AI News Collector

This skill provides workflows and tools to collect, filter, and summarize the latest developments in the AI industry across major platforms.

Core Capabilities

GitHub Trending

Extract trending AI/ML repositories, new tools, and open-source models.

X (Twitter) Updates

Gather updates from key AI researchers, organizations, and trending AI hashtags.

News Aggregation

Summarize top AI headlines from tech news sources.

Digest Generation

Compile the collected information into a structured, easy-to-read markdown digest.

Workflows

1. Generating a Daily AI Digest

When a user requests a daily AI news summary, follow this process:

Information Gathering

:

MUST RESTRICT SEARCH TO THE LAST 7 DAYS. Use explicit date filters (e.g., in

curl

or

web_search

) to ensure no news or repositories older than one week are included.

Use the web search tool to find the current GitHub trending repositories (filter by spoken language or programming language like Python/Jupyter Notebook).

Search for recent AI news using queries like "AI news today", "latest artificial intelligence developments", or specific topics (e.g., "OpenAI news", "new LLM releases").

If applicable and accessible, search for trending AI discussions on X (Twitter).

Filtering & Curation

:

Filter out noise and generic news.

Focus on: New model releases, significant open-source projects, major industry announcements, breakthrough research, and trending developer tools.

STRICTLY exclude any items older than 7 days.

Formatting the Digest

:

Use the template provided in

references/digest-template.md

to structure the output.

Group items logically (e.g., Open Source & GitHub, Industry News, Research & Papers).

Provide brief, 1-2 sentence summaries for each item.

MANDATORY

Every single news item, repository, paper, or tweet MUST include its original source URL as a markdown link

Link

.

2. Deep Dive on a Specific AI Topic

If the user asks for news about a specific sub-field (e.g., "What's new in AI image generation?"):

Adjust search queries to focus strictly on that niche.

Structure the response to highlight the most impactful recent developments in that specific area.

Ensure all links and 7-day time limits are strictly applied.

Best Practices

Freshness (Critical)

Always verify that the news or repositories are actually recent (Strictly within the last 7 days). Discard anything older.

Conciseness

Avoid long articles; extract the core value proposition of a new tool or the main takeaway of a news item.

Categorization

Well-organized digests are much easier to read than flat lists.

Citations (Critical)

Always include URLs to the original source (GitHub repo, news article, or tweet). A report item without a source link is considered invalid.

Available Resources

Template

See references/digest-template.md for the standard output format.