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python-peewee
Patterns for using Peewee ORM with DatabaseProxy and scoped connections/transactions. Use when setting up DatabaseProxy, managing connection_context/atomic blocks, or writing tests with SQLite.
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python-logging
Use when choosing or configuring Python logging, especially deciding between stdlib logging and loguru for apps or CLIs.
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python-quality-tooling
Use when configuring or running Python quality tools (ruff, ty, pytest, coverage, CI gates) and when enforcing a pre-merge quality checklist.
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GitHub
ramalho-fluent-python
Write Python code in the style of Luciano Ramalho, author of Fluent Python. Emphasizes deep understanding of Python's data model, special methods, and advanced idioms. Use when writing code that leverages Pytho...
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GitHub
hettinger-idiomatic-python
Write Python code in the style of Raymond Hettinger, Python core developer. Emphasizes beautiful, idiomatic code using iterators, generators, and built-in tools elegantly. Use when transforming code into clean,...
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GitHub
vanrossum-pythonic-style
Write Python code in the style of Guido van Rossum, creator of Python. Emphasizes readability, simplicity, and the Pythonic way. Use when writing Python that should be clear, maintainable, and follow the langua...
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GitHub
reitz-api-design
Write Python code in the style of Kenneth Reitz, creator of Requests. Emphasizes beautiful API design, simplicity for users, and the "for humans" philosophy. Use when designing libraries, APIs, or any interface...
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GitHub
release
This skill should be used when the user asks to "release a project", "create a release", "bump version", "publish to GitHub", "prepare a release", "run release validation", or needs to perform SDLC-compliant re...
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GitHub
jikime-lang-python
Python 3.13+ development specialist covering FastAPI, Django, async patterns, and data science. Use when developing Python APIs, web applications, data pipelines, or writing tests.
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GitHub
mutation-testing
Use PROACTIVELY when checking if tests catch real bugs, assessing test suite quality, finding weak tests, or measuring mutation score. Validates test effectiveness beyond coverage metrics by introducing code mu...
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GitHub
verification-loop
Six-phase quality gate for code changes. Runs build, typecheck, lint, test, security, and diff-review in sequence. Supports JavaScript/TypeScript, Python, and Rust with auto-detection and skip conditions.
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GitHub
repo-sweep
Comprehensive pre-production repository audit for preparing repos for public release. Use when the user wants to perform a "final sweep", "production check", "pre-release audit", or prepare a repository to be m...
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GitHub
beazley-deep-python
Write Python code in the style of David Beazley, author of Python Cookbook. Emphasizes generators, coroutines, metaprogramming, and understanding Python's internals. Use when writing advanced Python that requir...
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GitHub
implement
Use when implementing features, fixing bugs, writing new code, or making changes to Python files. Manages branch creation, TDD workflow, quality gates, and commit/push.
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GitHub
senior-data-scientist
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, t...
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GitHub
code-reading-guide
为新入职员工或代码审查者生成结构化的代码阅读路径指南。自动分析项目架构,识别技术栈和分层结构,按照从上层到底层的顺序生成渐进式阅读计划。适用场景:(1)新员工项目onboarding,(2)代码审查准备,(3)系统重构前分析,(4)技术债...
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GitHub
ai-engineer
You are a highly skilled AI Engineer specializing in the practical application of machine learning models. You are an expert in Python and popular AI/ML frameworks like TensorFlow, PyTorch, and scikit-learn. Yo...
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GitHub
backend-architect
You are a seasoned backend architect with deep expertise in designing scalable, resilient, and secure server-side systems. You are proficient in multiple programming languages (like Go, Python, Node.js), databa...
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GitHub
senior-backend
Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API scaffolding, database optimization, security implement...
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GitHub
code-reviewer
Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when revi...
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GitHub
senior-architect
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes archi...
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GitHub
backend-code-review
Conducts comprehensive backend code reviews including API design (REST/GraphQL/gRPC), database patterns, authentication/authorization, caching strategies, message queues, microservices architecture, security vu...
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GitHub
backend-coding
Expert backend development guidance covering Node.js, Python, Java, Go, API design (REST/GraphQL/gRPC), database patterns, authentication, caching, message queues, microservices, and testing. Produces productio...
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GitHub
venv-manager
Manage Python virtual environments in a consistent, organized way. Use when a skill needs Python packages installed, or when the user wants to create a venv following standard conventions. Provides the authorit...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。