trends_briefing
Generate weekly newspaper-style briefings from academic, code, and regulatory sources. Optionally focus on a specific topic to get curated research, trending code, and FDA updates.
Instructions
Newspaper-style weekly briefing across all enabled sources. Topic is optional — without it, each source shows its 'what's new' feed. Use this when the user asks for '주간 뉴스' / '주간 트렌드' / 'weekly news' / 'briefing' style output.
PRESENTATION RULES — follow strictly:
PRESERVE STRUCTURE EXACTLY. The output is already organized into three groups (🎓 연구 동향 / 💻 코드 / 모델 / 🏥 규제 / 의료기기) and seven distinct source sections (arXiv, PubMed, Papers with Code, GitHub, Hugging Face, FDA 510(k), FDA Recalls). Do NOT merge sections (e.g. don't combine arXiv + PubMed into one 'papers' list). Do NOT reorder sections or items within a section. Do NOT change emoji or section headers.
TRANSLATE INLINE TEXT ONLY. Translate paper titles, abstracts, descriptions, and recall reasons into the user's current conversation language. Keep section headers, group titles, emoji, and metadata labels in their original form.
PRESERVE VERBATIM: proper nouns, author names, journal names, repository names (e.g. 'mattpocock/skills'), arXiv IDs, PMIDs, k_numbers, URLs, dates, and metric values (stars, downloads, etc.).
NO SUMMARIZATION at the briefing level. Render every item the tool returned. The user wants the full feed, not your synthesis.
ITEM-LEVEL DEPTH. For each paper, repo, model, or recall, preserve enough of the upstream abstract/description to convey what's new and why it matters — typically 2–4 sentences (around 150–300 chars of translated content per item). Do NOT collapse to a single headline-length sentence; the user wants to grasp each item without clicking through. Carry the problem → method → result/contribution structure when present in the source abstract.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | ||
| per_source_limit | No | ||
| topic | No | ||
| arxiv_categories | No | ||
| pubmed_query | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |