framework-internals
0
rust-tooling
Rust development tools including PyO3 bindings, sqlx database access, AGiXT SDK, and Rust-Python interop
FlexNetOS
development
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framework-internals
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ffi-pyo3-maturin
Build or modify the Rust↔Python FFI using PyO3+maturin. Use for binding builds, smoke tests, and boundary validation workflow.
JoernStoehler
development
framework-internals
0
python-performance-patterns
Low-risk Python performance optimization patterns with verified speedups
smith6jt-cop
development
framework-internals
0
binary-parsing-mixed-endian
Parsing binary files with mixed endianness and variable-length records in Python.
YoungY620
development
framework-internals
0
rust-pyo3-function
Implement or modify a Rust function exposed to Python via PyO3 in eo-processor. Use when adding new compute kernels, fixing numerical/shape bugs in the Rust core, or wiring Rust functions into the Python module safely and consistently.
BnJam
development
framework-internals
0
python-developer
Эксперт Python разработки. Используй для Python best practices, async, typing и ecosystem.
dengineproblem
development
framework-internals
0
type-hint-adder
Add comprehensive type hints to Python functions and methods, including PyTorch tensor types. This skill should be used when improving code quality through static type checking or when preparing code for mypy validation.
omriwen
development
framework-internals
0
rust-coder
Rust expert for rainze_core PyO3 module. Use when working on Rust code, performance-critical components, or Python-Rust FFI.
DCRepairCenter
development
framework-internals
0
python-flynt-f-string-converter
Use flynt to convert old Python string formatting to f-strings. Activate when: (1) Converting %-formatting to f-strings, (2) Converting .format() calls to f-strings, (3) Modernizing string concatenation to f-strings, (4) Improving code readability through f-string adoption, or (5) Batch-converting legacy Python codebases.
FlexNetOS
development
framework-internals
0
python-pro
Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use for ML training, analytics tools, performance profiling, or any Python heavy lifting.
ak-eyther
development
framework-internals
0
loop-vectorizer
Convert Python loops to vectorized PyTorch tensor operations for performance. This skill should be used when optimizing computational bottlenecks in PyTorch code during Phase 4 performance optimization.
omriwen
development
framework-internals
0
c-timelog-engineering
High-performance C development for data-intensive systems, with explicit emphasis on time-indexed / log-structured in-memory engines (e.g., Timelog-class designs). Use when building advanced data structures, algorithms, or libraries in C with focus on: memory efficiency, cache locality, immutable segment layouts, atomic publication, snapshot reads, SIMD/bit operations, and (future) Python bindings. Applies to: custom allocators, paged/segment storage, compression and bitmaps, index structures, single-writer/multi-reader concurrency patterns, background maintenance (flush/compaction), and performance-critical library development.
VldChk
development
framework-internals
0
modern-python-stack
Astral社製ツール（uv, Ruff, ty）でPython開発環境を構築。プロジェクト作成、依存関係管理、コード品質改善、CI/CD設定時に使用。
YunosukeYoshino
development
framework-internals
0
refactoring-04-data-io-validation
Use when improving data loading, validation, and IO boundaries in Python research code.
Silviase
development
framework-internals
0
python-pro
Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use for ML training, analytics tools, performance profiling, or any Python heavy lifting.
ak-eyther
development
framework-internals
0
numpy-ufuncs
Universal functions (ufuncs) for vectorization, including reductions, in-place operations, and custom Python-function wrapping. Triggers: ufunc, vectorize, reduce, accumulate, frompyfunc, in-place.
cuba6112
development
framework-internals
0
maturin-debugger
Diagnose and fix maturin build issues for PyO3 Python bindings. Use when encountering problems with maturin develop, missing Python exports, module registration errors, or type stub generation issues. Particularly useful when new PyO3 methods compile but don't appear in Python.
illumination-k
development
framework-internals
0
implementing-python
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
qte77
development