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.

ソースを見る

使い方

  1. インストールコマンドをコピーし、自分の環境へ導入する前にソースを確認します。
  2. 必要なツール、認証情報、対応環境を原文で確認します。
  3. 入力と成果物を指定し、出力を資料と照合します。
npx skills add https://github.com/crawlora-org/crawlora-skills --skill news-briefing-research

開始前の確認

  • 導入にはモデル契約、API枠、ファイルへのアクセス許可は含まれません。
  • スター数や導入数は活動の指標であり、独立した品質・安全性試験ではありません。
リポジトリの原文

見出し、例、コード、表、リンク、参照画像を含む原文を表示しています。

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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