Vc Industry Research
zebbern/claude-code-guide
Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis.
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。
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidence --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .claude/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .claude/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidenceType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidence --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .agents/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .agents/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidence --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .cursor/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .cursor/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/xuzhougeng/wisp-science.git --path skills/audit-biomedical-paper-evidence--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidence --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .gemini/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .gemini/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidenceInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .github/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .github/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xuzhougeng/wisp-science audit-biomedical-paper-evidence --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/audit-biomedical-paper-evidence .opencode/skills/audit-biomedical-paper-evidence && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "audit-biomedical-paper-evidence" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/audit-biomedical-paper-evidence into .opencode/skills/audit-biomedical-paper-evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-biomedical-paper-evidence", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
audit-biomedical-paper-evidence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。
Audit Biomedical Paper Evidence is an agent skill from xuzhougeng/wisp-science. 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。
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `evals/rubric.json`, `evals/task-cases.json` and `evals/trigger-cases.json`).
It sits in Documents & Office, covering Operations and SOPs and PDF. The repository describes itself as: 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. The licence is AGPL-3.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2ba143b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Audit Biomedical Paper Evidence loads about 699 tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 142 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from xuzhougeng/wisp-science at commit 2ba143b, republished under its AGPL-3.0 licence (© xuzhougeng). 142 words, ~699 tokens.
.claude/skills/audit-biomedical-paper-evidence/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.仅在以下条件同时满足时执行论文证据审读:
若只有标题或 DOI,先请求目标材料;仅在用户明确授权且存在独立检索通道时转交检索任务, 不得声称已读取未提供的全文。医学诊断、治疗选择、个体化用药、可直接执行的湿实验步骤、 剂量和危险操作不在范围内;不得为临床决策索取患者个人资料。作者语气或人格模仿也不在范围内。
至少一项用户提供的目标论文材料。若用户未指出具体问题,先从可见材料中识别:
rescue 一词不等于因果链成立。references/evidence-audit-framework.mdreferences/method-audit-patterns.md使用 evals/trigger-cases.json、evals/task-cases.json 和 evals/rubric.json 检查范围、
缺口诚实、证据锚定、因果克制、方法边界、安全停止和输出可用性。结构检查和测试定义
不能替代真实任务表现,也不能证明实际 Wisp 发现、解析或启用状态。
© xuzhougeng, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in skills/audit-biomedical-paper-evidence of xuzhougeng/wisp-science.
Open the folder on GitHubat commit 2ba143b
Audit Biomedical Paper Evidence next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Audit Biomedical Paper Evidence this skillxuzhougeng/wisp-science | 1k | — | ~699 | Automated safety check: Pass | AGPL-3.0 | |
| Vc Industry Researchzebbern/claude-code-guide | 4.7k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Eccv Author Responsebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Gzh Designisjiamu/gzh-design-skill | 4k | — | ~2.2k | Automated safety check: Pass | AGPL-3.0 | |
| GenOffice Document CLIgenspark-ai/genoffice | 9.2k | — | ~19k | Automated safety check: Pass | Apache-2.0 |
zebbern/claude-code-guide
Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when drafting an ECCV rebuttal — the optional one-page, two-column PDF answering three-plus reviews inside a nine-day window (reviews May 2, rebuttal due May 11 in 2026)…
ImCa0/just-laws
Convert files and office documents to Markdown. An agent skill from ImCa0/just-laws.
isjiamu/gzh-design-skill
微信公众号文章排版引擎,将 Markdown 转换为可直接粘贴到公众号编辑器的 HTML。主题风格从 references/theme-index.md 注册的自定义主题库中选取,自动章节编号、关键词下划线标记、引言卡片、目录导航、代码块、图片/GIF、作者签名。支持 Markdown / Word(.docx) / PDF / 纯文本输入(非 Markdown…
genspark-ai/genoffice
Creates, converts, reads and edits real pptx, xlsx, docx and PDF files locally through the genoffice command line.
wquguru/harness-books
Best practices for working on the Harness books repo. An agent skill from wquguru/harness-books.
xuzhougeng/wisp-science
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/wisp-science
学术审查 / research-integrity screening of a manuscript's figures and reported numbers.
xuzhougeng/wisp-science
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/wisp-science
Create, update, validate, and evaluate Wisp skills. An agent skill from xuzhougeng/wisp-science.
xuzhougeng/wisp-science
Build, audit, authorize, recover, or finalize dynamic Zotero citations and bibliographies in Microsoft Word DOCX files with a protected-source, digest-bound workflow.
xuzhougeng/wisp-science
Set up and validate a reproducible Python or R environment on a Wisp execution context.
Categories
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。. Audit Biomedical Paper Evidence is an agent skill from xuzhougeng/wisp-science.
Audit Biomedical Paper Evidence fits situations like: tasks that involve Operations and SOPs; tasks that involve PDF.
Run `npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a claude-code`. Or copy the skill folder (skills/audit-biomedical-paper-evidence in xuzhougeng/wisp-science) into .claude/skills/audit-biomedical-paper-evidence in your project. Claude Code loads it when a task matches its description.
Run `npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a codex`. Or copy the skill folder (skills/audit-biomedical-paper-evidence in xuzhougeng/wisp-science) into .agents/skills/audit-biomedical-paper-evidence in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add xuzhougeng/wisp-science --skill audit-biomedical-paper-evidence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-biomedical-paper-evidence, .gemini/skills/audit-biomedical-paper-evidence, .github/skills/audit-biomedical-paper-evidence and .opencode/skills/audit-biomedical-paper-evidence in your project.
SKILL.md names no scripts, command-line tools or credentials: Audit Biomedical Paper Evidence is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Audit Biomedical Paper Evidence is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 699 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Audit Biomedical Paper Evidence: Vc Industry Research (zebbern/claude-code-guide, 4.7k stars), Eccv Author Response (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Markitdown (ImCa0/just-laws, 781 stars) and Gzh Design (isjiamu/gzh-design-skill, 4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
xuzhougeng (a GitHub user) maintains it in xuzhougeng/wisp-science, which has 1,026 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 10, 2026.
Source: xuzhougeng/wisp-science on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.