[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-77681":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":14,"stars7d":17,"stars30d":18,"stars90d":16,"forks30d":16,"starsTrendScore":19,"compositeScore":20,"rankGlobal":10,"rankLanguage":10,"license":21,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":22,"hasPages":22,"topics":24,"createdAt":10,"pushedAt":10,"updatedAt":25,"readmeContent":26,"aiSummary":27,"trendingCount":16,"starSnapshotCount":16,"syncStatus":15,"lastSyncTime":28,"discoverSource":29},77681,"science-skills","google-deepmind\u002Fscience-skills","google-deepmind","GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.","https:\u002F\u002Fantigravity.google\u002Fuse-cases\u002Fscience",null,"Python",1820,182,15,2,0,334,1718,140,104.79,"Apache License 2.0",false,"main",[],"2026-06-12 04:01:22","# Science Skills\n\n[![Install via skills.sh](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fskills.sh-install-green)](https:\u002F\u002Fskills.sh\u002Fgoogle-deepmind\u002Fscience-skills)\n\nA collection of agent skills for scientific research tasks, spanning genomics,\nstructural biology, cheminformatics, literature search, and more.\n\nEach skill provides structured instructions, scripts, and resources that extend\nan AI agent's capabilities for specialized scientific tasks.\n\n## Skill Structure\n\nEach skill directory contains:\n\n-   **SKILL.md** — Main instruction file with YAML frontmatter and detailed\n    markdown instructions\n-   **scripts\u002F** — Helper scripts and utilities\n-   **references\u002F** — Additional documentation and references (optional)\n\n## Getting started with GDM Science Skills\n\nInstall the Science Skills bundle via\n[npx](https:\u002F\u002Fdocs.npmjs.com\u002Fcli\u002Fcommands\u002Fnpx) using:\n\n```bash\nnpx skills add google-deepmind\u002Fscience-skills\u002F\n```\n\n## Using science skills with [Google Antigravity](https:\u002F\u002Fantigravity.google\u002F)\n\nIf you're a new Google Antigravity user:\n\n-   Launch the application after downloading Google Antigravity and check the\n    box for Science at the 'Build with Google' step - this will install the\n    curated collection of our Science Skills.\n\nIf you're an existing Google Antigravity user:\n\n-   Update to the latest version then open Settings -> Customizations -> Build\n    with Google Plugins (click on 'Customize' at the bottom of the page) ->\n    Download the `Science` plugin\n\n### Prerequisites\n\nWe use the `uv` package manager to handle dependencies. The first time you\ntrigger a Science Skill, the agent will ask for approval and install `uv`, and\nthen proceed to respond to your scientific query \u002F task. We recommend restarting\nAntigravity after this first time installation.\n\nSome skills, such as AlphaGenome and OpenAlex, require an API key to function.\nOthers, such as ClinVar, benefit from an API key to unlock higher rate limits\nbut are still functional without one. The agent should prompt you to obtain the\nAPI key and guide you through writing in the correct location. However, if you\nwould rather do this yourself, you can run a command like this in your terminal:\n`echo \"ALPHAGENOME_API_KEY=your_actual_api_key\" >> ~\u002F.env`\n\n## Links\n\nYou can find examples of Science Skills use cases, including a demo, at\n[antigravity.google\u002Fuse-cases\u002Fscience](https:\u002F\u002Fantigravity.google\u002Fuse-cases\u002Fscience).\n\nWe have also published a\n[technical report](https:\u002F\u002Fstorage.googleapis.com\u002Fdeepmind-media\u002Fpapers\u002Fgoogle_deepmind_science_skills_for_antigravity_towards_efficient_and_reliable_scientific_workflows.pdf)\non the Science Skills.\n\n## Licensing & Disclaimer\n\nCopyright 2026 Google LLC\n\nAll software is licensed under the Apache License, Version 2.0 (Apache 2.0); you\nmay not use this file except in compliance with the Apache 2.0 license. You may\nobtain a copy of the Apache 2.0 license at:\nhttps:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0\n\nAs set out in the attached file\n‘[Skill Licences and Terms of Use](SKILL_LICENSES.md)’ certain third party data\nsources referenced within individual Skill files have their own applicable\nlicenses and\u002For terms of use. See the\n‘[Skill Licences and Terms of Use](SKILL_LICENSES.md)’ file for more\ninformation. You are responsible for ensuring that your use of individual Skill\nfiles complies with any such applicable licenses\u002F terms of use.\n\nAll other materials are licensed under the Creative Commons Attribution 4.0\nInternational License (CC-BY). You may obtain a copy of the CC-BY license at:\nhttps:\u002F\u002Fcreativecommons.org\u002Flicenses\u002Fby\u002F4.0\u002Flegalcode\n\nUnless required by applicable law or agreed to in writing, all software and\nmaterials distributed here under the Apache 2.0 or CC-BY licenses are\ndistributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,\neither express or implied. See the licenses for the specific language governing\npermissions and limitations under those licenses.\n\nThis is not an official Google product.\n","google-deepmind\u002Fscience-skills 是一个旨在加速科学工作流程的项目，通过集成来自AlphaGenome、AFDB、UniProt等30多个数据库和工具的见解，提高AI代理在科学研究任务中的效率。该项目以Python编写，提供了一系列针对基因组学、结构生物学、化学信息学、文献搜索等领域专门设计的技能模块，每个模块包含详细的指令文件、辅助脚本及参考资料，帮助用户扩展AI代理的专业能力。它特别适合需要高效处理复杂科学数据的研究人员和技术团队使用，在提升工作效率的同时保证了数据处理的质量与准确性。","2026-06-11 03:55:44","CREATED_QUERY"]