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Deep dive into framework internals.

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framework-internals
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flight-computer

Flight computer subproject context. Use when working in the flight_computer package, camera capture, video processing, audio recording, or high-level mission logic.

njfdev
njfdev
development
open
framework-internals
1

rust-memory

Minimize allocations and cloning using references, Cow, and smart pointers. Use when optimizing hot paths or memory-constrained code.

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

openfeature-sdk-dev

Develop OpenFeature SDK implementations from the specification. Use when implementing the OpenFeature spec in a new language, extending existing SDKs with new features, building custom providers, or contributing to official SDK repositories.

aRustyDev
aRustyDev
development
open
framework-internals
1

novatek

Novatek Microelectronics MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Novatek display driver components or NovatekHandler.

Cantara
Cantara
development
open
framework-internals
1

rust-iterators

Leverage iterator chains for efficient, lazy data processing without intermediate allocations. Use when processing collections.

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

torex

Torex Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Torex power management ICs.

Cantara
Cantara
development
open
framework-internals
1

thinktank-review

Full-context code review with multi-pass synthesis

phrazzld
phrazzld
development
open
framework-internals
1

zrl-custom-factors

This skill should be used when creating custom factors for Zipline Pipeline. It provides patterns for implementing CustomFactor classes, handling windowed computations, multiple inputs/outputs, and efficient numpy operations.

JeanBaissari
JeanBaissari
development
open
framework-internals
1

rust-pyo3-bridge

Bridge Rust and Python using PyO3 with proper GIL handling and async compatibility. Use when integrating Python ML models or libraries.

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

yangjie

Yangjie Technology MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Yangjie diodes, transistors, or YangjieHandler.

Cantara
Cantara
development
open
framework-internals
1

ai-accelerators

AI hardware accelerators including GPUs, TPUs, custom silicon, and hardware-aware optimization strategies for ML workloads.

doanchienthangdev
doanchienthangdev
development
open
framework-internals
1

oxcaml-development

Use when writing applications in OxCaml, using modes (local, portable, contended), unboxed types (float#, int32#, I64, I32, F64, UFO), SIMD vectors, stack allocation, immutable arrays, labeled tuples, zero_alloc annotations, or ppx_optional. Use for high-performance OCaml code, parallel programming, or memory-efficient data structures.

matthewelse
matthewelse
development
open
framework-internals
1

nuvoton

Nuvoton Technology MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Nuvoton MCUs, audio codecs, TPM chips, or NuvotonHandler.

Cantara
Cantara
development
open
framework-internals
1

edge-deployment

Edge deployment strategies including mobile optimization, embedded systems, TFLite, Core ML, and resource-constrained inference.

doanchienthangdev
doanchienthangdev
development
open
framework-internals
1

state-reconciliation-semantics

Master the internal fiber reconciliation algorithm to predict and optimize render operations at a highly granular level.

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

python-performance

Master Python optimization techniques, profiling, memory management, and high-performance computing

pluginagentmarketplace
pluginagentmarketplace
development
open
framework-internals
1

advanced-topics

Explore advanced CS topics including advanced data structures, parallel computing, security, functional programming, and quantum computing.

pluginagentmarketplace
pluginagentmarketplace
development
open
framework-internals
1

python-dev

Python開発支援(FastAPI/Pydantic/uv)。 型ヒント、ruff、mypyでモダンPython開発をガイド。

sk8metalme
sk8metalme
development
open
framework-internals
1

calculate

Perform basic arithmetic operations.

mdpman2
mdpman2
development
open
framework-internals
1

mcp-serena-fast-ops

Fast code operations using Serena MCP (1-3s) for symbol search, memory read/write, and basic code editing in LoRAIro project

NEXTAltair
NEXTAltair
development
open
framework-internals
1

convert-roc-erlang

Convert Roc code to idiomatic Erlang. Use when migrating Roc projects to Erlang/OTP, translating functional patterns to process-based architectures, or refactoring Roc codebases. Extends meta-convert-dev with Roc-to-Erlang specific patterns.

aRustyDev
aRustyDev
development
open
framework-internals
1

allegro

Allegro MicroSystems MPN encoding patterns, suffix decoding, and handler guidance. Use when working with current sensors, motor drivers, or Hall effect sensors.

Cantara
Cantara
development
open
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