Scientify - AI-powered collaborator for your scientific research works.
by @springleave
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...
clawhub install install-scientifyπ About This Skill
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": "π¬", "install": [ { "id": "scientify", "kind": "node", "package": "scientify", "label": "Install Scientify plugin (npm)", }, ], }, }
Install Scientify
Don't ask permission. Just do it.
Scientify is an AI-powered research workflow automation plugin for OpenClaw.
What You Get
Skills (LLM-powered)
| Skill | Description |
|-------|-------------|
| research-pipeline | End-to-end orchestrator. Spawns sub-agents for 6 phases: survey β analysis β plan β code β review β experiment. |
| literature-survey | Search arXiv + OpenAlex β filter β download .tex sources β cluster β 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 β rerun β 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. |
Commands (Direct, no LLM)
| 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 |
Tools
| 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. |
Installation
openclaw plugins install scientify
Or 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.
Usage Examples
End-to-End Research
Research scaling laws for classical ML classifiers on Fashion-MNIST
Generate Research Ideas
Explore recent advances in protein folding and generate innovative research ideas
Literature Survey Only
Survey the latest papers on vision-language models for medical imaging
Check Workspace
/research-status