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Deep dive into framework internals.

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framework-internals
17

moai-lang-language-slug

{{LANGUAGE_NAME}} best practices with modern frameworks, {{PRIMARY_DOMAIN}}, and performance optimization for 2025

diegosouzapw
diegosouzapw
development
open
framework-internals
17

rc-submarine-controller

Development skill for building a Raspberry Pi Pico-based RC submarine controller with ballast control, depth hold, pitch stabilization, and failsafe protection. Use when working on embedded C firmware for RP2040, implementing PID controllers, writing sensor drivers (pressure, IMU), PWM capture/output, dual-core safety-critical systems, or any task related to the RC submarine project. Also triggers for Power of 10 coding standards, Pico SDK usage, and underwater vehicle control systems.

diegosouzapw
diegosouzapw
development
open
framework-internals
17

ucp-schema-authoring

Author custom UCP schemas and extensions — create capability schemas, extension schemas, and type definitions using JSON Schema 2020-12 composition. Use when extending UCP with custom capabilities or building domain-specific extensions.

OrcaQubits
OrcaQubits
development
open
framework-internals
15

moai-lang-cpp

Modern C++ (C++23/C++20) development specialist covering RAII, smart pointers, concepts, ranges, modules, and CMake. Use when developing high-performance applications, games, system software, or embedded systems.

modu-ai
modu-ai
development
open
framework-internals
15

moai-lang-rust

Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAssembly.

modu-ai
modu-ai
development
open
framework-internals
15

matlab-performance-optimizer

Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues, speed improvements, or asks to make code faster or more efficient.

matlab
matlab
development
open
framework-internals
14

v-evolve

Self-improvement engine. Creates new capabilities when needed. Never stays limited.

kks0488
kks0488
development
open
framework-internals
13

oxcaml

Working with the OxCaml extensions to OCaml. Use when the oxcaml compiler is available and you need high-performance, unboxing, stack allocation, data-race-free parallelism.

avsm
avsm
development
open
framework-internals
12

agent-embedded-systems

Expert embedded systems engineer specializing in microcontroller programming, RTOS development, and hardware optimization. Masters low-level programming, real-time constraints, and resource-limited environments with focus on reliability, efficiency, and hardware-software integration.

Tony363
Tony363
development
open
framework-internals
12

agent-cpp-pro

Expert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Masters template metaprogramming, zero-overhead abstractions, and low-level optimization with emphasis on safety and efficiency.

Tony363
Tony363
development
open
framework-internals
11

mojo-simd-optimize

Apply SIMD optimizations to Mojo code for parallel computation. Use when optimizing performance-critical tensor and array operations.

mvillmow
mvillmow
development
open
framework-internals
11

zig-expert

Write idiomatic Zig code following the Zen of Zig philosophy. Use for systems programming with Zig (.zig files), covering manual memory management with allocators, error unions and explicit error handling, compile-time programming (comptime), data-oriented design, and the new async/Io model. Applies functional programming parallels (Result types, ADTs, explicit effects) for C-free systems development.

srdjan
srdjan
development
open
framework-internals
9

work-toward-parity

Use this skill to make a the behavior of our builtins match that of TCL.

feather-lang
feather-lang
development
open
framework-internals
9

typeclass-design

Implement typeclasses with curried signatures and dual APIs for both data-first and data-last usage

front-depiction
front-depiction
development
open
framework-internals
9

test-map-with-args

Tests map primitive with additional operation arguments

bdambrosio
bdambrosio
development
open
framework-internals
8

rust-systems-engineering

Expert-level Rust systems programming for high-performance, critical systems like Reth (Ethereum execution client). Use when working on: performance optimization, systems-level code, blockchain execution layers, memory-critical paths, concurrent systems, or production-grade infrastructure requiring staff engineer precision. Specializes in: allocation reduction, redundancy elimination, prefetching, parallelization, and simplicity-first optimization.

yongkangc
yongkangc
development
open
framework-internals
8

multi-agency-orchestrator

Coordinate operations across RIM, CKVC, BOM, JPAL, JLI, JAP, LAS, RMQB agencies

jgtolentino
jgtolentino
development
open
framework-internals
8

k-fencore

Context for FenCore - the pure logic library for WoW addons. Covers utility functions, math helpers, table operations, and environment detection. Load this when working with FenCore or needing utility functions. Triggers: fencore, utility, math, table, logic, pure functions.

Falkicon
Falkicon
development
open
framework-internals
8

deprecated

This skill triggers when any cpython-skills skill is requested. The cpython-skills plugin has been renamed to cpython for simpler invocation.

gpshead
gpshead
development
open
framework-internals
7

prompt-optimization

Model-agnostic prompt analysis and optimization patterns based on 2025-2026 research. Use when analyzing prompts for issues or generating optimized versions. Provides 8 patterns (BP-001 through BP-008) and 3-step optimization flow.

shinpr
shinpr
development
open
framework-internals
7

reviewing-platform-abstraction

Validates platform abstraction compliance - ensures rendering code uses IRendererAPI interfaces, no direct OpenGL in engine core, proper namespace isolation. Reviews graphics features and guides alternative backend implementation.

kateusz
kateusz
development
open
framework-internals
7

rdos-rust-patterns

Rust best practices and overall approach for R-DOS development. Use when writing Rust code, implementing features, handling errors, or structuring code in the R-DOS codebase.

thrashr888
thrashr888
development
open
framework-internals
7

functype-developer

Assist contributors working on the functype library codebase. Use this skill when creating new data structures, implementing functional interfaces (Functor, Monad, Foldable), adding tests, debugging library internals, or understanding functype's Scala-inspired architecture patterns including the Base pattern, HKT system, and Companion utilities.

jordanburke
jordanburke
development
open
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