Python coding standards and best practices covering error handling, performance optimization, async patterns, SOLID design principles, documentation, data validation, and object-oriented programming. Use when writing, reviewing, or refactoring Python code, or when the user asks about Python style, design, or best…
Python test-writing best practices covering test structure, fixtures, parametrization, and mocking with pytest. Use when writing, reviewing, or refactoring tests, adding test coverage, or working in tests directories and conftest.py.
Python development tooling configuration and best practices for ruff, mypy, pytest, pyscn, and uv. Use when setting up a Python project, configuring linters, formatters, type checkers, or test frameworks, or when editing pyproject.toml or tool config files.
Use this skill when creating, scaffolding, reviewing, or maintaining Python Home Assistant custom integrations, including work on customcomponents, manifests, config flows, options flows, config entries, platforms/entities, DataUpdateCoordinator, integration automation triggers, diagnostics, repairs…
A Chinese-language workflow for developing Python projects with written specifications, strict red-green-refactor TDD, and Git safety checks. TDD means writing a failing test, making it pass, then improving the code.
A Python software development kit for sending large-model training and inference work to the remote TRIO service. Your local code prepares data and controls the process while the service performs model calculations and saves weights.
Set up a Python virtual environment and install Reflex. Use when initializing a new Reflex project, setting up a development environment, or when the user needs to create a venv and install dependencies. Load when there is no .venv directory, when the user asks to start a new Reflex app, or when imports fail due to…
Team conventions for Python data pipelines — stage structure, JSON output format, debugging workflow, and anti-patterns. Supplements standard patterns with team-specific rules.
Authoritative architectural auditor for the CyberXiuXian Workshop. Activates when performing project audits, code reviews, or enforcing modularity and zero-copy standards across Rust and Python.
Analyze Python code for refactoring opportunities, complexity, dead code, security issues, modernization, test coverage gaps, and package-level structure — before proposing or making refactoring changes to Python code.
Knowledge base for Pandas API on Spark (pyspark.pandas) — Apache Spark 3.5. Use when preparing for Sec 7 objective 'Explain advantages of using Pandas API on Spark', migrating pandas code to scale on Spark, or configuring pyspark.pandas options (default index type, opsondiffframes, checkpointing). Sources…
Tiger Brokers OpenAPI Python SDK — complete skills for AI coding tools. Covers SDK setup, market data queries, stock/futures/options trading, real-time push subscriptions, CLI command-line tool, and MCP server integration. Use when building trading applications, querying market data, placing orders, using the…
Use when writing or refactoring PIIGhost Python code (src/ or tests/). Captures the project's code conventions and idioms BEYOND what PEP8 and ruff enforce: preferred expression forms, dispatch patterns, naming, and structural preferences the maintainer has called out during review. ruff/PEP8 handle formatting; this…
Use when the user wants an end-to-end Chinese mathematical modeling workflow with Python data figures, project-locked Draw.io or AI non-data figures, automatic Windows LaTeX setup, step0-step5 hard gates, and final LaTeX/PDF output.
Appwrite Python SDK skill. Use when building server-side Python applications with Appwrite, including Django, Flask, and FastAPI integrations. Covers user management, database/table CRUD, file storage, and functions via API keys.
Guide for Python development in this project. Use any time you write Python.
11▲
+1 2d agoA17 tokens
originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: