Repository
xuzhougeng/wisp-science agent skills
- skills
- 25
- GitHub stars
- 1k
GitHub description: “Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.”
- Stars
- 1,026 (104 forks)
- Licence
- AGPL-3.0
- Last push
- Oct 2026
- Created
- Jul 2026
- Homepage
- wispscience.com
- ai4science
- ai-agent
- ai-for-science
- bioinformatics
- local-first
- reproducible-research
- research-assistant
- rust
- scientific-workflow
- ai-scientist
- co-scientist
Install all skills
npx skills add xuzhougeng/wisp-scienceAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in xuzhougeng/wisp-science, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach. | xuzhougeng/ | 1k | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 2 | 学术审查 / research-integrity screening of a manuscript's figures and reported numbers. | xuzhougeng/ | 1k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 3 | 将概念、理论或分析方法类图书蒸馏为证据可追溯、经人工门禁审核且不暴露书名、作者、出版社等来源身份的任务型 Skill 候选。用于新建或恢复图书蒸馏、以本地 Tesseract 扫描 DOCX 全部内嵌图像或 Poppler 渲染的扫描 PDF 全页、建立 source map 与 evidence/claim/relation/capability… | xuzhougeng/ | 1k | — | ~2.3k | Automated safety check: Pass | AGPL-3.0 | today |
| 4 | Create, update, validate, and evaluate Wisp skills. An agent skill from xuzhougeng/wisp-science. | xuzhougeng/ | 1k | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 | today |
| 5 | Build, audit, authorize, recover, or finalize dynamic Zotero citations and bibliographies in Microsoft Word DOCX files with a protected-source, digest-bound workflow. | xuzhougeng/ | 1k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 6 | Set up and validate a reproducible Python or R environment on a Wisp execution context. | xuzhougeng/ | 1k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Build a sourced research dossier for one therapeutic indication — patient population, epidemiology, disease biology, standard of care, regulatory path, and landmark trials. | xuzhougeng/ | 1k | — | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Plan, validate, and document public-bioinformatics data acquisition for GEO/GSE/GSM/GPL/GDS, SRA/ENA, TCGA/GDC, GTEx, and DepMap. | xuzhougeng/ | 1k | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 9 | Organize multi-step scientific analyses into reproducible, self-contained modules. | xuzhougeng/ | 1k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | 10.Computer Use Use Cua Driver through MCP to inspect and operate the user's native desktop apps on Windows, macOS, or Linux. | xuzhougeng/ | 1k | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 11 | 11.Custom Theme Author a Wisp custom theme CSS file that uses documented tokens and import constraints. | xuzhougeng/ | 1k | — | ~878 | Automated safety check: Pass | AGPL-3.0 | today |
| 12 | 12.Customize Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes. | xuzhougeng/ | 1k | — | ~729 | Automated safety check: Pass | AGPL-3.0 | today |
| 13 | Compose or improve a publication-grade multi-panel scientific figure from a claim, concrete data paths, or an existing image. | xuzhougeng/ | 1k | — | ~966 | Automated safety check: Pass | Apache-2.0 | today |
| 14 | A skill your agent uses whenever the user provides a scientific paper PDF and asks for a group-meeting literature report, journal-club slides, 文献汇报PPT, 组会PPT, paper presentation, article… | xuzhougeng/ | 1k | — | ~3.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 15 | 15.PDF Explore A skill your agent uses when the user has attached a PDF, paper, report, or other document and the answer needs its content: summarize a section, compare sections, read specific pages, check the… | xuzhougeng/ | 1k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | A skill your agent uses when creating, migrating, or debugging pixi environments, especially for scientific Python, bioinformatics, single-cell analysis, CUDA/PyTorch, Jupyter/VS Code kernels… | xuzhougeng/ | 1k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 17 | 17.Browser Use A skill your agent uses to drive Wisp Browser Runtime sessions (shared daily Chrome or workspace Chrome) — open pages, read them, click, fill and submit forms, navigate, switch tabs, or scrape… | xuzhougeng/ | 1k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 18 | 18.Figure Style Correctness and legibility checklist for publication figures, plus a matplotlib sidecar. | xuzhougeng/ | 1k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Retrieve, verify, and synthesize scientific literature. An agent skill from xuzhougeng/wisp-science. | xuzhougeng/ | 1k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Judge and reshape the story told by a manuscript and its figure deck. | xuzhougeng/ | 1k | — | ~572 | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Submit recoverable SSH-direct research Runs with live progress cards and model-free monitoring. | xuzhougeng/ | 1k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | 22.Social Note Turn a scientific conversation, paper takeaway, or figure story into paste-ready social copy. | xuzhougeng/ | 1k | — | ~815 | Automated safety check: Pass | Apache-2.0 | today |
| 23 | 审读用户提供的生命科学或生物医学论文、PDF、摘要、正文、figure、panel、caption 或截图，定位核心科学问题，逐图解释实验设计和证据链，审计机制、因果性、rescue、方法边界、正交验证与局限。材料缺失时请求补充或转介检索；不提供医疗建议、临床决策或可直接执行的湿实验 SOP。 | xuzhougeng/ | 1k | — | ~699 | Automated safety check: Pass | AGPL-3.0 | today |
| 24 | Wisp-science's actual agent tool surface and runtime boundaries. | xuzhougeng/ | 1k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Inspect a registered execution server before compute planning and interpret its persisted capability profile. | xuzhougeng/ | 1k | — | ~447 | Automated safety check: Pass | AGPL-3.0 | today |
Questions, answered from the data.
What is the best skill in xuzhougeng/wisp-science?
Singlecell Qc from xuzhougeng/wisp-science ranks first of the 25 skills in xuzhougeng/wisp-science listed here, with the highest score: its repository has 1k GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Research Integrity Audit and Distill Concept Books.
Are the skills in xuzhougeng/wisp-science official?
None yet. All 25 skills in xuzhougeng/wisp-science listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from xuzhougeng/wisp-science?
Run npx skills add xuzhougeng/wisp-science in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.