Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
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...
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...
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Don't ask permission. Just do it. Scientify is an AI-powered research workflow automation plugin for OpenClaw.
SkillDescriptionresearch-pipelineEnd-to-end orchestrator. Spawns sub-agents for 6 phases: survey โ analysis โ plan โ code โ review โ experiment.literature-surveySearch arXiv + OpenAlex โ filter โ download .tex sources โ cluster โ generate survey report.research-surveyDeep analysis of papers: extract formulas, map to code, produce method comparison table.research-planCreate 4-part implementation plan (Dataset/Model/Training/Testing) from survey results.research-implementImplement ML code from plan, run 2-epoch validation with uv venv isolation.research-reviewReview implementation. Iterates fix โ rerun โ review up to 3 times.research-experimentFull training + ablation experiments. Requires review PASS.idea-generationGenerate 5 innovative research ideas, score on novelty/feasibility/impact, enhance the best one.write-review-paperDraft a review/survey paper from project research outputs.
CommandDescription/research-statusShow workspace status and active project/papersList downloaded papers with metadata/ideasList generated ideas/projectsList all projects/project-switch <id>Switch active project/project-delete <id>Delete a project
ToolDescriptionarxiv_searchSearch arXiv papers. Returns metadata (title, authors, abstract, ID). Supports sorting by relevance/date.arxiv_downloadBatch download papers by arXiv ID. Prefers .tex source (PDF fallback).openalex_searchSearch cross-disciplinary papers via OpenAlex API. Returns DOI, authors, citation count, OA status.unpaywall_downloadDownload open access PDFs by DOI via Unpaywall. Non-OA papers silently skipped.github_searchSearch GitHub repositories. Returns name, description, stars, URL. Supports language filtering.paper_browserPaginated browsing of large paper files (.tex/.md) to avoid context overflow.
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.
Research scaling laws for classical ML classifiers on Fashion-MNIST
Explore recent advances in protein folding and generate innovative research ideas
Survey the latest papers on vision-language models for medical imaging
/research-status
npm: https://www.npmjs.com/package/scientify GitHub: https://github.com/tsingyuai/scientify Author: tsingyuai
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Largest current source with strong distribution and engagement signals.