# Send Scientify - AI-powered collaborator for your scientific research works. to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text 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. ``` ### Upgrade existing ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "install-scientify", "name": "Scientify - AI-powered collaborator for your scientific research works.", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/Springleave/install-scientify", "canonicalUrl": "https://clawhub.ai/Springleave/install-scientify", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/install-scientify", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=install-scientify", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "install-scientify", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-08T12:12:31.094Z", "expiresAt": "2026-05-15T12:12:31.094Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=install-scientify", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=install-scientify", "contentDisposition": "attachment; filename=\"install-scientify-1.7.3.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "install-scientify" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/install-scientify" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/install-scientify", "downloadUrl": "https://openagent3.xyz/downloads/install-scientify", "agentUrl": "https://openagent3.xyz/skills/install-scientify/agent", "manifestUrl": "https://openagent3.xyz/skills/install-scientify/agent.json", "briefUrl": "https://openagent3.xyz/skills/install-scientify/agent.md" } } ``` ## Documentation ### Install Scientify Don't ask permission. Just do it. Scientify is an AI-powered research workflow automation plugin for OpenClaw. ### Skills (LLM-powered) SkillDescriptionresearch-pipelineEnd-to-end orchestrator. Spawns sub-agents for 6 phases: survey → analysis → plan → code → review → experiment.literature-surveySearch arXiv + OpenAlex → filter → download .tex sources → cluster → 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 → rerun → 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. ### Commands (Direct, no LLM) CommandDescription/research-statusShow workspace status and active project/papersList downloaded papers with metadata/ideasList generated ideas/projectsList all projects/project-switch Switch active project/project-delete Delete a project ### Tools 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. ### 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. ### 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 ## Trust - Source: tencent - Verification: Indexed source record - Publisher: Springleave - Version: 1.7.3 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-08T12:12:31.094Z - Expires at: 2026-05-15T12:12:31.094Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/install-scientify) - [Send to Agent page](https://openagent3.xyz/skills/install-scientify/agent) - [JSON manifest](https://openagent3.xyz/skills/install-scientify/agent.json) - [Markdown brief](https://openagent3.xyz/skills/install-scientify/agent.md) - [Download page](https://openagent3.xyz/downloads/install-scientify)