ai-newsletters

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Curate AI newsletter content with smart deduplication and ranking. Use when user invokes /ai-newsletters or when /start-my-day needs newsletter content.

MarsWang42 By MarsWang42 schedule Updated 1/25/2026

name: ai-newsletters description: Curate AI newsletter content with smart deduplication and ranking. Use when user invokes /ai-newsletters or when /start-my-day needs newsletter content.

AI Newsletter Curation

Fetch, deduplicate, and rank AI newsletter content into a daily digest.

RSS Sources

  • TLDR AI: https://bullrich.dev/tldr-rss/ai.rss
  • The Rundown AI: https://rss.beehiiv.com/feeds/2R3C6Bt5wj.xml

Workflow

  1. Check cache: Look for 50_Resources/NewsLetter/YYYY-MM/YYYY-MM-DD-Digest.md. If exists with today's date, return cached content.

  2. Fetch feeds: Use WebFetch on both RSS URLs. Extract title, link, pubDate, description for each item.

  3. Deduplicate: Merge items with similar titles (80%+ word overlap). Keep longer description, track both sources.

  4. Rank items by:

    • AI relevance (LLM, GPT, Claude, agents, ML keywords)
    • Productivity relevance (workflow, automation, tools, PKM)
    • Recency (newer = higher)
    • Novelty (check recent archives, penalize repeats)
  5. Generate digest: See TEMPLATE.md for format. Include:

    • Top Picks (3-5 highest scoring) with content creation angles
    • AI Trends section
    • Productivity Tools section
    • Stats footer
  6. Save files:

    • 50_Resources/NewsLetter/YYYY-MM/YYYY-MM-DD-Digest.md (curated)
    • 50_Resources/NewsLetter/YYYY-MM/Raw/YYYY-MM-DD_TLDR-AI-Raw.md
    • 50_Resources/NewsLetter/YYYY-MM/Raw/YYYY-MM-DD_Rundown-AI-Raw.md

Output Format

Manual invocation: Display full digest with all sections.

From /start-my-day: Return condensed list:

**Content Opportunities (5):**
- [Title] - [Angle]
...
Full digest: [[YYYY-MM-DD-Digest]]

Error Handling

  • One feed down: Continue with other, note in digest
  • Both down: Use yesterday's archive with warning
  • Empty feeds: Create minimal digest noting "No new items"
Install via CLI
npx skills add https://github.com/MarsWang42/OrbitOS --skill ai-newsletters
Repository Details
star Stars 859
call_split Forks 99
navigation Branch main
article Path SKILL.md
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