SkillHub

semantic-paper-radar

v0.1.0

Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommendations, reading lists, or academic lineage/context for a topic in natural science, AI, engineering,...

Sourced from ClawHub, Authored by Roger Yang

Installation

Please help me install the skill `semantic-paper-radar` from SkillHub official store. npx skills add Rogerrrr18/semantic-paper-radar

Semantic Paper Radar

Build a domain reading list from natural-language intent, then output a concise research map.

Workflow

  1. Clarify query intent in one line:
  2. topic + scope + time window + priority (foundational / frontier / balanced).
  3. Run aggregated retrieval:
  4. General: python3 scripts/paper_radar.py search --query "<topic>" --max 40 --years 8
  5. Biomedical force-on: python3 scripts/paper_radar.py search --query "<topic>" --max 40 --years 8 --biomed
  6. Generate synthesis report:
  7. python3 scripts/paper_radar.py report --query "<topic>" --max 40 --years 8 --top 12 --mode balanced
  8. Biomedical force-on: add --biomed

  9. Export clickable HTML: add --export-html (optional --html-out <path>)

  10. Present results in Chinese unless user asked otherwise:

  11. 必读文献（分层）
  12. 学术脉络（时间线）
  13. 阅读顺序（先读3篇）
  14. 可选下一步（细分子方向）

Output Rules

  • Prefer OpenAlex entries with DOI/citation metadata for "经典" judgement.
  • Keep arXiv entries for "最新前沿" and unreviewed but high-momentum work.
  • If the query is biomedical/clinical, explicitly include a caution that arXiv papers may be preprint.
  • If retrieval is sparse, broaden query with synonyms and rerun once.

Use this framing when user asks for recommendations:

  • "按 经典奠基(3-5) + 方法跃迁(3-5) + 近两年新进展(3-5) 输出"
  • "每篇给：一句贡献、为什么必读、适合第几步读"
  • "最后给该领域 3 条学术脉络主线"

Optional Scholar Integration

If the environment already has a Scholar-capable tool/skill (e.g., serper-scholar), call it after report and use it only for: - citation cross-check - venue/author authority补充

Do not block core workflow if Scholar integration is unavailable.