ShixiangWang

Bioinfo Daily

Knowledgev1.0.1
By ShixiangWangUpdated 2026-05-112 versions · latest released 2026-03-11bioinfo-daily-skill@clawhub_shixiangwang/bioinfo-daily-skill
Knowledge Base Q&AInformation RetrievalSummarization#定时任务#日报#定时#研究#飞书

According to AlphaMoat, as of 2026-09, Bioinfo Daily has 1,413 downloads and 3 stars — ranked #4,824 of 5,078 AI skills overall, and #419 of 442 in Knowledge.

Installs
148
Downloads
1.4K
Stars
3
Overall Rank
#4,824
Top 95% overall · Top 95% in Knowledge
PlatformInstallsDownloadsStarsComments
ClawHub ↗291.1K2-
SkillHub ↗1481.4K3—

Platforms count differently and update at different times.

What this skill does

The source describes searching cancer-related papers added the previous day across bioinformatics, tumor immunology, single-cell sequencing, spatial transcriptomics, and clinical research, focusing on CNS and Nature Index journals. It recommends around 10 papers per day with Chinese highlights. NCBI credentials are required. Avoid loading credentials through an unreviewed project-local .env shell wrapper. Treat Feishu publishing as manual; review any added upload implementation before automating it. The documented script requires Python and requests.

Profile published 2026-10-29

What you can do with it

  • Prepare a digest of previous-day bioinformatics and oncology papers
  • Review selected journal papers by research topic
  • Draft a structured report for a research group or team

When to use it

  • When recurring PubMed literature summaries are needed and sources can be reviewed
  • When NCBI credentials have been configured securely
  • When Feishu output can first be reviewed as a manual publishing artifact

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Explain how to prepare the previous-day bioinformatics digest, including sources and credential safety. Do not access PubMed, read keys or publish to Feishu.

Monthly Trend

Downloads1.4K
3399161.5K2026-03 · Downloads 4192026-05 · Downloads 6882026-06 · Downloads 7592026-07 · Downloads 9782026-08 · Downloads 1.1K2026-09 · Downloads 1.4K26-0326-09
Stars3
2332026-03 · Stars 22026-05 · Stars 32026-06 · Stars 32026-07 · Stars 32026-08 · Stars 32026-09 · Stars 326-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-091.4K—3
2026-081.1K+12.2%3
2026-07978+28.9%3
2026-06759+10.3%3
2026-05688—3
2026-03419—2

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

4.1 KB · ClawHub v1.0.1
---
name: bioinfo-daily
description: 每日生物信息学与肿瘤学研究进展日报生成器。使用 PubMed API 自动搜索前一天的 CNS 及 Nature Index 期刊文献,筛选生物信息学、肿瘤免疫、单细胞测序、空间转录组等领域的高影响力研究,生成包含中文亮点介绍的日报。使用场景:(1) 设置定时任务每天自动获取研究进展并发送到飞书 (2) 手动查询特定日期的最新文献 (3) 为团队生成高质量研究日报。
---

# Bioinfo Daily - 生物信息学日报

## 概述

本技能使用 PubMed E-utilities API 自动搜索并汇总前一天的生物信息学和肿瘤学研究进展,聚焦 CNS(Cell/Nature/Science)及子刊、Nature Index 等高影响力期刊,每天推荐 10 篇左右重要文献,并生成中文亮点介绍。
Show all (135 lines)

## 功能特点

- 🔍 **自动搜索**: 使用 PubMed API 搜索前一天新增文献(限定 cancer 相关)
- 📊 **高影响力筛选**: 仅筛选 CNS 及 Nature Index 期刊
- 🎯 **精准分类**: 生物信息学、肿瘤免疫、单细胞测序、空间转录组、临床进展
- 💡 **中文亮点**: 每篇文献 30 字左右中文亮点介绍
- 📝 **智能摘要**: 日报抬头自动生成精选文章 summary
- 🔥 **智能优选**: 文章多时会自动优选创新性强、方向有区分的文章(最多10篇)
- 📰 **日报格式**: 结构化日报,便于阅读和分享

## 使用方法

### 1. 手动生成日报

```bash
python3 ~/.openclaw/workspace/skills/bioinfo-daily/scripts/pubmed_search.py
```

### 2. 查看定时任务

```bash
openclaw cron list
```

### 3. 测试搜索(特定主题)

```bash
# 编辑脚本中的 SEARCH_TOPICS 添加自定义主题
```

## 数据源

**PubMed API**: https://eutils.ncbi.nlm.nih.gov/entrez/eutils

**搜索范围**:
- 🧬 生物信息学算法与工具
- 🦠 肿瘤免疫学最新研究
- 🔬 单细胞测序技术
- 🧪 空间转录组技术
- 💊 癌症免疫治疗临床进展

**期刊筛选**:
- Nature, Science, Cell 主刊及子刊
- Nature Index 期刊
- 其他高影响力期刊(Lancet、JAMA、PNAS 等)

## 输出格式

日报包含:
1. 📅 日期和文献总数
2. 📚 每篇文献:标题、期刊、作者、亮点、链接
3. 📊 数据来源说明

## 配置

**API 配置**(使用环境变量):
- `NCBI_EMAIL`: 你的邮箱地址
- `NCBI_API_KEY`: 你的 PubMed API Key

**获取 API Key**: https://ncbiinsights.ncbi.nlm.nih.gov/2017/11/02/new-api-keys-for-the-e-utilities/

**配置方式**(任选其一):

方式 1 - OpenClaw 配置文件 `~/.openclaw/openclaw.json`:
```json
{
  "env": {
    "NCBI_EMAIL": "[email protected]",
    "NCBI_API_KEY": "your_api_key"
  }
}
```

方式 2 - 环境变量:
```bash
export NCBI_EMAIL="[email protected]"
export NCBI_API_KEY="your_api_key"
```

**定时任务**:
- 执行时间:每天早上 8:00(北京时间)
- 搜索范围:前一天新增文献

## 脚本

- `scripts/pubmed_search.py` - PubMed API 搜索和日报生成

## ⚠️ 安全注意事项

### 1. API Key 配置
- 必须配置 `NCBI_API_KEY` 才能使用 PubMed API
- 脚本会在缺少 API Key 时显示警告
- 获取 API Key: https://ncbiinsights.ncbi.nlm.nih.gov/2017/11/02/new-api-keys-for-the-e-utilities/

### 2. .env 文件安全
- 如果使用 `.env` 文件,只放置 NCBI 相关凭证
- 不要在同一文件放其他不相关的 secrets
- `.env` 文件已加入 `.gitignore`,不会提交到 Git

### 3. 网络活动说明
- `pubmed_search.py`: 直接调用 PubMed API(ncbi.nlm.nih.gov)
- `search_bioinfo.py`: 调用 OpenClaw 的 `web_search` 工具(会发送到配置的搜索提供商)
- 如需限制网络访问,可在隔离环境中运行

### 4. 飞书上传(如需自动发布)
- `generate_daily.sh` 引用飞书文档创建步骤
- 需要配置飞书 API 凭证才能自动上传
- 如未配置凭证,脚本会生成文件供手动上传

## 依赖

- Python 3.6+
- requests 库

## 使用示例

```bash
# 生成今日日报
cd ~/.openclaw/workspace/skills/bioinfo-daily
python3 scripts/pubmed_search.py

# 输出保存至 /tmp/bioinfo_daily_YYYYMMDD.txt
```

Popular in Knowledge

Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.