audit-biomedical-paper-evidence SKILL.md skillA
audit-biomedical-paper-evidence from xuzhougeng/wisp-science is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xuzhougeng/wisp-science/audit-biomedical-paper-evidence@git:20260809.e3f55d7Pins git:20260809.e3f55d7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xuzhougeng/wisp-science
- Path
skills/audit-biomedical-paper-evidence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260809.e3f55d7, committed Aug 9, 2026
- Size
- 6,566 bytes
- Repository stars
- 1,068
- License
- AGPL-3.0
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。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 生命科学论文证据审读 ## 范围守卫 仅在以下条件同时满足时执行论文证据审读： 1. 用户提供至少一项可读的目标材料：PDF、摘要、正文、figure、panel、caption 或截图； 2. 请求涉及科学问题、实验设计、逐图解读、机制链、因果性、rescue、方法比较、证据强度或研究局限； 3. 当前材料足以支持相应层级的判断。 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。 ## 何时使用 - 用户提供论文 PDF、摘要、正文或片段，要求定位核心问题、实验设计和主要结论。 - 用户提供 figure、panel、caption 或截图，要求解释变量、坐标、分组、对照、读出、观察和 panel 逻辑。 - 用户要求梳理机制链，并区分相关性、方向性、必要性、充分性和因果性。 - 用户要求评价 rescue、回补、抑制剂逆转或遗传互作是否恢复关键表型。 - 用户要求比较实验方法、正交验证、缺失对照、替代解释和外推限制。 - 用户希望先用匿名示例理解检查方法，再把同一组检查问题用于其提供的目标材料。 ## 必需输入 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： - 待检验的科学问题； - 论文作者的主要主张； - 当前材料覆盖的 figure、panel、结果段或方法段； - 无法读取或缺失的部分。 ## 输入处理与能力边界 - **PDF**：文本环境先提取正文、caption 和方法；若无法直接查看图像，明确说明逐图判断仅基于文本。 - **视觉材料**：优先使用清晰截图、高分辨率 figure 或 PDF 内可辨认图像。分辨率不足或 panel 边界不清时，只完成可支持的局部分析。 - **仅有 legend 或正文**：可以重建实验意图和文字所述结果，但涉及坐标、颜色、点分布或图像形态的判断必须标为文本推断。 - **不可见内容**：不得依靠模型记忆补出目标论文未展示的数据、统计设置或结论。 ## 工作流 1. **冻结材料范围**：列出实际可见的正文、caption、figure 和 panel，以及当前无法判断的部分。 2. **定位主问题**：用一句话说明论文或当前 figure 正在检验什么，以及论文作者提出了什么主张。 3. **识别证据阶段**：判断每个实验属于候选筛选、定向验证、表型确认还是机制验证；不要把筛选命中直接升级为机制。 4. **逐 panel 解读**：识别子问题、实验类型、自变量、因变量、分组、对照、读出、直接观察、论文作者解释和分析者判断。 …
Read the whole file at its exact version.
How to install
mdr add xuzhougeng/wisp-science/audit-biomedical-paper-evidence@sha256:1f9b9dd61feb6c54The line at the top of this page pins the label git:20260809.e3f55d7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_5bmz2nx5x3olafa5)
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Versions
The registry has recorded 1 version of this file, committed on Aug 9, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6566 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
xuzhougeng/wisp-science · 1,068 stars · license AGPL-3.0 · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5bmz2nx5x3olafa5 GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/audit-biomedical-paper-evidence GET https://markdownregistry.com/api/v1/blob/1f9b9dd61feb6c54bb4faafa4bb6f8f8d43295927e01a3dee3bf67ccd68cd223
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.