ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.
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git clone https://github.com/AgentTeam-TaichuAI/ScienceClaw && cp ScienceClaw/*.md ~/.claude/agents/15 items in this repository
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
自动配置飞书机器人应用。当用户要求配置飞书、创建飞书机器人、接入 Lark/飞书、设置飞书 app_id/app_secret、或询问如何配置飞书 IM 时触发此 skill。该 skill 通过 sandbox 内置浏览器自动完成飞书开放平台上的应用创建、权限配置、事件订阅和发布,用户仅需扫码登录。
MANDATORY: When a user asks to install, find, search, or add ANY skill (e.g. 'install hello-world skill', 'find a skill for X', 'add a skill'), you MUST first run `skills find <query>` to search the skills ecosystem. NEVER create a skill from scratch without searching first. Even if the name sounds simple, always search — it may already exist as a published skill.
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
Use this skill any time a .pptx file is involved — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading or extracting text from .pptx files; editing or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions 'deck', 'slides', 'presentation', or references a .pptx filename. If a .pptx file needs to be opened, created, or touched, use this skill.
Create new skills, modify and improve existing skills, and measure skill performance. MANDATORY: Use this skill whenever the user wants to create a custom skill from scratch, design a workflow as a skill, write their own SKILL.md, update or optimize an existing skill, run evals to test a skill, benchmark skill performance, or asks questions like 'how do I make a skill', 'create a skill for X', 'turn this into a skill', 'I want to build a skill'. Even if the user doesn't use the word 'skill' explicitly, trigger this if they want to capture a reusable workflow or set of instructions for the agent.
Create new tools or upgrade existing tools for the agent. MANDATORY: Use this skill whenever the user wants to create a custom tool, convert a script into a reusable tool, write a new tool function, upgrade or modify an existing tool, test and improve a tool in the sandbox, or asks things like 'make a tool for X', 'create a tool that does Y', 'improve the X tool', 'upgrade my tool', 'turn this script into a tool'. Even if the user doesn't use the word 'tool' explicitly, trigger this if they want to add a new callable capability to the agent or modify an existing one.
Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. Use when the user needs biomedical or scientific research capabilities.
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert.
多源深度调研与专业报告生成。适用场景广泛——只要用户的问题涉及需要深度分析的专业话题,就应使用此技能。包括但不限于:(1) 用户明确要求调研/research/综述/报告/发现;(2) 用户提出一个技术或科学话题,话题复杂度需要多源深度分析;(3) 用户要求对比多种技术方案的优劣;(4) 涉及生物医药、蛋白质、基因、药物靶点等需要专业数据库支撑的问题。核心能力:根据问题性质自动组合 arXiv 论文检索 + ToolUniverse 科学工具(UniProt/OpenTargets/PubMed/FAERS 等 1000+ 工具)+ Web 搜索,多源采集数据,交叉分析,生成专业 PDF/DOCX 研究报告。
查询全球任意城市的实时天气和未来天气预报。当用户提到天气、气温、降雨、湿度、风力、穿衣建议、出行建议等天气相关话题时使用此技能。支持中英文城市名。例如:'北京天气怎么样'、'明天上海会下雨吗'、'Tokyo weather forecast'、'这周末适合户外活动吗'。
Use when you have a spec or requirements for a multi-step task, before touching code
Subagents overview
What people ask about ScienceClaw
What is AgentTeam-TaichuAI/ScienceClaw?
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AgentTeam-TaichuAI/ScienceClaw is subagents for the Claude AI ecosystem. ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience. It has 538 GitHub stars and was last updated 1mo ago.
How do I install ScienceClaw?
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You can install ScienceClaw by cloning the repository (https://github.com/AgentTeam-TaichuAI/ScienceClaw) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is AgentTeam-TaichuAI/ScienceClaw safe to use?
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Our security agent has analyzed AgentTeam-TaichuAI/ScienceClaw and assigned a Trust Score of 67/100 (tier: OK). See the full breakdown of passed checks and flags on this page.
Who maintains AgentTeam-TaichuAI/ScienceClaw?
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AgentTeam-TaichuAI/ScienceClaw is maintained by AgentTeam-TaichuAI. The last recorded GitHub activity is from 1mo ago, with 13 open issues.
Are there alternatives to ScienceClaw?
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Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
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