20,421 skills sorted by stars.
Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including f...
Manipulate PDF documents programmatically. Merge, split, rotate, and watermark PDFs. Extract text and metadata. Handle form fillin...
Fix PyPI package name collisions when local package name exists on PyPI
LOCAL-ONLY PyPI publishing with Doppler credential management. Use when publishing to PyPI from LOCAL machine ONLY. NEVER use in C...
Guide for setting up local PyPI servers to host and serve Python packages. This skill should be used when tasks involve creating a...
Pairwise test generation
Configure Python projects with pyproject.toml for modern packaging, tools, and dependency management
Hierarchical content structure - answer first, then supporting arguments, then details
Guide for Grafana Pyroscope continuous profiling. Use for Kubernetes Helm deployment, Go/Java/Python/.NET/Ruby/Node.js profiling,...
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate cove...
Generate comprehensive PySpark-based data quality validation tests for Databricks tables. Use when creating automated tests for da...
Pyspark Transformer - Auto-activating skill for Data Pipelines.Triggers on: pyspark transformer, pyspark transformerPart of the Da...
Expert assistance for using pytd (Python SDK) to query and import data with Treasure Data. Use this skill when users need help wit...
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles,...
Testing use cases and application services: use case testing with mocked gateways, DTO testing, application exception testing, orc...
Expert guidance for writing high-quality pytest tests. Use when writing tests, setting up fixtures, parametrizing, mocking, or rev...
Write comprehensive pytest tests with fixtures, parametrization, mocking, async testing, and modern patterns.
Measure and track test coverage: coverage thresholds by layer, coverage reporting (HTML/terminal), identifying coverage gaps, bran...
Generate standardized pytest configuration with fixtures, markers, and coverage settings. Creates conftest.py and pytest.ini for w...
Work with pytest-recording (VCR.py) for recording and replaying HTTP interactions in tests. Use when writing VCR tests, managing c...
Generate pytest test templates for UTXOracle modules following TDD patterns. Automatically creates RED phase tests with async fixt...
Create comprehensive Python test suites with pytest. Supports unit, integration, e2e, and user flow tests. Dual-mode testing for F...
Comprehensive Python AI/ML development expert with 10+ years experience using UV package manager. Covers PyTorch, TensorFlow, scik...
Expert guidance for Python AI development fundamentals, essential libraries, data structures, async programming, and best practice...
Python data analysis with pandas, numpy, and analytics libraries
Format and analyze Python code using ruff (formatting/linting) and ty (static type checking). Use when the user asks to format Pyt...
Comprehensive design architecture review for Python backend applications. Use this skill when users ask you to review, analyze, or...
Expert assistance with the Atomic Simulation Environment (ASE) Python library for atomistic simulations, including structure build...
Perform comprehensive dead code and clean-up analysis in Python projects using static analysis, coverage, dependency checks, and s...
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.
Python code style and type hinting patterns. Use when writing or reviewing Python code to ensure consistent, modern type annotatio...
审查 Python 代码，提供改进建议，确保代码质量和最佳实践
Modern Python 3.12+ development with uv, ruff, pydantic, FastAPI, async patterns, and production-ready practices.
Work on Python experiments in packages/python_viterbo. Use for layout conventions, stage entrypoints, lint/test commands, and asse...
编写用于数据清洗、分析和可视化的 Python 脚本 (Pandas/Matplotlib)
Comprehensive Python data engineering patterns for AWS Data Lake, including PySpark, Pandas, Apache Airflow, AWS Glue, ETL pipelin...
WHEN: Pandas/NumPy code review, data processing, vectorization, memory optimizationWHAT: Vectorization patterns + Memory efficienc...
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statist...
SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connectio...
Debug Python errors, exceptions, and unexpected behavior. Analyzes tracebacks, reproduces issues, identifies root causes, and prov...
Master debugger for Python code with expertise in common errors, performance issues, and debugging tools
World-class
當要開發或修改 Python 程式碼時使用。
Python development best practices for modern Python projects. Activated when working with Python files, pyproject.toml, or discuss...
Create and manipulate Microsoft Word documents programmatically. Build reports, contracts, and documentation with full control ove...
Writes, reviews, and refactors Python code following modern best practices. Specialises in Python 3.12+, uv for project management...
Comprehensive Python engineering guidelines for writing production-quality Python code. This skill should be used when writing Pyt...
Python environment setup with uv, shared utilities, and script structure guidelines.