8,566 skills sorted by stars.
Python framework for single- and multi-objective optimization with evolutionary algorithms. Define vectorized objectives...
Use when 比较已有 pyperformance run.json 或 speedup.json，判断收益、回归与噪声；不启动跑分。
Use when 正式运行 pyperformance 子集或全量并生成 run.json；单 worker 调试用 pyperformance-worker-run。
Pairwise test generation
Validation runner requirements, detailed_tensor_compare usage, success criteria, required deliverables, and required out...
Peak-to-gene linkage — correlate scATAC peak accessibility with scRNA expression of nearby genes, computing gene activit...
pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for...
Writes and executes backend unit and integration tests with pytest. Use when: writing new tests, running the test suite,...
pytest Python testing framework. Covers fixtures, parametrize, and mocking. Use for Python testing. USE WHEN: user ment...
Use when writing Python tests with pytest - fixtures, parametrization, markers, conftest layout, pytest-asyncio, pytest-...
Run and write pytest tests for Python projects — fixtures, parametrize, mocking. The Python test runner.
Pytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.
Python 單元測試與多功能測試驗證框架。
Repair a failing Python test suite — read the failure, read the module, make the minimal edit, re-run pytest until green...
Execute and generate pytest tests for Python projects with fixtures, parametrization, and mocking support
Use when advanced Pytest features including markers, custom assertions, hooks, and coverage configuration.
Write pytest tests for FastAPI endpoints using TestClient including request/response testing, authentication, and error...
Standardized pytest configuration and patterns for consistent testing infrastructure across Claude Night Market plugins.
Run pytest tests with coverage, discover lines missing coverage, and increase coverage on critical gaps. In this repo al...
Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
Runs pytest with coverage, finds the lines missing coverage with annotated reports, and adds tests until coverage reache...
Generate standardized pytest configuration with fixtures, markers, and coverage settings. Creates conftest.py and pytest...
Guide for using pytest-mock plugin to write tests with mocking. Use when writing pytest tests that need mocking, patchin...
pytest best practices for writing comprehensive test suites. Use when writing or running Python tests, setting up test f...
Automatically applies when writing pytest tests. Ensures proper use of fixtures, parametrize, marks, mocking, async test...
Use when pytest plugin ecosystem including pytest-cov, pytest-mock, and custom plugin development.
Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. U...
Scaffolds pytest unit tests for Python backend functions and classes. Use when creating tests for FastAPI endpoints, ser...
pytest testing patterns for any Python project: test structure, fixtures, parametrize, conftest.py, monkeypatch, tmp_pat...
Guide for writing pytest tests following this project's patterns including fixtures, mocking, and test organization.
Async testing with pytest, pytest-asyncio, httpx, fixtures, coverage reports, and test-first development. Use when writi...
Diagnoses failing pytest runs from the output the user pastes or the last local run. Use when tests fail and the cause i...
Python: typing everywhere, async vs sync, Pydantic v2, protocols/composition, packaging with pyproject/uv, pytest, lint/...
Modern Python coding standards using uv — full type annotations, Pydantic v2 runtime validation, Ruff linting/formatting...
Write reliable Python avoiding mutable defaults, import traps, and common runtime surprises.
Comprehensive Python unittest skill covering TestCase patterns, assertion methods, mocking with unittest.mock, subtests,...
Expert guidance for writing clean, maintainable Python 3.12+ code.
Python 3.12+ development with type hints, async patterns, virtual environments, testing, and modern tooling
Debug Python code using tracebacks, pdb, and structured logging.
Spawn a Python development team for feature implementation in src/mde/. Use for features spanning multiple modules, requ...
Expert guidance for Python testing that analyzes your existing setup and provides evidence-based recommendations. I'll e...
Guides unit testing for Python DDD + Onion Architecture apps (Domain Entities/Value Objects and UseCases) using pytest a...