Open source alternatives to polars-bio
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G

github-ops
Launchgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O

opensource-pipeline
Launchopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
Open source
- A

andrej-karpathy-skills
Launchandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
Open source
- M

microsoft/markitdown
Launchmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
Open source
- O

od-contribute
Launchod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
Open source
- G

github-deep-research
Launchgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
Open source
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Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About polars-bio

polars-bio
Performs genomic interval overlap, nearest, merge, coverage
polars-bio is an agent skill for genomic interval arithmetic and bioinformatics file input and output, using Polars and DataFusion. It covers overlap, nearest-neighbour, merge, coverage, complement and subtraction operations on Polars DataFrames, and reading or writing BED, VCF, BCF, BAM and CRAM files. The skill targets polars-bio 0.36.0, tested with Polars 1.44.2 on Python 3.13. The upstream package requires Polars 1.37.1 or newer, PyArrow from 23.0.1 up to but not including 25, DataFusion from 53 up to but not including 54, and polars-config-meta from 0.3.2 up to but not including 1. The skill advises keeping this environment separate from packages that need incompatible Arrow or DataFusion releases. It recommends checking new releases against the official release notes and package requirements. The examples that name files are templates, so you must substitute your own files and check their schemas. The synthetic interval example and small local format round-trip tests were run during the review. A pandas-compatible option is available if you install pandas 3 or newer alongside it.
- Price
- Free
- Made by
- k-dense-ai
- Category
- AI Skills
- Website
- github.com/k-dense-ai/scientific-agent-skills/polars-bio











