GitHub
method
Create a new skill that encodes a team’s bead-implementation method and packages it as a .skill. Use only when the user explicitly says "$method".
☆ 37View skill
tools framework internals AI Skills
Discover tools framework internals skills, compare source repositories and read the instructions for each workflow.
Categories: tools framework internals
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nix-best-practices
Nix patterns for flakes, overlays, unfree handling, and binary overlays. Use when working with flake.nix or shell.nix.
☆ 35View skill
GitHub
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。
☆ 33View skill
GitHub
vm-dev
虚拟机开发专家，专注于字节码、指令、栈帧、内存管理和垃圾回收。
☆ 33View skill
GitHub
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...
☆ 32View skill
GitHub
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...
☆ 32View skill
GitHub
dx-optimizer
Expert developer experience optimizer specializing in build performance, tooling efficiency, and workflow automation. Masters development environment optimization with focus on reducing friction, accelerating f...
☆ 32View skill
GitHub
mise
Expert in mise—a fast, flexible polyglot runtime and task manager. Specializes in tool version management, environment variable control, task automation, and shell integration across development workflows.
☆ 32View skill
GitHub
performance-optimization
Optimize performance for memory, CPU, network, and rendering. Use when improving FPS, reducing memory usage, or fixing performance bottlenecks.
☆ 32View skill
GitHub
octave-mastery
Advanced semantic vocabulary and architectural patterns for the OCTAVE format. REQUIRES octave-literacy to be loaded first
☆ 31View skill
GitHub
octave-compression
Specialized workflow for transforming verbose natural language into semantic OCTAVE structures. REQUIRES octave-literacy to be loaded first
☆ 31View skill
GitHub
octave-literacy
Fundamental reading and writing capability for the OCTAVE format. Basic structural competence without full architectural specifications
☆ 31View skill
GitHub
shadertoy
This skill should be used when working with Shadertoy shaders, GLSL fragment shaders, or creating procedural graphics for the web. Use when writing .glsl files, implementing visual effects, creating generative...
☆ 30View skill
GitHub
shader-programming
Expert knowledge for GPU shader development across GLSL, HLSL, ShaderLab, and compute shadersUse when "write shader, shader code, GLSL, HLSL, ShaderLab, vertex shader, fragment shader, pixel shader, compute sha...
☆ 30View skill
GitHub
rust-craftsman
Systems programming specialist for Rust, ownership model, memory safety, concurrency, and performance optimizationUse when "rust, cargo, ownership, borrowing, lifetimes, rustc, tokio, async rust, memory safety,...
☆ 30View skill
GitHub
embedded-systems
Patterns for embedded software development including real-time systems, memory management, hardware abstraction, interrupt handling, and debugging techniques for resource-constrained environments. Use when ", "...
☆ 30View skill
GitHub
fpga-design
Patterns for FPGA development including RTL design (Verilog/VHDL), timing closure, clock domain crossing, high-level synthesis, and verification. Covers both traditional HDL and modern HLS approaches. Use when...
☆ 30View skill
GitHub
strategic-compact
Strategic compaction skill: suggests context compression at logical breakpoints. Use to suggest compaction at logical intervals during development sessions.
☆ 29View skill
GitHub
pymoo
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
☆ 26View skill
GitHub
backend-safety-integrator
Guide for integrating safety validation into new inference backends
☆ 25View skill
GitHub
performance-optimizer
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottlene...
☆ 25View skill
GitHub
performance-optimizer
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottlene...
☆ 25View skill
GitHub
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 JARVI...
☆ 25View skill
GitHub
idiomatic-rust
Idiomatic Rust patterns for pikru C port. Use when writing or reviewing Rust code ported from C. Don't write C in Rust - the goal is correct behavior, not line-by-line translation.
☆ 24View skill
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