Daily AI Open Source (Skill Project)

这是一个 全 Python 实现 的 skill 项目，用于自动生成“每日 AI 日报（含自动配图）”。

项目目标

每日聚合并输出：

• GitHub 热门 AI 开源项目
• Hugging Face Blog 最新动态
• arXiv cs.AI 最新论文
• 由图片生成大模型自动生成的配图

最终生成结构化 Markdown 日报，可直接发布。

核心能力

• 可插拔图片大模型：支持 openai 与 custom 两种 provider。
• 用户自定义模型：通过 --image-model 指定模型名。
• 用户自定义端点：通过 --image-api-base + --image-endpoint 对接私有部署或第三方兼容接口。
• 自动落盘图片：日报中的配图会下载/保存到本地，并直接以 Markdown 图片语法嵌入。

项目结构

.
├── SKILL.md
├── pyproject.toml
├── src/
│   └── daily_ai_skill/
│       ├── __init__.py
│       ├── cli.py
│       ├── generator.py
│       ├── image_generation.py
│       ├── models.py
│       └── sources.py
├── templates/
│   └── daily_report.md.j2
├── reports/
└── tests/
    └── test_generator.py

安装

python -m venv .venv
source .venv/bin/activate
pip install -e .[dev]

生成日报

1) 仅生成文字日报

daily-ai-report --output reports/daily_ai_report.md

2) 接入 OpenAI 图片模型自动配图

export OPENAI_API_KEY=your_key
daily-ai-report \
  --image-provider openai \
  --image-model gpt-image-1 \
  --max-images 6 \
  --output reports/daily_with_images.md

3) 接入用户自定义模型/服务（OpenAI 兼容接口）

export CUSTOM_IMAGE_KEY=your_key
daily-ai-report \
  --image-provider custom \
  --image-model your-model-name \
  --image-api-base https://your-image-gateway.example.com \
  --image-endpoint /v1/images/generations \
  --image-api-key-env CUSTOM_IMAGE_KEY \
  --output reports/daily_custom_images.md
=======
### Daily Report Delivery Channels
- Supports multi-channel daily report delivery.
- Configure channels during skill installation.
- Supported channels: **Feishu**, **iMessage**, **OpenClaw**.

### Skill Installation Channel Configuration
Use a channel list in your install configuration:

```yaml
report_delivery:
  enabled: true
  channels:
    - feishu
    - imessage
    - openclaw

You can enable one or multiple channels based on your environment.

Sample Entry (2026-03-23)

• Date: 2026-03-23
  • Project: OpenVision-Lite
  • Stars: 12,345
  • Description: Lightweight multimodal model for vision-language tasks.
  • Link: https://github.com/example/openvision-lite

Trusted AI Information Sources

Research & Papers

• arXiv - Open-access archive for scholarly articles in AI/ML
• Papers With Code - ML papers with code, datasets, and benchmarks
• Hugging Face - Open-source AI models, datasets, and demos
• Semantic Scholar - AI-powered research literature search

Labs & Research Blogs

• OpenAI Blog - Research and announcements from OpenAI
• Google DeepMind - DeepMind research publications
• Meta AI - Meta AI research blog
• Anthropic Research - Anthropic AI safety research
• Microsoft Research AI - Microsoft AI research

News & Media

• The Verge - AI - AI coverage from The Verge
• TechCrunch - AI - AI startup and industry news
• VentureBeat - AI - Enterprise AI news and analysis
• MIT Technology Review - AI - In-depth AI reporting

Newsletters & Aggregators

• Import AI - Weekly AI newsletter by Jack Clark
• The Rundown AI - Daily AI news digest
• Ben's Bites - Daily AI product and research roundup
• TLDR AI - Concise daily AI newsletter

Community

• r/MachineLearning - Reddit ML community
• Hacker News - Tech community with strong AI discussion
• GitHub Trending - Trending open source projects

How to Contribute

1. Fork this repository.
2. Add a new entry in the latest daily section following the format.
3. Submit a pull request with a clear summary.

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中文

说明

本仓库用于记录来自 GitHub、Hugging Face 和 Papers with Code 的 每日热门 AI 开源项目，以结构化的方式快速呈现当天值得关注的项目。

分类

• LLM（大语言模型）
• Computer Vision（计算机视觉）
• NLP（自然语言处理）
• MLOps
• AI Agents（智能体）
• Multimodal（多模态）

每日更新格式