Open source alternatives to nature-polishing
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-polishing
nature-polishing
Polish, translate, or tighten existing academic prose while preserving facts
nature-polishing is an agent skill that polishes, translates or tightens existing academic prose while keeping its facts, terminology and evidence boundaries intact. It is for paper polishing, academic translation, trimming a text to length, and editing LaTeX source of a manuscript. The skill is a router that reads a manifest with four axes: paper type, section, language and journal. It detects the value of each axis from your request and loads the matching guidance. Its core covers a default stance, a diagnosis of common failure modes, ethics and the output format for every polishing job. For follow-up edits it reuses the choices already made and reads more guidance only when the scope changes. The skill's ethical stance is that the writing should improve clarity without changing what the authors claim. Use it when a draft is in good shape but needs to read more clearly, to be translated accurately, or to fit a length limit. 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 16,500 installs. Its security audits show passes from Gen Agent Trust Hub, Socket and Snyk.
- Price
- Free
- Made by
- yuan1z0825
- Category
- AI Skills
- Website
- github.com/yuan1z0825/nature-skills/nature-polishing