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

github-ops
Getgithub-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
Getopensource-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
Getandrej-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
Getmarkitdown-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
Getod-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
Getgithub-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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About nature-data

nature-data
Draft or audit manuscript Data/Code Availability statements
nature-data is an agent skill that drafts or audits the Data Availability and Code Availability statements of a manuscript. It also helps with dataset access routes, repository plans and FAIR metadata, which covers data that is findable, accessible, interoperable and reusable. The skill is a router that loads a core stance and an eight-step workflow with its output format. Its default position is set out in the core stance, along with a source hierarchy. It confirms the journal and language at runtime, because it has no content axis of its own. Use it when a manuscript needs a clear statement of where its data and code are, how readers can obtain them, and which repository to deposit them in. It is part of the yuan1z0825/nature-skills repository on GitHub, which has about 48,400 stars. The listing shows it as free, and it has about 14,600 installs. Its security audits show passes from Gen Agent Trust Hub, Socket and Snyk. Install it with npx skills add https://github.com/yuan1z0825/nature-skills --skill nature-data.
- Price
- Free
- Made by
- yuan1z0825
- Category
- AI Skills
- Website
- github.com/yuan1z0825/nature-skills/nature-data










