ai-news-collector

What This Skill Does

The ai-news-collector is a sophisticated intelligence-gathering agent designed to cut through the noise of the rapidly evolving AI landscape. Unlike standard search tools that rely on generic SEO-heavy headlines, this skill utilizes a multi-dimensional, stratified search strategy to capture both top-down institutional announcements and bottom-up viral trends. It systematically scans six critical domains: newsletters, community sentiment (Reddit/HN), product launches, funding, research, and policy. By synthesizing these diverse signals and applying a proprietary heat-ranking algorithm, the agent delivers a curated, actionable summary of the most impactful developments in the AI ecosystem.

Installation

To integrate this skill into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/kenxcomp/ai-news-collectors

Ensure your environment has the necessary web-access permissions enabled to allow the agent to fetch external data and process real-time information.

Use Cases

• Executive Briefings: Quickly catch up on industry shifts, funding rounds, and regulatory changes for business decision-making.
• Technical Research: Stay informed about the latest LLM releases, open-source project updates, and significant academic breakthroughs without manual monitoring.
• Community Monitoring: Identify viral AI tools, trending GitHub repositories, and emerging user behavior patterns before they reach mainstream media.
• Product Development: Monitor competitor feature releases and market trends to maintain a competitive advantage.

Example Prompts

1. "今天有什么重大的 AI 进展？请按热度整理一份简报。"
2. "这周 AI 圈发生了哪些值得关注的开源项目更新或 viral 工具发布？"
3. "总结一下最近一周 OpenAI 和 Anthropic 的动作，以及相关的行业投资动态。"

Tips & Limitations

• Quality Over Quantity: The agent is designed to prioritize depth. It performs a minimum of 8-12 search operations; avoid forcing an early exit to ensure you don't miss niche community breakthroughs.
• Verification: When evaluating news, the agent looks for consensus across 3+ sources to identify true "heat." Always check the provided links to verify details of complex technical papers or gated content.
• Scope: While the agent covers global news, it emphasizes cross-referencing between English and Chinese sources to ensure both international and local context is represented.
• Limitations: Note that the agent may occasionally encounter paywalls on premium research sites; such entries are clearly marked for your convenience.