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Deep dive into framework internals.

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framework-internals
132

explicit-configuration

Prefer explicit configuration over framework defaults to prevent environment-dependent failures

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

optimize

Optimize code for performance, readability, or efficiency

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

ruby-oop

Use when working with Ruby's object-oriented programming features including classes, modules, inheritance, mixins, and method visibility.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

rust-ownership-system

Use when Rust's ownership system including ownership rules, borrowing, lifetimes, and memory safety. Use when working with Rust memory management.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-modern-features

Use when modern C++ features from C++11/14/17/20 including auto, lambdas, range-based loops, structured bindings, and concepts.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-templates-metaprogramming

Use when C++ templates and metaprogramming including template specialization, SFINAE, type traits, and C++20 concepts.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

objective-c-blocks-and-gcd

Use when blocks (closures) and Grand Central Dispatch in Objective-C for concurrent programming including block syntax, capture semantics, dispatch queues, dispatch groups, and patterns for thread-safe asynchronous code.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

objective-c-protocols-and-categories

Use when objective-C protocols for defining interfaces and categories for extending classes, including formal protocols, optional methods, class extensions, and patterns for modular, reusable code design.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

nim-c-interop

Use when nim-C interoperability including calling C from Nim, wrapping C libraries, importc/exportc pragmas, header generation, FFI patterns, and building high-performance systems code integrating Nim with existing C codebases.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

lua-c-integration

Use when lua C API for extending Lua with native code including stack operations, calling C from Lua, calling Lua from C, creating C modules, userdata types, metatables in C, and performance optimization techniques.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-modern-features

Use when working with modern C++ codebases requiring features from C++11 to C++23 including lambdas, move semantics, ranges, and concepts.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

lua-tables-patterns

Use when lua tables as the universal data structure including arrays, dictionaries, objects, metatables, object-oriented patterns, data structures, and advanced table manipulation for building flexible, efficient Lua applications.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

c-data-structures

Use when fundamental C data structures including arrays, structs, linked lists, trees, and hash tables with memory-efficient implementations.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

nim-metaprogramming

Use when nim's metaprogramming including macros, templates, compile-time evaluation, AST manipulation, code generation, DSL creation, and leveraging compile-time computation for performance and abstraction in systems programming.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

nim-memory-management

Use when nim's memory management including garbage collection strategies, manual memory control, destructors, move semantics, ref/ptr types, memory safety, and optimization techniques for performance-critical systems programming.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

crystal-macros

Use when implementing compile-time metaprogramming in Crystal using macros for code generation, DSLs, compile-time computation, and abstract syntax tree manipulation.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-templates-metaprogramming

Use when creating generic and type-safe C++ libraries with templates, SFINAE, concepts, and compile-time metaprogramming.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-smart-pointers

Use when C++ smart pointers including unique_ptr, shared_ptr, and weak_ptr for automatic memory management following RAII principles.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

cpp-smart-pointers

Use when managing memory safely in C++ with smart pointers including unique_ptr, shared_ptr, weak_ptr, and RAII patterns.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
132

c-data-structures

Use when implementing data structures in C including arrays, linked lists, trees, and hash tables with manual memory management.

TheBushidoCollective
TheBushidoCollective
development
open
framework-internals
124

torchdrug-english

PyTorch-native Graph Neural Network framework for molecules and proteins. Suitable for building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, and retrosynthesis. If you need pretrained models and diverse feature extractors, use deepchem; if you need benchmark datasets, use pytdc.

aipoch
aipoch
development
open
framework-internals
124

detailed-spec-writing

Transform requirements into precise specifications for coding tasks

liza-mas
liza-mas
development
open
framework-internals
123

trycycle-worktrees

Internal trycycle subskill — do not invoke directly.

danshapiro
danshapiro
development
open
framework-internals
123

trycycle-planning

Internal trycycle subskill — do not invoke directly.

danshapiro
danshapiro
development
open
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