Paper Radar 📡

自动发现学术论文 → 构建本地知识图谱 → 制作视频专栏的开源 skill。

Automatically discover papers (OpenAlex / arXiv), build a local knowledge graph (课题组 / 作者 / 论文 / 论点 / 论据), rank strong research groups by citation relations, render highlighted global & local graph views, and produce a daily Bilibili video column episode (EasySlides deck + TTS narration + gated release pipeline).

专栏流程 / Column flow

每日定时 ─ fetch_openalex / fetch_arxiv ─ build_graph ─ rank_groups ─ column_report
                                                        │
              ┌─────────────────────────────────────────┘
              ▼
   render_graph (global 全局格局 + local 论文地位高亮)
              ▼
   E:\bili\Bili 视频管线（EasySlides deck · IndexTTS2 配音 · Remotion 渲染 · 发布闸门）
              ▼
   episodes.json 记录 ─ LESSONS.md 经验回写 ─ git commit & push（skill 自我进化）

Quick start

git clone https://github.com/mappedinfo/paper-radar
cd paper-radar
python scripts/fetch_openalex.py --channel reinforcement-learning
python scripts/fetch_arxiv.py     --channel reinforcement-learning
python scripts/build_graph.py     --channel reinforcement-learning
python scripts/rank_groups.py     --channel reinforcement-learning
python scripts/column_report.py   --channel reinforcement-learning
python scripts/render_graph.py    --channel reinforcement-learning --mode global

Python ≥ 3.10, standard library only (no pip installs needed for the radar itself). Reports land in reports/, graphs in data/<channel>/graph.json, renders in data/<channel>/renders/.

知识图谱站点 / Live graph site

https://mappedinfo.github.io/paper-radar — 交互式力导向知识图谱 （拖拽/缩放/搜索/点击查看 2 跳局部关系），节点含 课题组 / 作者 / 论文 / 论点 / 论据。本站只可视化关系、论点与论据，不存储任何论文内容。 数据由 scripts/publish_site.py 在每日例程中刷新并随仓库推送。

新建一个专栏频道 / Add a channel

Copy channels/reinforcement-learning.json, adjust topic queries, venue whitelist, and seed groups, then run the same commands with --channel <id>.

Docs

• Skill routing: SKILL.md
• Graph schema: references/graph-schema.md
• 每期 PPT 通用大纲与布局: references/episode-deck-blueprint.md
• Daily runbook + skill-evolution protocol: workflows/daily-column.md

License

MIT © mappedinfo