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Implementing Python | Skills Pool

技能档案

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.

qte770 星标2026年1月26日

职业
分类: 框架内部

技能内容

Python Implementation

Target: $ARGUMENTS

Creates focused, streamlined Python implementations following architect specifications exactly. No over-engineering.

Python Standards

See docs/best-practices/python-best-practices.md for comprehensive Python guidelines.

Workflow

Read architect specifications from provided documents
Validate scope - Simple (100-200 lines) vs Complex (500+ lines)
Study existing patterns in src/ structure
Implement minimal solution matching stated functionality
Create focused tests matching task complexity
Run make validate and fix all issues

Implementation Strategy

相关技能

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Implementing Python

npx skillvault add qte77/qte77-rdi-agentbeats-mas-graphjudge-claude-skills-implementing-python-skill-md

下载 Skill 打开源码仓库

作者: qte77
星标: 0
更新时间: 2026年1月26日
职业

本页内容

01Python Implementation

Simple Tasks: Minimal functions, basic error handling, lightweight dependencies, focused tests

Complex Tasks: Class-based architecture, comprehensive validation, necessary dependencies, full test coverage

Always: Use existing project patterns, pass make validate

Output Standards

Simple Tasks: Minimal Python functions with basic type hints Complex Tasks: Complete modules with comprehensive testing All outputs: Concise, streamlined, no unnecessary complexity

Quality Checks

Before completing any task:

make validate

All type checks, linting, and tests must pass.

02

Python Standards

04Implementation Strategy

05Output Standards

06Quality Checks

软件开发人员

Pytorch Patterns

PyTorch深度学习模式与最佳实践，用于构建稳健、高效且可复现的训练流程、模型架构和数据加载。

Regex Vs Llm Structured Text

选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度的边缘情况下添加大型语言模型。

Effect

Answer questions about the Effect framework

anomalyco145.4k

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How to add or modify Next.js experimental feature flags end-to-end. Use when editing config-shared.ts, config-schema.ts, define-env-plugin.ts, next-server.ts, export/worker.ts, or module.compiled.js. Covers type declaration, zod schema, build-time injection, runtime env plumbing, and the decision between runtime env-var branching vs separate bundle variants.

WPF to WinUI 3 Migration Skill

Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK). Use when asked to migrate WPF code, convert WPF XAML to WinUI, replace System.Windows namespaces with Microsoft.UI.Xaml, update Dispatcher to DispatcherQueue, replace DynamicResource with ThemeResource, migrate imaging APIs from System.Windows.Media.Imaging to Windows.Graphics.Imaging, convert WPF Window to WinUI Window, migrate .resx to .resw resources, migrate custom Observable/RelayCommand to CommunityToolkit.Mvvm source generators, handle WPF-UI (Lepo) to WinUI native control migration, or fix installer/build pipeline issues after migration. Keywords: WPF, WinUI, WinUI3, migration, porting, convert, namespace, XAML, Dispatcher, DispatcherQueue, imaging, BitmapImage, Window, ContentDialog, ThemeResource, DynamicResource, ResourceLoader, resw, resx, CommunityToolkit, ObservableProperty, WPF-UI, SizeToContent, AppWindow, SoftwareBitmap.

microsoft131.8k

At Dispatch V2

Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.

软件开发人员