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Deep dive into framework internals.

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framework-internals
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realtek

Realtek Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Realtek audio codecs, Ethernet controllers, WiFi ICs, or RealtekHandler.

Cantara
Cantara
development
open
framework-internals
1

collimator

Guide for using Collimator, a profunctor optics library for Lean 4. Use when writing code with lenses, prisms, traversals, or when accessing/modifying nested data structures.

nathanial
nathanial
development
open
framework-internals
1

wch

WCH (Nanjing Qinheng Microelectronics) MPN encoding patterns, suffix decoding, and handler guidance. Use when working with WCH RISC-V MCUs, USB interface chips, or WCHHandler.

Cantara
Cantara
development
open
framework-internals
1

fiber-scheduling-theory

Apply deep knowledge of Fiber scheduling to reason about rendering priorities, preemption, and starvation avoidance.

harborgrid-justin
harborgrid-justin
development
open
framework-internals
1

convert-python-erlang

Convert Python code to idiomatic Erlang. Use when migrating Python projects to Erlang, translating Python patterns to idiomatic Erlang, or refactoring Python codebases for fault-tolerance, distributed computing, and concurrency. Extends meta-convert-dev with Python-to-Erlang specific patterns.

aRustyDev
aRustyDev
development
open
framework-internals
1

ebpf-packet-parser

Generate verifier-safe packet parsing logic for eBPF programs including bounds checking, header extraction (Ethernet, IPv4/IPv6, TCP/UDP, ICMP), protocol identification, and proper pointer arithmetic. Use when implementing packet inspection or manipulation in CNFs.

cassamajor
cassamajor
development
open
framework-internals
1

rust-pro

Expert Rust developer specializing in ownership semantics, zero-cost abstractions, and idiomatic patterns. This skill should be used PROACTIVELY when working on any Rust code - implementing features, debugging borrow checker issues, optimizing performance, or reviewing code quality. Use unless a more specific subagent role applies.

rbergman
rbergman
development
open
framework-internals
1

rust-performance

High-performance Rust optimization. Profiling, benchmarking, SIMD, memory optimization, and zero-copy techniques. Focuses on measurable improvements with evidence-based optimization.

terraphim
terraphim
development
open
framework-internals
1

convert-roc-elixir

Convert Roc code to idiomatic Elixir. Use when migrating Roc platform-based applications to Elixir/BEAM, translating statically-typed functional code to dynamic functional style, or refactoring compile-time verified patterns to leverage Elixir's actor model and OTP. Extends meta-convert-dev with Roc-to-Elixir specific patterns.

aRustyDev
aRustyDev
development
open
framework-internals
1

convert-python-roc

Convert Python code to idiomatic Roc. Use when migrating Python projects to Roc, translating Python patterns to idiomatic Roc, or refactoring Python codebases for type safety, functional purity, and native performance. Extends meta-convert-dev with Python-to-Roc specific patterns.

aRustyDev
aRustyDev
development
open
framework-internals
1

sitronix

Sitronix Technology MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Sitronix display controllers or SitronixHandler.

Cantara
Cantara
development
open
framework-internals
1

feature-explorer

Discovers KrakenD features, checks edition availability (CE vs EE), and provides implementation examples

krakend
krakend
development
open
framework-internals
1

rust-gpu-scheduling

Implement GPU scheduling with VRAM budgets, work queues, and model lifecycle management. Use when building ML pipeline orchestrators.

gar-ai
gar-ai
development
open
framework-internals
1

trait-generics

Master Rust traits, generics, and type system

pluginagentmarketplace
pluginagentmarketplace
development
open
framework-internals
1

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.

sidetoolco
sidetoolco
development
open
framework-internals
1

corregir-graficos

Ejecuta 📚 SUBFASE 3A para errores gráficos - Corrección basada en ejemplos funcionales.

alvaretto
alvaretto
development
open
framework-internals
1

nethercore-optimization

Optimization techniques for Nethercore games. Triggers on "optimize", "reduce size", "wasm-opt", "compress", "LTO", "asset compression", "state size". **Load references when:** - Detailed techniques -> `references/optimization-techniques.md`

nethercore-systems
nethercore-systems
development
open
framework-internals
1

logicic

Use when working with 74xx and CD4xxx series logic ICs - standard TTL/CMOS logic gates, flip-flops, counters, decoders, multiplexers. Includes technology families (LS, HC, HCT, AC, AHC) and LogicICHandler guidance.

Cantara
Cantara
development
open
framework-internals
1

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
1

puya

Puya Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Puya SPI NOR Flash memory components or PuyaHandler.

Cantara
Cantara
development
open
framework-internals
1

patternsvtable

Vtable Pattern (C-Specific) pattern for C development

mgreenly
mgreenly
development
open
framework-internals
1

burn-contrib

This skill should be used when the user asks about "contributing to Burn", "adding an operation", "burn internals", "burn-tensor", "burn-autodiff", "ONNX converter", "NodeProcessor", or Burn framework development.

johnzfitch
johnzfitch
development
open
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