{"categories":[{"label":"Interpreters","url":"https://skillfed.io/packages/category/software-development-interpreters"}],"enrichment":{"capability":"Provides Jupyter kernels that integrate Python code execution with Spyder's interactive console, enabling both interactive and file-based code execution within the Spyder IDE.","skillfed_tags":["jupyter-kernel","spyder-ide","interactive-console"],"use_cases":["Interactive data exploration and visualization in Spyder's console with persistent kernel state across multiple code cells.","Running long-running computations or simulations in Spyder while keeping the IDE responsive and debuggable.","Switching between Spyder and Jupyter notebooks without losing kernel state or environment configuration.","Developing and testing scientific Python code with Spyder's integrated debugging and introspection tools.","Managing multiple isolated Python environments within Spyder for different projects or dependencies."],"what_it_does":"spyder-kernels is a bridge between Spyder, the Scientific Python IDE, and Jupyter's kernel architecture. It provides kernels that let you execute Python code interactively within Spyder's console panes, or use those same kernels independently in a standard Jupyter environment. The package wraps ipykernel and related Jupyter components (jupyter-client, ipython) to handle code execution, serialization via cloudpickle, and inter-process communication through pyzmq.\n\nYou install it once, and Spyder automatically discovers and uses it for its console. You can also launch the kernels standalone if you want Spyder-compatible execution outside the IDE. It's designed for developers and scientists who want interactive Python exploration with Spyder's editor and debugging tools, or who need to switch between Spyder and Jupyter without reconfiguring their environment.","worth_installing":"Yes\u2014if you use Spyder for interactive Python development. The package is actively maintained, has no known vulnerabilities, and low install friction. It's a core component for Spyder's console functionality. If you don't use Spyder or prefer other IDEs, it's not relevant."},"id":"spyder-kernels","links":{"html":"https://skillfed.io/packages/spyder-kernels","md":"https://skillfed.io/packages/spyder-kernels.md","pypi":"https://pypi.org/project/spyder-kernels/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-23","license_spdx":"MIT","license_treatment":"permissive","name":"spyder-kernels","python_support":"supports_current","summary":"Jupyter kernels for Spyder's console"},"popularity":{"monthly_downloads":130750,"position":11627,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"3.1.5"}