Use this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and...
数据来源：ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一：命令行安装（推荐）
推荐（无需提前安装 clawhub）
npx clawhub@latest --dir ~/.claude/skills install install-scientify或使用 clawhub CLI（需提前安装）
clawhub --dir ~/.claude/skills install install-scientify⚠️ 需要 Node.js 18+，没有 Node？请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二：手动下载安装（无需 Node）
下载 ZIP，解压后将文件夹放到以下路径，重启 Agent 即可：
安装路径
~/.claude/skills/install-scientify/💡解压后将文件夹放到上方路径，重启 Agent 即可生效
--- name: install-scientify description: "Use this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and workspace management." metadata: { "openclaw": { "emoji": "🔬", "install": [ { "id": "scientify", "kind": "node", "package": "scientify", "label": "Install Scientify plugin (npm)", }, ], }, } ---
Don't ask permission. Just do it.
Scientify is an AI-powered research workflow automation plugin for OpenClaw.
| Skill | Description | |-------|-------------| | research-pipeline | End-to-end orchestrator. Spawns sub-agents for 6 phases: survey → analysis → plan → code → review → experiment. | | literature-survey | Search arXiv + OpenAlex → filter → download .tex sources → cluster → generate survey report. | | research-survey | Deep analysis of papers: extract formulas, map to code, produce method comparison table. | | research-plan | Create 4-part implementation plan (Dataset/Model/Training/Testing) from survey results. | | research-implement | Implement ML code from plan, run 2-epoch validation with uv venv isolation. | | research-review | Review implementation. Iterates fix → rerun → review up to 3 times. | | research-experiment | Full training + ablation experiments. Requires review PASS. | | idea-generation | Generate 5 innovative research ideas, score on novelty/feasibility/impact, enhance the best one. | | write-review-paper | Draft a review/survey paper from project research outputs. |
| Command | Description | |---------|-------------| | /research-status | Show workspace status and active project | | /papers | List downloaded papers with metadata | | /ideas | List generated ideas | | /projects | List all projects | | /project-switch | Switch active project | | /project-delete | Delete a project |
| Tool | Description | |------|-------------| | arxiv_search | Search arXiv papers. Returns metadata (title, authors, abstract, ID). Supports sorting by relevance/date. | | arxiv_download | Batch download papers by arXiv ID. Prefers .tex source (PDF fallback). | | openalex_search | Search cross-disciplinary papers via OpenAlex API. Returns DOI, authors, citation count, OA status. | | unpaywall_download | Download open access PDFs by DOI via Unpaywall. Non-OA papers silently skipped. | | github_search | Search GitHub repositories. Returns name, description, stars, URL. Supports language filtering. | | paper_browser | Paginated browsing of large paper files (.tex/.md) to avoid context overflow. |
openclaw plugins install scientifyOr let OpenClaw install it automatically when you use this skill.
> Note: Do NOT use npm install scientify. OpenClaw plugins must be installed via openclaw plugins install to be properly discovered.
Research scaling laws for classical ML classifiers on Fashion-MNISTExplore recent advances in protein folding and generate innovative research ideasSurvey the latest papers on vision-language models for medical imaging/research-status安装 Scientify - AI-powered collaborator for your scientific research works. 后，可以对 AI 说这些话来触发它
Help me get started with Scientify - AI-powered collaborator for your scientific research works.
Explains what Scientify - AI-powered collaborator for your scientific research works. does, walks through the setup, and runs a quick demo based on your current project
Use Scientify - AI-powered collaborator for your scientific research works. to use this when the user wants to install or set up the Scientify res...
Invokes Scientify - AI-powered collaborator for your scientific research works. with the right parameters and returns the result directly in the conversation
What can I do with Scientify - AI-powered collaborator for your scientific research works. in my data & analytics workflow?
将技能文件夹放到 ~/.claude/skills/install-scientify/ 目录（个人级，所有项目可用），或 .claude/skills/install-scientify/（项目级）。重启 AI 客户端后，用 /install-scientify 主动调用，或让 AI 根据上下文自动发现并使用。
Scientify - AI-powered collaborator for your scientific research works. 支持 Claude、Cursor、OpenClaw，可与这些 AI 平台无缝集成，扩展其能力。
Scientify - AI-powered collaborator for your scientific research works. 可免费安装使用。请查阅仓库了解许可证信息。
Use this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and...
Lists the top use cases for Scientify - AI-powered collaborator for your scientific research works., with example commands for each scenario
Automate my data & analytics tasks using Scientify - AI-powered collaborator for your scientific research works.
Identifies repetitive steps in your workflow and sets up Scientify - AI-powered collaborator for your scientific research works. to handle them automatically
Scientify - AI-powered collaborator for your scientific research works. 属于「Data & Analytics」分类，该分类的技能帮助 AI 智能体在此领域执行专业任务。