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ai-news-collector

Aggregates AI news from multi-dimensional web searches and ranks items by popularity signals.

Updated Mar 30, 2026
Search Tags:#newsletter#web search#aggregation#digest#trending#ai news#heat ranking
One-click install
npx skills add https://github.com/tmtgroupbot/lptracker-deploy --skill ai-news-collector-tmtgroupbot
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-news-collector
Source: https://github.com/tmtgroupbot/lptracker-deploy/tree/main/skills/ai-news-collectors
Command: npx skills add https://github.com/tmtgroupbot/lptracker-deploy --skill ai-news-collector-tmtgroupbot

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Generic searches for "AI news today" return SEO aggregator pages and miss community-level viral events like trending open-source tools. This Skill enforces a structured, multi-dimensional search strategy that systematically covers newsletters, community buzz, product launches, funding, research, and regulation, then ranks results by heat signals. ## Core Features & Use Cases - Six-Dimension Layered Search: Covers newsletters, viral community trends, product/model releases, funding, research breakthroughs, and AI regulation with at least 8 searches. - Heat-Based Ranking: Scores each item 1-5 stars using signals like multi-source coverage, GitHub star surges, HN front page presence, and real user adoption. - Curated Source List: Ships a references file with recommended newsletters, media outlets, communities, and search keyword matrices in both English and Chinese. - Use Case: Ask "What happened in AI this week?" and receive a deduplicated, heat-sorted digest of 15-25 news items with source links, covering both English and Chinese ecosystems. ## Quick Start Ask the AI to summarize this week's hottest AI news and product releases using the ai-news-collector skill.

Frequently Asked Questions about ai-news-collector

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get a ranked summary of this week's AI news?▼

Trigger the skill with a request like "summarize this week's AI news". It runs at least eight searches across six dimensions, deduplicates overlapping stories, scores each by heat signals, and outputs 15-25 ranked items with source links.

What sources does an AI news aggregator search?▼

It searches AI newsletters like Last Week in AI and The Batch, communities like Hacker News, Reddit, and GitHub Trending, mainstream tech media, Chinese outlets like 机器之心 and 量子位, plus arXiv and vendor blogs listed in references/sources.md.

Why does searching "AI news today" miss viral AI tools?▼

Generic queries return SEO aggregator pages and trend-prediction articles that systematically miss community-level phenomena like GitHub star surges or HN front-page tools. The skill counters this with dedicated viral-community search dimensions and targeted keywords.

How is AI news popularity or heat score determined?▼

Each item is rated 1-5 stars based on weighted signals: coverage by three or more outlets, evidence of viral spread such as GitHub stars or Twitter buzz, authoritative sources, real user adoption, technical impact, controversy, and recency.

Does the AI news collector cover Chinese AI news sources?▼

Yes. It includes Chinese search keywords and domestic sources such as 机器之心, 量子位, 36氪, 新智元, and 即刻. When Chinese and English hotspots differ, both ecosystems are covered in the output.

What are the limitations of search-based AI news aggregation?▼

Results depend on search engine coverage and may miss paywalled content, which is marked as subscription-required. Very recent events with few reports may score lower on heat, and output quality drops if fewer than eight searches are performed.

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