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ai-daily-scan

Scan HackerNews, HuggingFace, and web results to analyze and verify emerging AI projects.

Updated May 9, 2026
Search Tags:#ai#mcp#scanning#huggingface#hackernews#daily-report
One-click install
npx skills add https://github.com/haichengmai20-hub/ai-daily-scan --skill ai-daily-scan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-daily-scan
Source: https://github.com/haichengmai20-hub/ai-daily-scan/tree/main/skill/ai-daily-scan
Command: npx skills add https://github.com/haichengmai20-hub/ai-daily-scan --skill ai-daily-scan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, httpx, selectolax, python-dotenv, mcp, feedparser, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill solves the information overload problem by automatically scanning multiple data sources to identify, analyze, and verify AI projects that are relevant to your specific business scenarios.

Core Features & Use Cases

  • Multi-Source Scanning: Monitors HackerNews, HuggingFace, and web search results to find emerging AI projects.
  • Deep Analysis & Verification: Performs automated SWOT analysis, cost estimation, and fact-checking for identified projects.
  • Use Case: If you are a product manager looking for new AI tools to integrate into your virtual companion app, this Skill will filter out the noise and provide a structured report on the top 3 most relevant projects, including deployment feasibility and cost estimates.

Quick Start

Use the ai-daily-scan skill to perform a fresh scan of today's AI projects and generate a report.

Frequently Asked Questions about ai-daily-scan

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

FAQPage Schema
How do I automate AI project discovery from HackerNews and HuggingFace?▼

Automate AI project discovery by scanning HackerNews, HuggingFace, and web search results to filter noise and identify emerging AI projects relevant to your specific business scenarios.

What is automated SWOT analysis and cost estimation for AI projects?▼

Automated SWOT analysis and cost estimation is the process of evaluating identified AI projects to verify deployment feasibility and fact-check technical research for competitive intelligence.

Do I need an Anthropic API key to run AI project scanning and analysis?▼

Yes, you need Anthropic API access and configured company infrastructure profiles to perform deployment feasibility analysis and cost estimation during the automated scanning workflow.

Can I use this to find AI tools to integrate into a specific virtual companion app?▼

Yes, you can use this to filter emerging AI projects for a virtual companion app, generating a structured report on the top relevant projects including deployment costs and feasibility.

What's the best way to monitor emerging AI projects for competitive intelligence?▼

The best way to monitor emerging AI projects for competitive intelligence is using an automated multi-source scanning tool that performs deep analysis and fact-checking on HackerNews and HuggingFace.

Why does automated AI project scanning require configured company infrastructure profiles?▼

Automated AI project scanning requires configured company infrastructure profiles to accurately perform deployment feasibility analysis and cost estimation tailored to your specific technical environment.

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