research

name: research description: Deep-research a red-alert event, produce a BriefPackage draft model: smart

research skill

Input: a red-alert event (event row + evidence posts + extracted URLs). Output: a BriefPackage JSON draft (see xtrend.core.models.BriefPackage).

For each event, do:

1. Read the evidence posts and extracted URLs (arxiv / github / blog / youtube)
2. For up to max_external_fetches URLs, fetch the page (you can use WebFetch)
3. Synthesize: what's the topic, why it matters, what 2-4 key judgements you'd surface, what references to cite

Output format (strict JSON at $OUTPUT_PATH):

{
  "slug": "2026-04-19-short-kebab-slug",
  "category": "infra"|"agent"|"foundation"|"app"|"research",
  "title": "A concise Chinese title",
  "summary": "One-sentence (<100 chars) Chinese summary",
  "key_judgements": ["judgement 1", "judgement 2", ...],
  "references": [{"url": "...", "label": "..."}],
  "evidence_post_ids": ["id1", "id2"],
  "intro": "A 1-2 sentence Chinese intro matching miraclefarms intro format"
}

No prose outside JSON. This draft is consumed by the brief-packager skill.