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swarm-ai-research
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launch-radar

Scan backlog ideas across ProductHunt, Show HN, and GitHub Trending to rank emerging startup opportunities.

Updated Jun 3, 2026
Search Tags:#competitive intelligence#market monitoring#startup ideas#producthunt#show hn#github trending
One-click install
npx skills add https://github.com/swarm-ai-research/aeon --skill launch-radar-swarm-ai-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: launch-radar
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/launch-radar
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill launch-radar-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Teams struggle to keep track of shifting launch activity and judged relevance of backlog ideas. This skill automates weekly market screening across major signals to surface ideas worth pursuing and flag where attention is needed.

Core Features & Use Cases

  • Backlog prioritization: builds a ranked list of ideas by viability and recency.
  • Market signal scanning: searches ProductHunt, Show HN, and GitHub Trending for relevant launches.
  • Competitive posture & reporting: assesses active competition, prior art, or open signals and writes a consolidated report.
  • Memory persistence & notification: updates memory files and can notify when notable signals appear.

Quick Start

Run a weekly radar to scan backlog ideas against recent launches and generate a prioritized competitive report.

Frequently Asked Questions about launch-radar

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

FAQPage Schema
How do I track competitor launches on ProductHunt and GitHub Trending?▼

Market signal scanning across ProductHunt, Show HN, and GitHub Trending identifies active competition and prior art for backlog ideas. It evaluates launches within a 60-day window to assess competitive posture and surface viable startup ideas.

How do I prioritize a product backlog using recent market signals?▼

You can prioritize a product backlog by running a weekly radar scan. The skill ranks emerging startup ideas by viability and recency, matching your backlog against recent launches to determine where to focus attention.

Can I automate weekly competitive intelligence reports for startup ideas?▼

Yes, this skill automates weekly competitive intelligence by scanning backlog ideas against recent product launches. It writes a consolidated competitive report, updates memory files, and sends a notification when notable signals appear.

What is the best way to monitor Show HN for prior art related to my backlog?▼

The best way to monitor Show HN for prior art is applying automated searches alongside ProductHunt and GitHub Trending. This process evaluates active competition and open signals within a defined 60-day window for each idea.

Does market monitoring for startup ideas require manually checking multiple platforms?▼

No, market monitoring does not require manual checks. This skill automates screening across ProductHunt, Show HN, and GitHub Trending, persisting results to memory and formatting a consolidated launch radar report automatically.

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