crawlora-org/crawlora-skills

news-briefing-research

Builds source-aware news briefings from GDELT, BBC, CNN, The Guardian, and Yahoo News using the Crawlora API.

查看源码

使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/crawlora-org/crawlora-skills --skill news-briefing-research

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

News briefing research

Gather recent public news from multiple publishers and GDELT, then return a dated briefing with source links and clearly separated reporting from inference.

When to use this skill

  • Summarize recent coverage of a topic, company, person, or event.
  • Compare how multiple outlets frame the same story.
  • Track coverage volume, sentiment, entities, or timelines in a bounded window.
  • Find original article pages and live-story updates.

Research workflow

  1. Define topic terms, geography, language, date window, source set, and update

cutoff before searching. A headline query is not a complete news corpus.

  1. Search GDELT and publisher-specific endpoints separately. Deduplicate by

canonical URL, title, publisher, and publication timestamp while retaining syndicated versions when they add distinct reporting.

  1. Prefer the original article and record publication/update times, author,

outlet, URL, and whether the item is an opinion, live update, or report.

  1. Compare claims across sources and label unverified allegations, corrections,

missing context, and model-generated summaries. Do not infer causality from co-occurrence or coverage volume.

Examples

sh
scripts/crawlora.sh /gdelt/search query="semiconductor exports" | jq '.'
scripts/crawlora.sh /bbc/search query="semiconductor exports" | jq '.'
scripts/crawlora.sh /cnn/search query="semiconductor exports" | jq '.'
scripts/crawlora.sh /guardian/search query="semiconductor exports" | jq '.'
scripts/crawlora.sh /yahoo-news/search query="semiconductor exports" | jq '.'

Notes and limits

  • Public articles and feeds only; no paywall bypass, private account access,

or publication actions occur.

  • Search indexes differ by source, region, and freshness. State the collection

window and coverage limits rather than calling the result exhaustive.

  • Quote sparingly, link the original page, and preserve corrections or updates.
  • Treat sentiment and entity extraction as source-derived signals, not facts.

See `reference/endpoints.md` for the complete generated endpoint list.

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