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AITOP AI News Assistant

Knowledge Management Updated 2026.08.30

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About this skill

Problem

AI updates are scattered across product launches, model releases, papers, and industry funding news. When an assistant scrapes raw pages directly, results can mix summaries, miss source links, and have inconsistent fields. This skill wraps AITOP’s public API into a structured news query workflow for engineers and agents that need reliable AI industry updates.

How It Works

  • Routing: choose GET /items, GET /daily, or GET /items/{id} based on intent. Use curated mode by default and only switch to mode=all when the user explicitly asks for all results.
  • Filtering: prefer server-side parameters such as since, q, and category instead of fetching everything and filtering locally. Supported categories include ai-models, ai-products, industry, paper, and tip.
  • Display: use detailUrl as the default reading link and sourceUrl for citation, verification, or “view source” requests. Do not treat AI summaries as source text.
  • Details: when expanding an item, read fields such as recommendReason, bodyOriginal, and duplicates. If any *Truncated=true field appears, append readMore.url and state that the content is an excerpt.

Boundaries

This skill is suitable for querying AITOP-curated AI news, daily briefs, and item details, not for arbitrary web crawling or generating new analysis. If the API fails, say AITOP is temporarily unavailable rather than inventing cached results. Output any notice once, verbatim, at the end of the response, and keep subscription keys out of user-facing output or logs.

Use Cases

  • Before a 10-minute morning meeting, query AI model and product updates from the last 24 hours and compile a citable brief.
  • When a user asks whether multiple outlets covered a story, call the detail endpoint to inspect duplicates and duplicatesCount.
  • While drafting a weekly tech report, fetch AITOP items filtered by ai-models or industry for the current week.
  • When verifying the original source of an AI story, open sourceUrl and cross-check it against the AITOP detail page.

Best For

  • Product managers who need fast updates on AI model releases, product changes, and industry funding.
  • Technical writers who must cite original AI news sources in weekly reports or research notes.
  • Integration engineers who configure AI news lookup in chat assistants for follow-up details and source links.
  • Developers who build AI industry dashboards or pushes from structured news data.