按技能名称、说明或 GitHub 作者匹配的结果。
6-phase read-only analysis workflow for Python code in markdown documents. Detects design principle violations, code smells, and suggests modern Python improvements. Applies project-type-aware thresholds (POC,...
Determines project type from context to configure analysis thresholds. Checks prompt, scans documents, or asks user if type cannot be inferred. Outputs project_type for use by python-plan-optimization skill.
Build Python backend APIs with FastAPI, Django, Flask, SQLAlchemy, and Pydantic. WHEN: Creating REST APIs, implementing authentication (JWT, OAuth2), database integration with SQLAlchemy/Django ORM, Pydantic va...
Fast Python dependency management with uv package manager for virtual environments and project workflows. WHEN: Installing packages with uv, creating virtual environments, managing dependencies with uv.lock, se...
JSDoc documentation standards for JavaScript following jsdoc.app conventions. WHEN: Writing JSDoc comments, documenting JavaScript functions/classes/modules, generating API docs with JSDoc, improving existing J...
Write Python docstrings following PEP 257 and popular formats (Google, NumPy, Sphinx). WHEN: Writing docstrings for Python functions/classes/modules, choosing docstring format, documenting parameters/returns/ex...
Create distributable Python packages with pyproject.toml, setup.py, and PyPI publishing. WHEN: Packaging Python libraries, creating pyproject.toml/setup.py, building CLI tools with entry points, publishing to P...
Write PHP DocBlocks following PSR-5 and PSR-19 PHPDoc standards. WHEN: Writing DocBlocks for PHP classes/methods/functions/properties, documenting @param/@return/@throws, type annotations in PHPDoc. WHEN NOT: P...
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. WHEN: Debugging slow Python code, profiling with cProfile/line_profiler, memory optimization, identifying bottl...
Python asyncio patterns for concurrent programming, async/await, and non-blocking I/O operations. WHEN: Building async APIs with FastAPI/aiohttp, implementing concurrent I/O operations, using asyncio.gather/cre...
Transform, clean, and reshape data using pandas and numpy for ETL and data preprocessing. WHEN: Manipulating DataFrames, cleaning datasets, reshaping data (pivot, melt), merging/joining tables, data normalizati...
Manipulate PDF files in Python: extract text/tables, create, merge, split, and fill forms. WHEN: Extracting text from PDFs, creating PDF documents, merging/splitting PDFs, filling PDF forms, working with pdfplu...
Comprehensive pytest testing strategies with fixtures, mocking, and TDD patterns. WHEN: Writing pytest tests, creating fixtures, mocking with unittest.mock/pytest-mock, implementing TDD, setting up test configu...
JavaScript ES6+ patterns, async/await, modules, and modern JS best practices. WHEN: Writing JavaScript code, using ES6+ features (destructuring, spread, arrow functions), async/await patterns, array methods, mo...
TSDoc documentation standards for TypeScript following tsdoc.org conventions. WHEN: Writing TSDoc comments, documenting TypeScript functions/classes/interfaces/types, generating docs with TypeDoc, improving exi...
TypeScript patterns: type definitions, interfaces, generics, type guards, and utility types. WHEN: Writing .ts/.tsx files, defining interfaces/types, using generics, implementing type guards, configuring tsconf...
Create and edit Excel spreadsheets (.xlsx) in Python with openpyxl/xlsxwriter. WHEN: Creating Excel files with formulas/formatting, reading .xlsx/.xlsm files, modifying spreadsheets while preserving formulas, a...
Create and edit Word documents (.docx) in Python with python-docx library. WHEN: Creating .docx files, editing Word documents, working with tracked changes, adding comments, preserving formatting, extracting te...
Advanced Python development with architecture expertise and automated code quality enforcement. Use when developing Python applications, libraries, or scripts that require high code quality, type safety, best p...
Use when writing or refactoring Python code for LangGraph v1.x + LangChain v1: Graph API + Functional API import paths, checkpoint/store usage, and migrations off deprecated prebuilts (create_react_agent -> lan...
Expert in building Universal CLIs (Bash, PowerShell, Python, C++). Specializes in argument parsing, cross-platform compatibility (Linux/Windows), exit codes, piping, and interactive prompts.
Expert in systematic code refactoring, smell detection, and structural optimization for ANY language (C++, Python, JS, Go, C#).
Comprehensive Python testing with pytest framework, including test creation, fixtures, parameterized tests, and test execution. Use when Claude needs to work with Python testing for creating new tests, modifyin...
FastAPI production patterns with Pydantic v2 and SQLAlchemy async. Use when: building Python APIs, async database, JWT auth. Do not use for: API design decisions (use api-design skill). Workflow: api-design (de...
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。