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Deep dive into framework internals.

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framework-internals
491

csharp-async

Get best practices for C# async programming

foxminchan
foxminchan
development
open
framework-internals
483

better-result-adopt

Migrate codebase from try/catch or Promise-based error handling to better-result. Use when adopting Result types, converting thrown exceptions to typed errors, or refactoring existing error handling to railway-oriented programming.

sigle
sigle
development
open
framework-internals
468

check-bounds-safety

Apply type-safe bounds checking patterns using Index/Length types instead of usize. Use when working with arrays, buffers, cursors, viewports, or any code that handles indices and lengths.

r3bl-org
r3bl-org
development
open
framework-internals
464

cy-create-tasks

Decomposes PRDs and TechSpecs into detailed, independently implementable task files with enrichment from codebase exploration. Use when a PRD or TechSpec exists and needs to be broken down into executable tasks, or when task files need enrichment with implementation context. Do not use for PRD creation, TechSpec generation, or direct task execution.

compozy
compozy
development
open
framework-internals
463

build-compiled-extensions

How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source.

A-EVO-Lab
A-EVO-Lab
development
open
framework-internals
459

feature-breakdown

Break down features into implementable tasks

vinilana
vinilana
development
open
framework-internals
456

kotlin-patterns

Coroutine patterns, Flow operators, Jetpack Compose state management, Ktor routing, and Kotlin Multiplatform shared code.

vibeeval
vibeeval
development
open
framework-internals
456

second-order-odes

Problem-solving strategies for second order odes in odes pdes

vibeeval
vibeeval
development
open
framework-internals
456

modular-code

Modular Code Organization

vibeeval
vibeeval
development
open
framework-internals
456

convex-optimization

Problem-solving strategies for convex optimization in optimization

vibeeval
vibeeval
development
open
framework-internals
456

compactness

Problem-solving strategies for compactness in topology

vibeeval
vibeeval
development
open
framework-internals
438

skill-z3-implementation

Implement Z3 constraints. Invoke for Z3-language implementation tasks.

benbrastmckie
benbrastmckie
development
open
framework-internals
438

skill-z3-implementation

Implement Z3 constraints. Invoke for Z3-language implementation tasks.

benbrastmckie
benbrastmckie
development
open
framework-internals
432

stdlib-point-at-infinity

Guidelines for handling point-at-infinity in stdlib circuit types. Use when working on serialization, public inputs, or cycle_group/biggroup code.

AztecProtocol
AztecProtocol
development
open
framework-internals
414

arm-cortex-expert

Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

typescript-pro

Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. Use PROACTIVELY for TypeScript architecture, type inference optimization, or advanced typing patterns.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

java-pro

Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

csharp-pro

Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

c-pro

Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

cpp-pro

Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
framework-internals
414

ml-engineer

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.

Dokhacgiakhoa
Dokhacgiakhoa
development
open
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