Systematic Python debugging workflow for spreadsheet tasks to isolate environment issues from script logic
Python 3.11 のコーディング規約を適用する。src/erre_sandbox/ 配下の .py ファイルを書く・修正する・レビューする時に必須参照。 asyncio を使った非同期コードを書く時、Pydantic v2 の BaseModel を定義する時、 FastAPI エンドポイントを実装する時、schemas.py…
Maintains strict Python projects with Ruff, mypy, Pyright, pytest, editor, and package-script gates. Use when creating, auditing, or repairing strict lint, format, typecheck,…
Use when you need to serialize heterogeneous data (e.g., index integers and file offsets of different byte widths) into a compact binary format, or parse a binary file format…
Python coding style enforcement (PEP standards, type hints, docstrings, modern patterns). Auto-loads when writing or reviewing Python code.
Comprehensive Python programming guidelines based on Google's Python Style Guide. Use when Claude needs to write Python code, review Python code for style issues, refactor Python…
Review Python support scripts and dev tooling that live alongside Rust crates on changed code or whole-repo baseline audits when explicitly requested: changelog generators,…
Evaluate Python tests and Python code for meaningful pytest coverage, behavior assertions, fixture quality, CLI/file I/O boundaries, parser/date-time edge cases, and error-path…
Use this when authoring integration tests against a real backend (PostgreSQL, Redis, Kafka, MinIO, NATS, MongoDB), debugging slow or flaky container-backed tests, gating tests on…
Python testing patterns: pytest setup, fixtures, TDD, mocking, async tests, and integration tests
Advanced Python testing — async testing with pytest-asyncio, exception/side-effect testing, test organization, common patterns (API, database, class methods), pytest…
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Set up, run, and improve Python tests in uv projects and workspaces. Use for pytest configuration, focused and package-targeted runs, fixtures, parametrization, async and…
Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage.
Use when managing Python packages, virtual environments, or linting and formatting Python code
Align Python formatting, linting, type checking, pytest configuration, dependency groups, local tooling, and CI validation around uv without overriding repo-local conventions.
Python工具箱(专业版)面向团队与企业,提供完整的Python编码规范、类型系统、异步优秀实践、测试金字塔、性能优化策略与CI/CD治理方案。核心能力: - 全规范覆盖:PEP 8 + 类型系统 + 异步 + 性能 + 安全 - 完整类型注解:泛型、Protocol、TypedDict、overload - asyncio异步优秀实践与并发控制 -…
Measures and improves Python type annotation coverage using mypy --html-report and pyright type completeness scoring.
Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces,…
Use when building or structuring Python CLI commands with Typer, including commands, options, and multi-command apps.
Use when defining or evolving public interfaces, schema boundaries, or pydantic usage in Python. Also use when annotations are missing on public APIs, pydantic models appear…
Add type hints where they catch real errors and document contracts, choosing Protocol, generics, or TypedDict deliberately and setting a checker strictness you can actually hold.
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.
Use when after rewriting or modifying a Python module (such as calculate_feature_overlap.py
Comprehensive Python unittest skill covering TestCase patterns, assertion methods, mocking with unittest.mock, subtests, fixtures, and test organization for robust Python…
Plan and validate Python version, dependency, uv lockfile, FastAPI, FastMCP, Pydantic, Ruff, mypy, pytest, and package metadata upgrades with staged checks.
Guidelines for Python dependency management using uv, the fast Python package installer and resolver.
Python virtual environment management, dependency handling, and project setup automation.
Audita la coherencia de versión de Python en un repositorio (pyproject.toml requires-python + classifiers + target-version de ruff/mypy/black, Dockerfile FROM,…
Enforce Python execution through `uv` instead of direct interpreter calls. Use when Codex needs to run Python scripts, modules, one-liners, tools, test runners, or package…
FastAPI, Jinja2, HTMX or Datastar, Pydantic, SQLModel, Alembic, HTML-first UI, auth, forms, persistence, and server-rendered application guidance.
Queue consumers and background jobs in Python, whatever the broker: the handler as a plain function over the application's services, at-least-once delivery and idempotency on the…
Use when preparing branches, commits, or PRs for Python changes — scoping work, running validation gates, and ensuring merge readiness.
Use when you have raw LC/MS data in mzML format and need to execute a complete non-targeted screening workflow to extract and annotate chemical features.
Python workspace for MQL5 integration. TRIGGERS - MetaTrader 5 Python, mt5 package, MQL5-Python setup.
Use Python for practical project setup, dependency install, script execution, and environment tro。Use when 需要项目管理、任务规划、进度跟踪、团队协作时使用。不适用于实际人员绩效评估。适用于独立开发者、企业团队和自动化工作流场景。
核心能力: 开发工具领域的专业化 AI 辅助工具,提供企业级高级功能支持。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。
Use when working with Python tooling — uv package management, Hatchling build backend, ty or mypy type checker configuration, ruff linting, pre-commit hook setup, TOML read-write…
answer questions about pythongo code, docs, callbacks, errors, modules, functions, marketcenter, paramsmap, instrument_id, exchange, kline data, and strategy examples.
Apply Python idioms where they cut bookkeeping and clarify intent, and refuse them where the clever form hides control flow.
UTF-8 JSON file I/O utilities to avoid Windows encoding issues (CP-1252 vs UTF-8)
Expert guidance for PyTorch Dynamo (torch.compile) development and debugging. Covers symbolic execution, VariableTracker system, pytree integration, guard failures, guard…
Use when after defining a transformer encoder architecture with multi-head self-attention and positional encoding, and before training or inference on mass spectrometry data.
中文优先：用于PyTorch模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines,…
Use when Codex is about to read, inspect, quote, summarize, or display text files on Windows/PowerShell that may contain Chinese or CJK text.
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Aliyun OSS (Object Storage Service) file management toolkit for Python. Use when working with Aliyun OSS to upload files, download files, list objects, delete files, manage…
Write or correct the section for the upcoming version in release-history.rst of a pywf open-source Python library, based on git history since the last tag.
When to reach for PyWry MCP tools (native webview rendering, Plotly, TradingView, AgGrid, chat) instead of writing Flask/Streamlit/Dash/Electron code.
Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deployment
AI-powered code review for Q/kdb+ — catch bugs in the most terse language in finance
Adopts the persona of a Staff-level QA Architect. Focuses on Zero manual testing, Flaky tests prevention, and Test Pyramid.
Экспериментальный автономный QA-конвейер для Claude Code: оркестратор ведёт задачу из трекера через шесть субагентов от анализа до отчёта, хранит состояние прогона в файлах,…
このスキルは、コードレビュー、セルフレビュー、QA チェックをします。 ユーザーが「このコードを確認してください」、「PR を確認してください」、「QA を行ってください」、「ここに問題がありますか?」と言うたびに呼び出します。 またはペーストフィードバックを求めるコードに対しても呼び出します。。…
QA child skill — Contract layer. REST (OpenAPI) / GraphQL / event-driven (AsyncAPI) / consumer-driven (Pact) contract testing.
E2E-тестирование через Playwright для CI/CD — автоматизированные spec-файлы, page objects, visual regression, pipeline интеграция.