites exist uniquely
Anoma intent-centric architecture for cross-chain obstruction passing with Geb semantics and Juvix compilation
Detect and avoid unnecessary interface abstractions
Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (โฏ,โญ,ส) and Riley's linear modality (โฎ) for quantum-classical bridging.
Production reliability patterns including circuit breakers with exponential backoff, graceful shutdown management with signal handling, retry logic with jitter, rate limiting with token bucket, and security best practices. Use when hardening services for production, implementing fault tolerance, adding retry logic, or ensuring graceful degradation.
Universal coding principles and best practices for maintainable software
Guides users on modern async patterns including native async fn in traits, async closures, and avoiding async-trait when possible. Activates when users work with async code.
Software design patterns for architecture, components, databases, and APIs
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Use when adding error handling - exception patterns, HTTP codes, domain exceptions
[Code Quality] Extracts methods, classes, or modules to reduce complexity and improve isolation. Use when functions are too long, classes have too many responsibilities, or concerns are mixed.
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible | ็กๅนใชใใผใฟใๅฎ่กใฎๆทฑใ้จๅใง้ๅฎณใๅผใ่ตทใใๅ ดๅใ่คๆฐใฎใทในใใ ๅฑคใงใฎๆค่จผใๅฟ ่ฆใช้ใซไฝฟ็จ - ใใผใฟใ้้ใใใในใฆใฎๅฑคใงๆค่จผใใใใฐใๆง้ ็ใซไธๅฏ่ฝใซใใ
sync.WaitGroup and sync.Mutex patterns
Janus and reversible languages: run programs backwards, time-symmetric computation.