johnalbertini14-glitch 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 → 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. |
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 <id> |
Switch active project |
/project-delete <id> |
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 viaopenclaw plugins installto 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
Links
- npm: https://www.npmjs.com/package/scientify
- GitHub: https://github.com/tsingyuai/scientify
- Author: tsingyuai