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framework-internals
7

obs-create-filter

OBS用のLuaフィルタープラグインを実装する。シェーダーを使った映像エフェクト(ぼかし、色調変更、歪み、モザイク等)をLuaスクリプトとして作成。「フィルター追加」「新しいフィルターを作りたい」「〇〇エフェクトを実装して」といったリクエストで使用。Luaスクリプト、シェーダーコード、READMEの全てを実装する。

pepabo
pepabo
development
open
framework-internals
7

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.

joncrangle
joncrangle
development
open
framework-internals
6

serena-workflow

Serena MCPを使った実装作業フロー。コード実装/修正タスク時に自動適用。メモリ管理とシンボルレベル操作を含む。

peacock0803sz
peacock0803sz
development
open
framework-internals
6

legacy-migration

This skill should be used when migrating features from src.legacy/ to the new kernel implementation or removing legacy code after reaching feature parity. Use for systematic legacy code removal, updating FEATURE_COMPARISON.md, verifying feature equivalence, and ensuring safe code retirement.

ryanbreen
ryanbreen
development
open
framework-internals
6

memory-safety-patterns

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.

rmyndharis
rmyndharis
development
open
framework-internals
6

linear-subagent-guide

Guides optimal Linear operations usage with caching, performance patterns, and error handling. Auto-activates when implementing CCPM commands that interact with Linear. Prevents usage of non-existent Linear MCP tools.

duongdev
duongdev
development
open
framework-internals
6

os-research

OS kernel research specialist. Use when researching operating system best practices, comparing implementations to Linux/FreeBSD/XNU, evaluating kernel design patterns, or ensuring Breenix follows production kernel conventions.

ryanbreen
ryanbreen
development
open
framework-internals
6

julia-pro

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including package management, scientific computing, and high-performance numerical code. Use PROACTIVELY for Julia development, optimization, or advanced Julia patterns.

rmyndharis
rmyndharis
development
open
framework-internals
5

duckdb-extensions

Building DuckDB loadable extensions with CMake, FetchContent, and proper metadata handling

lawless-m
lawless-m
development
open
framework-internals
5

implementing-functions

Implements functions following project conventions. Applies data-first parameter order, currying patterns with *On and *With variants, and consistent universal operation names.

jasonkuhrt
jasonkuhrt
development
open
framework-internals
5

decomp-permuter

Use the decomp-permuter to automatically find C code variations that match target assembly. Useful when stuck at 99%+ match with stubborn register allocation issues. Invoked with /decomp-permuter <function_name> <scratch_slug> or when manual matching attempts are exhausted.

itsgrimetime
itsgrimetime
development
open
framework-internals
5

kuikly-develop

Kuikly 开发专家,精通 Kuikly 框架设计理念、核心特性和最佳实践

lotosbin
lotosbin
development
open
framework-internals
5

elixir-no-placeholders

PROHIBITS placeholder code, default values that mask missing data, and silent failures. Enforces fail-fast with loud errors. Use when implementing ANY function or data structure.

mkreyman
mkreyman
development
open
framework-internals
5

optimization-theory-expert

Expert in optimization methods covering linear programming, convex optimization, gradient methods, and constrained optimization

sandraschi
sandraschi
development
open
framework-internals
5

environment-specific-bash-mastery

Generate optimized scripts that utilize the specific hardware (cores, GPU, OS) of the execution environment.

Sounder25
Sounder25
development
open
framework-internals
5

corestd-boundary

modules/* の core と std の依存境界を守る依頼で使う。core は no_std のみに依存し、std は std/tokio などに依存できる。テストコードは例外。

j5ik2o
j5ik2o
development
open
framework-internals
5

vela-build

Build Vela RTOS (NuttX-based) with automatic detection of NuttX and Vela-specific targets. Supports CMake+Ninja, Makefile, and Vela envsetup build system (lunch + m).

XuNeo
XuNeo
development
open
framework-internals
5

flecs-dylib-modules

Hot-reloadable Flecs modules as Rust dylibs. Covers module architecture, component vs system modules, and inter-module dependencies.

andrewgazelka
andrewgazelka
development
open
framework-internals
5

attribution-patching

Gradient-based approximation to activation patching for scalable circuit analysis. Use when activation patching is too slow or when analyzing many components simultaneously.

ndif-team
ndif-team
development
open
framework-internals
4

cargo-asm

Inspects generated assembly for Rust functions using cargo-asm. Use when analyzing low-level codegen, verifying SIMD/vectorization, or debugging performance at the instruction level.

onbjerg
onbjerg
development
open
framework-internals
4

explore-feature

Explore how to implement a new SystemVerilog feature in the Lyra compiler. Use when investigating what changes are needed across the compilation pipeline.

hankhsu1996
hankhsu1996
development
open
framework-internals
4

hasktorch-typed

Hasktorch type-safe tensor operations with categorical structure preservation. Use when implementing type-safe deep learning in Haskell, leveraging dependent types for tensor shape verification, applying categorical abstractions to neural network design, or building formally verified ML pipelines with strong type guarantees.

manutej
manutej
development
open
framework-internals
4

sub-agent-delegation

Delegate complex tasks to sub-agents for parallel autonomous work. Use when GPU kernel optimization, numerical correctness verification, performance profiling, or long-running validation would benefit from focused independent execution.

Infatoshi
Infatoshi
development
open
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