This skill should be used when the user asks to "develop a download script", "debug data download", "fix download error", "create data pipeline template", "download template", "GAIA data pipeline", "download from S3", "access Zarr store", "cloud data access",…
HPC containerization with Singularity/Apptainer including definition files, .sif image management, MPI integration, GPU passthrough, Slurm job integration, and Docker image conversion.
Templates and guidance for creating community health files (README, CONTRIBUTING, LICENSE, CODE_OF_CONDUCT, SECURITY, CITATION.cff, issue/PR templates) for open-source research software projects in any language.
Manage scientific Python dependencies and environments with the pixi package manager: create environments, add conda-forge and PyPI packages, define and run tasks, and generate reproducible multi-platform lockfiles. Use when the user mentions pixi, pixi.toml,…
Create and publish distributable scientific Python packages following Scientific Python community best practices. Covers pyproject.toml, src layout, Hatchling, metadata, CLI entry points, and PyPI publishing.
Set up and maintain documentation for scientific Python packages. Covers Sphinx, MkDocs, NumPy-style docstrings, Diataxis framework, accessibility standards, and documentation hosting with Read the Docs.
Use when building a new type scale, converting fixed sizes to fluid clamp() values, choosing or pairing fonts, fixing readability issues (line height, measure, tracking), or encoding typography as design tokens / CSS custom properties.
Use when work context must transfer to another session or person. Triggers: create a handoff, hand off this work, summarize context for the next session, prepare a handoff.