Skill: springleave/install-scientify (version 1.7.3)

--- 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": "🔬", "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 → 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 ```bash 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 ``` ## Links - npm: https://www.npmjs.com/package/scientify - GitHub: https://github.com/tsingyuai/scientify - Author: tsingyuai


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