HF Daily Papers

Fetch papers from HuggingFace Daily Papers feed and generate a digest with analysis.

Setup: Get Your HF Token

1. Go to https://huggingface.co/settings/tokens
2. Create a Read token (any name)
3. Set the token as an environment variable:

# Windows PowerShell
$env:HF_TOKEN = "hf_xxxxxxxxxxxxx"

# macOS / Linux / Git Bash
export HF_TOKEN="hf_xxxxxxxxxxxxx"

The script reads HF_TOKEN from os.environ. If not set, it exits with a clear error message.

Step 1: Run the fetcher

cd \x3Cskill-path>/scripts && python hf_papers.py [date YYYY-MM-DD]

• No date arg = yesterday
• Output: hf_results.json (saved in the working directory)

Step 2: Read results

Read hf_results.json. Fields:

Step 3: Score and write digest

Scoring reference (10-point scale, intuition-based):

High vote count (>10) is a bonus — reflects community heat.

Step 4: Output format

📄 HF Daily Papers · [date]  N papers total

## 🔴 Must Read (score 8-10)
[Title | ID | Organization
 Xiaolongxia comment: ...]
## 🟡 Worth Noting (score 6-7)
[Compact list + one-line evaluation]
## 🟢 Skim If Interested
[Ultra brief list]

## 🦞 Summary
Top 3 + today's main theme observations

Commentary guidelines:

• Every "Must Read" paper needs a "Xiaolongxia comment" — explain the core insight in your own words
• Say why it's worth reading and what makes it special
• Can connect to other papers or industry trends
• Tone: casual, witty, friendly — like chatting with a friend
• "Worth Noting" entries: one sentence max