Agent News
AI News Verification Layer for Agent Actions
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: Agent News. It is used for: AI News Verification Layer for Agent Actions Details: https://321skill.com/en/skills/agent-news/
This Skill addresses the need for agents to access reliable, traceable AI news before executing tasks. General search results often mix unverified content lacking citations and confidence assessments, which can lead agents to make decisions based on false or outdated information. Agent News aggregates verified AI industry news, providing citations, confidence scores, and ethical engine ratings, enabling agents to quickly assess information credibility before acting.
Usage is straightforward: install this Skill in an AI client supporting the MCP protocol, then query AI news via natural language instructions. For example, you can ask the AI to "query the latest news on AI Agent security with a confidence score above 0.8." It returns structured results including summaries, source links, confidence scores, and ethical ratings, with filtering by time, topic, rating, and other dimensions. The entire process eliminates manual searching, allowing agents to directly incorporate results into decision-making contexts.
It is ideal for teams or individuals needing real-time tracking of AI industry trends, especially developers building autonomous decision-making agents, AI researchers, and content creators. For product managers, social media operators, and data analysts requiring continuous monitoring of AI economic ecosystem changes, this Skill significantly improves information retrieval efficiency and avoids information overload.
It is recommended to use this Skill to verify the reliability of relevant news or background data before agents make critical decisions. Note that it primarily covers news sources related to the AI economic ecosystem and may have limited coverage in other domains. Confidence scores are based on internal models; users should exercise their own judgment and consider cross-verification for major decisions.
Key Features
Unlike news from general search engines, Agent News provides not only summaries but also citation links, confidence scores, and ethical engine ratings, enabling agents to directly assess source credibility without manual secondary verification.
Limitations
Requires internet connectivity, depends on MCP protocol-compatible AI clients, currently supports only English AI news queries, and confidence scores may be limited by training data timeliness.
FAQ
What news sources can this Skill query?
It primarily covers mainstream AI industry media, research institution blogs, and official announcements, such as TechCrunch, MIT Technology Review, OpenAI official blog, etc., with ongoing updates.
How is the confidence score calculated?
It is based on a multi-dimensional model evaluating source authority, historical accuracy, information consistency, and other factors, ranging from 0 to 1, with higher scores indicating greater reliability.