skills.rest
inclusionAI
inclusionAIOFFICIAL
Explore all skills by this author →
WebsiteGitHub

last_7_days_news

Collects and summarizes the last 7 days of AI news and X discussions into structured briefs.

1.2k|126|Updated Mar 14, 2025
Search Tags:#social listening#news aggregation#html report#AI news#cookie authentication#X twitter#trend summary
One-click install
npx skills add https://github.com/inclusionAI/AWorld --skill last-7-days-news
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: last_7_days_news
Source: https://github.com/inclusionAI/AWorld/tree/main/aworld-skills/last_7_days_news
Command: npx skills add https://github.com/inclusionAI/AWorld --skill last-7-days-news

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Keeping up with fast-moving AI news and X (Twitter) discussions requires manually checking dozens of sources, and social signals are noisy and hard to authenticate. This Skill merges public news sources and high-signal X timelines into one ranked, cross-checked brief.

Core Features & Use Cases

  • Dual-track evidence collection: Gathers public sources (Hacker News, GitHub, RSS, official blogs) and X discussion signals in parallel, then merges, deduplicates, and ranks them by source quality, freshness, and engagement.
  • Authenticated X sampling: Manages X login cookies via CDP browser automation, validates them, and samples high-signal account timelines before falling back to Home feed or search.
  • Structured outputs: Produces summaries organized as Hot Topics / Viewpoints / Opportunities, optional one-page Markdown briefs, and shareable HTML reports.
  • Use Case: Ask for the latest AI trends this week and receive a cross-checked brief covering OpenAI, Anthropic, and agent-tooling discussions with reference links.

Quick Start

Summarize the most important AI news and X discussions from the last 7 days as hot topics, viewpoints, and opportunities.

Frequently Asked Questions about last_7_days_news

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

FAQPage Schema
How do I summarize the latest AI news from the last 7 days?▼

Run the skill with a request for recent AI news and it collects public sources like Hacker News, GitHub, and official blogs in parallel with X timeline sampling. Results are merged, deduplicated, and presented as Hot Topics, Viewpoints, and Opportunities.

How do I collect X posts without using the search API?▼

The skill uses browser-based collection through agent-browser with a validated login cookie stored at /tmp/last_7_days_news_x_cookie.txt. It samples high-signal profile timelines first and only uses Home feed or search as fallbacks.

Why does X cookie validation fail even though the file exists?▼

File existence does not prove the session is still authenticated. Run scripts/validate_x_cookies.py to actively test login, and if it fails, refresh with scripts/ensure_x_cookies.sh and re-export the cookie.

Can I generate a shareable HTML report of AI trends?▼

Yes, pass the collected JSON data to scripts/generate_report.py, which renders an interactive HTML report using scripts/template.html with search, sorting, and engagement metrics. A one-page Markdown summary can also be written to survey/summary-one-page.md.

What are the limitations of using X Home feed for trend analysis?▼

Home feed is noisy and unsuitable as primary evidence for broad AI trend conclusions, especially when filtered by short keywords like ai. The skill treats it only as a supplement when high-signal timeline sampling is insufficient.

Related Skills

Explore More Content & Communication Skills→
TeamWiseFlowTeamWiseFlow
8.5k

expert-twitter

Automates X/Twitter account setup, positioning, and post publishing via camoufox-cli browser automation.

Official
Advanced
ProfFroggoProfFroggo
1

content-calendar

Organizes weekly/monthly cross-channel publishing calendars with briefs, owners, and statuses.

Community
Advanced
jasonkneenjasonkneen
471

youtube-content

Extract YouTube video transcripts into summaries, threads, and blog posts.

Community
Intermediate
KaiBoo404KaiBoo404

openai-docs

Search and fetch OpenAI developer docs via MCP with citations.

Community
Advanced