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MarsWang42
MarsWang42COMMUNITY
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ai-products

Aggregates and ranks AI product launches from Product Hunt, Hacker News, GitHub Trending, and Techmeme into a structured digest.

964|105|Updated Jan 24, 2026
Search Tags:#deduplication#ranking#digest#multisource#ai-product-discovery#product-launches
One-click install
npx skills add https://github.com/MarsWang42/OrbitOS --skill ai-products-marswang42
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-products
Source: https://github.com/MarsWang42/OrbitOS/tree/main/CN/.agents/skills/ai-products
Command: npx skills add https://github.com/MarsWang42/OrbitOS --skill ai-products-marswang42

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Curate AI product launches from Product Hunt, Hacker News, GitHub, and Techmeme to streamline discovery, deduplication, and ranking for faster decision making.

Core Features & Use Cases

  • Fetch and normalize AI product launches from multiple sources.
  • Deduplicate across sources and rank by AI relevance and engagement.
  • Generate a structured digest suitable for daily briefs, research, and content planning.
  • Use cases: daily product briefings, competitive analysis, trend spotting.

Quick Start

Generate today's AI product digest by fetching, deduplicating, ranking, and outputting a structured report from Product Hunt, Hacker News, GitHub Trending, and Techmeme.

Frequently Asked Questions about ai-products

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

FAQPage Schema
How do I aggregate AI product launches from multiple sources into a single digest?▼

To aggregate AI product launches, this Skill fetches data from Product Hunt, Hacker News, GitHub Trending, and Techmeme, then deduplicates and ranks entries by engagement and novelty to output a structured digest.

Can I deduplicate AI product launches across Product Hunt and GitHub Trending?▼

Yes, you can deduplicate AI product launches across Product Hunt and GitHub Trending because the Skill normalizes data from multiple sources and removes redundant entries before ranking.

What's the best way to rank AI product launches by engagement for a daily briefing?▼

The best way to rank AI product launches for daily briefings is using a scoring mechanism that evaluates engagement and novelty metrics, which this Skill applies automatically to generate a structured report.

Does this AI product discovery workflow support competitive research and trend spotting?▼

Yes, this AI product discovery workflow supports competitive research and trend spotting by normalizing cross-source data and ranking product launches based on relevance and engagement metrics.

Why do I need to fetch and normalize AI product launches from Techmeme and Hacker News?▼

You need to fetch and normalize AI product launches from Techmeme and Hacker News to ensure comprehensive coverage across top sources, enabling accurate deduplication and structured digest generation for decision making.

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