GitHub
ext-outline-plugin
Outline extension implementing protocol for plugin development domain
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testing security framework internals AI Skills
Discover testing security framework internals skills, compare source repositories and read the instructions for each workflow.
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GitHub
crystal-lang
Use this skill when working with the Crystal programming language. Crystal is a statically-typed, compiled language with Ruby-like syntax. It features type inference, null safety, macros, and compiles to effici...
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GitHub
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_allo...
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GitHub
python-performance-patterns
Low-risk Python performance optimization patterns with verified speedups
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GitHub
windows-cupy-nvrtc
Fix CuPy NVRTC compilation errors on Windows. Trigger: NVRTC_ERROR_BUILTIN_OPERATION_FAILURE, nvrtc-builtins64 not found
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GitHub
pytorch-common-pitfalls
Fix common PyTorch bugs: percentile calculations, LayerNorm for Conv1d, buffer edge cases. Trigger when writing PyTorch code for RL or neural networks.
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GitHub
gpu-parallel-scheduling
GPU-safe parallel processing patterns for KINTSUGI to prevent OOM crashes and ensure Jupyter-compatible progress output
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GitHub
gpu-quality-priority
KINTSUGI processing principles: Never sacrifice quality for speed, always use GPU when available. Trigger: performance optimization, CPU/GPU choice, fast mode, quality vs speed.
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GitHub
gpu-memory-cleanup
Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup
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GitHub
mt5-bridge-connectivity
Foundation layer for identity verification, noise filtering, and environment awareness.
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GitHub
performance-analyzer
Analyze code performance, detect bottlenecks, suggest optimizations for algorithms, queries, and resource usage. Use when improving application performance or investigating slow code.
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GitHub
rust-wasm-optimization
Optimize Rust code for WebAssembly compilation and runtime performance. Use when building WASM applications, optimizing binary size, or improving WASM runtime performance.
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GitHub
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 -> `refere...
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GitHub
dspy-code
Specialized AI assistant for DSPy development with deep knowledge of predictors, optimizers, adapters, and GEPA integration. Provides session management, codebase indexing, and command-based workflows.
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GitHub
learn
Recursive self-improving holon λ(ο,Κ,Σ).τ' for knowledge compounding and schema evolution. USE WHEN learning, improving, optimizing, assessing, reflecting, debugging, synthesizing, or refining—whether human, AI...
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GitHub
think
Cognitive enhancement toolkit combining non-linear reasoning, mental models, and literate programming. Use for complex analysis, system design, debugging, deep learning, and research workflows.
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GitHub
refactor
Meta-cognitive architecture optimization skill. Use when the user asks to "refactor the architecture", "optimize claude code", "evaluate components", or "run architecture audit". Also triggers automatically eve...
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GitHub
ultrawork
Metasuperhypergraph orchestrator with fractal scale-invariant recursion. Activates maximum performance mode through renormalization-group optimization, power-law resource allocation, and homoiconic self-improve...
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GitHub
thinktank-review
Full-context code review with multi-pass synthesis
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GitHub
rust-performance
High-performance Rust optimization. Profiling, benchmarking, SIMD, memory optimization, and zero-copy techniques. Focuses on measurable improvements with evidence-based optimization.
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GitHub
transmissions-processor
Guide for creating custom Transmissions processors with factory registration for core and remote development
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GitHub
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。
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GitHub
juce-audio-graphics-architect
Advanced JUCE audio DSP, real-time analysis, and interactive graphics for plugin development. Use when building AU/VST3 plugins, adding DSP chains (reverb/delay/physical modeling), implementing FFT or audio-rea...
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GitHub
takum-arithmetic
Implement and understand Takum arithmetic - a logarithmic tapered-precision number format using base √e. Use when working with numerical precision, floating-point alternatives, scientific computing, or implemen...
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