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Deep dive into framework internals.

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framework-internals
36

prototype

Objects clone from prototypes, not instances from classes

SimHacker
SimHacker
development
open
framework-internals
36

how-to-do-bitwise-operations-in-dart

Explore Dart's bitwise operations for both integers and booleans, including AND, OR (inclusive & exclusive), NAND, NOR, and XNOR, with practical code examples.

rodydavis
rodydavis
development
open
framework-internals
36

various-ways-to-invoke-functions-in-dart

Discover the surprising flexibility of calling Dart functions, including mixed positional and named arguments, the `.call` operator, and dynamic invocation with `Function.apply`.

rodydavis
rodydavis
development
open
framework-internals
36

kmp-networking

Ktor client for Kotlin Multiplatform. Shared networking layer with platform-specific engines (OkHttp for Android, Darwin for iOS).

ahmed3elshaer
ahmed3elshaer
development
open
framework-internals
36

mobile-compaction

Context compaction strategies for large Android codebases. Optimize token usage while preserving critical context.

ahmed3elshaer
ahmed3elshaer
development
open
framework-internals
36

embedded-iot

Embedded systems firmware, microcontrollers (ESP32, STM32, Arduino, Raspberry Pi), RTOS (FreeRTOS, Zephyr), IoT protocols (MQTT, CoAP, BLE), bare-metal C/C++, and hardware peripheral interfaces (I2C, SPI, UART, GPIO). Use when developing firmware, working with microcontrollers, or building IoT devices.

travisjneuman
travisjneuman
development
open
framework-internals
36

modernpython

Use when reviewing Python code for modernization opportunities, writing new Python 3.11+ code to ensure modern patterns, or refactoring legacy code to current idioms. Covers proper types, DRY, SRP, framework patterns, and idiomatic Python improvements.

Jamie-BitFlight
Jamie-BitFlight
development
open
framework-internals
36

mantine-combobox

Build custom dropdown/select/autocomplete/multiselect components using Mantine's Combobox primitives. Use this skill when: (1) creating a new custom select-like component with Combobox primitives, (2) building a searchable dropdown, (3) implementing a multi-select or tags input variant, (4) customizing option rendering, (5) adding custom filtering logic, or (6) any task involving useCombobox, Combobox.Target, Combobox.Option, or Combobox.Dropdown.

mantinedev
mantinedev
development
open
framework-internals
35

dpla-orchestrator

Run or monitor the DPLA Python ingest orchestrator. Use when the user says run orchestrator, parallel ingest, ingest status, run hubs, orchestrator dry-run, or retry failed hubs. Covers venv, main entry point, status script, and logs.

dpla
dpla
development
open
framework-internals
35

go

Expert Go programming skill authored by spf13 (former Go team lead, author of Cobra, Viper, Hugo, Afero). Covers idiomatic Go — package design, error handling, interfaces, concurrency, testing, and project layout. Use when writing, reviewing, or refactoring any Go code.

spf13
spf13
development
open
framework-internals
35

dpla-orchestrator

Run or monitor the DPLA Python ingest orchestrator. Use when the user says run orchestrator, parallel ingest, ingest status, run hubs, orchestrator dry-run, or retry failed hubs. Covers venv, main entry point, status script, and logs.

dpla
dpla
development
open
framework-internals
35

cats-mtl-typed-errors

Scala typed errors with Cats MTL Raise/Handle and allow/rescue. Use for designing custom domain error types without EitherT, while keeping Cats Effect and ecosystem composition. Covers Scala 2/3 syntax and IO-only or F[_] usage.

alexandru
alexandru
development
open
framework-internals
35

arrow-typed-errors

Kotlin + Arrow typed error handling using Raise DSL and wrapper types (Either/Option/Ior/Result/nullable), including validation with accumulation, interop with exceptions, and custom error wrappers. Use for designing or refactoring error modeling, converting exception-based flows, building smart constructors, accumulating validation errors, or integrating Outcome/Progress-style wrappers with Arrow.

alexandru
alexandru
development
open
framework-internals
34

model-quantization

Expert skill for AI model quantization and optimization. Covers 4-bit/8-bit quantization, GGUF conversion, memory optimization, and quality-performance tradeoffs for deploying LLMs in resource-constrained JARVIS environments.

martinholovsky
martinholovsky
development
open
framework-internals
34

orklev2-ci

Answer questions about orkid's ComputeInterface (CI), compute shader dispatch, indirect dispatch, SSBO binding for compute, memory barriers, image/sampler binding, dispatch phases, and PyTorch tensor integration. Use when the user asks about compute shaders, GPU compute, or dispatch.

tweakoz
tweakoz
development
open
framework-internals
34

orklev2-fxi

Answer questions about orkid's FxInterface (FXI), shader loading, technique/pass management, parameter binding (scalar/vector/matrix/texture), uniform blocks (UBO), storage buffers (SSBO), descriptor sets, raster state, compute shader access, and Python FXI bindings. Use when the user asks about shader binding, FXI, parameter upload, or uniform/storage buffers.

tweakoz
tweakoz
development
open
framework-internals
33

compiler-dev

编译器后端开发专家,专注于IR、CFG、SSA、数据流分析和优化Pass。

whtoo
whtoo
development
open
framework-internals
33

python-coder

Modern Python 3.12+ development with uv, ruff, and production-ready practices. Routes to specialized skills for frameworks and testing.

majesticlabs-dev
majesticlabs-dev
development
open
framework-internals
33

autocompact-circuit-breaker

Break the autocompact retry loop after several consecutive failures to avoid hammering shared APIs.

ychampion
ychampion
development
open
framework-internals
33

legacy-wire-name-compat-translation

Translate renamed internal identifiers back to their legacy wire names at serialization boundaries so patch-level consumers keep working until the planned version cutoff.

ychampion
ychampion
development
open
framework-internals
33

spec-driven-development

Specs ejecutables para desarrolladores humanos y agentes Claude

gonzalezpazmonica
gonzalezpazmonica
development
open
framework-internals
33

k8s-workflow

Agent contract and fast dev loop for K8s operator development

Sagart-cactus
Sagart-cactus
development
open
framework-internals
33

legacy-wire-name-compat-translation

Translate renamed internal identifiers back to their legacy wire names at serialization boundaries so patch-level consumers keep working until the planned version cutoff.

ychampion
ychampion
development
open
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