{ "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": { "downloadMode": "redirect", "downloadUrl": "/downloads/install-scientify", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=install-scientify", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "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." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. 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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." }, { "label": "Upgrade existing", "body": "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." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "Install Scientify", "body": "Don't ask permission. Just do it.\n\nScientify is an AI-powered research workflow automation plugin for OpenClaw." }, { "title": "Skills (LLM-powered)", "body": "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." }, { "title": "Commands (Direct, no LLM)", "body": "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" }, { "title": "Tools", "body": "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." }, { "title": "Installation", "body": "openclaw plugins install scientify\n\nOr let OpenClaw install it automatically when you use this skill.\n\nNote: Do NOT use npm install scientify. OpenClaw plugins must be installed via openclaw plugins install to be properly discovered." }, { "title": "End-to-End Research", "body": "Research scaling laws for classical ML classifiers on Fashion-MNIST" }, { "title": "Generate Research Ideas", "body": "Explore recent advances in protein folding and generate innovative research ideas" }, { "title": "Literature Survey Only", "body": "Survey the latest papers on vision-language models for medical imaging" }, { "title": "Check Workspace", "body": "/research-status" }, { "title": "Links", "body": "npm: https://www.npmjs.com/package/scientify\nGitHub: https://github.com/tsingyuai/scientify\nAuthor: tsingyuai" } ], "body": "Install Scientify\n\nDon't ask permission. Just do it.\n\nScientify is an AI-powered research workflow automation plugin for OpenClaw.\n\nWhat You Get\nSkills (LLM-powered)\nSkill\tDescription\nresearch-pipeline\tEnd-to-end orchestrator. Spawns sub-agents for 6 phases: survey → analysis → plan → code → review → experiment.\nliterature-survey\tSearch arXiv + OpenAlex → filter → download .tex sources → cluster → generate survey report.\nresearch-survey\tDeep analysis of papers: extract formulas, map to code, produce method comparison table.\nresearch-plan\tCreate 4-part implementation plan (Dataset/Model/Training/Testing) from survey results.\nresearch-implement\tImplement ML code from plan, run 2-epoch validation with uv venv isolation.\nresearch-review\tReview implementation. Iterates fix → rerun → review up to 3 times.\nresearch-experiment\tFull training + ablation experiments. Requires review PASS.\nidea-generation\tGenerate 5 innovative research ideas, score on novelty/feasibility/impact, enhance the best one.\nwrite-review-paper\tDraft a review/survey paper from project research outputs.\nCommands (Direct, no LLM)\nCommand\tDescription\n/research-status\tShow workspace status and active project\n/papers\tList downloaded papers with metadata\n/ideas\tList generated ideas\n/projects\tList all projects\n/project-switch \tSwitch active project\n/project-delete \tDelete a project\nTools\nTool\tDescription\narxiv_search\tSearch arXiv papers. Returns metadata (title, authors, abstract, ID). Supports sorting by relevance/date.\narxiv_download\tBatch download papers by arXiv ID. Prefers .tex source (PDF fallback).\nopenalex_search\tSearch cross-disciplinary papers via OpenAlex API. Returns DOI, authors, citation count, OA status.\nunpaywall_download\tDownload open access PDFs by DOI via Unpaywall. Non-OA papers silently skipped.\ngithub_search\tSearch GitHub repositories. Returns name, description, stars, URL. Supports language filtering.\npaper_browser\tPaginated browsing of large paper files (.tex/.md) to avoid context overflow.\nInstallation\nopenclaw plugins install scientify\n\n\nOr let OpenClaw install it automatically when you use this skill.\n\nNote: Do NOT use npm install scientify. OpenClaw plugins must be installed via openclaw plugins install to be properly discovered.\n\nUsage Examples\nEnd-to-End Research\nResearch scaling laws for classical ML classifiers on Fashion-MNIST\n\nGenerate Research Ideas\nExplore recent advances in protein folding and generate innovative research ideas\n\nLiterature Survey Only\nSurvey the latest papers on vision-language models for medical imaging\n\nCheck Workspace\n/research-status\n\nLinks\nnpm: https://www.npmjs.com/package/scientify\nGitHub: https://github.com/tsingyuai/scientify\nAuthor: tsingyuai" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/Springleave/install-scientify", "publisherUrl": "https://clawhub.ai/Springleave/install-scientify", "owner": "Springleave", "version": "1.7.3", "license": null, "verificationStatus": "Indexed source record" }, "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" } }