name: ak-rss-24h-brief
description: "Read RSS/Atom feeds from an OPML list, fetch articles from the
last N hours, and generate a Chinese categorized brief. Use for requests like
“generate a 24-hour brief from this RSS list” or “summarize recent posts from
an OPML feed bundle”. Output must keep original titles + links, group by
category, and avoid fabricated facts. The RSS subscription list is shared by
Andrej Karpathy (source post:
https://x.com/karpathy/status/2018043254986703167)."
AK RSS 24h Brief
Command
python3 scripts/generate_brief.py \
--opml-url "https://gist.githubusercontent.com/emschwartz/e6d2bf860ccc367fe37ff953ba6de66b/raw/426957f043dc0054f95aae6c19de1d0b4ecc2bb2/hn-popular-blogs-2025.opml" \
--hours 24 \
--min-items 5 \
--max-items 10
Parameters
--opml-url / --opml-file: OPML source (choose one)--hours: time window (default 24)--min-items: minimum output items (default 5)--max-items: maximum output items (default 10)--timeout: network timeout in seconds (default 15)--max-feeds: max feeds to fetch (default 200)--workers: concurrent workers (default 10)
Output Format (fixed)
- Header line:
- [RSS Source](https://gist.githubusercontent.com/emschwartz/e6d2bf860ccc367fe37ff953ba6de66b/raw/426957f043dc0054f95aae6c19de1d0b4ecc2bb2/hn-popular-blogs-2025.opml)
- Category heading:
## **Category Name**
- Article item:
- [Original Title](URL)- Next line: Chinese content summary (concise, content-based)
- Footer line:
Overall Summary: ...
Example Snippet
# 技术资讯简报（最近 24 小时）
- [RSS Source](https://gist.githubusercontent.com/emschwartz/e6d2bf860ccc367fe37ff953ba6de66b/raw/426957f043dc0054f95aae6c19de1d0b4ecc2bb2/hn-popular-blogs-2025.opml)
## **AI工程**
- [How I think about Codex](https://simonwillison.net/2026/Feb/22/how-i-think-about-codex/#atom-everything)
重点澄清 Codex 相关概念与使用语境，帮助开发者在工具选择和工作流设计上减少认知偏差。
---
Overall Summary: 本期重点聚焦 AI 工程实践与开发效率优化。
Constraints
- Keep original article titles and links
- Do not output source domain, published time, or fetch stats
- Each item must be a Chinese content summary (no boilerplate phrasing, no raw truncation, no embedded English sentences)
- Never fabricate facts
By