What the source did
- Cron pulls arXiv, blogs and subreddits.
- Claude filters by stated interests and rejects about 80%.
- Deduplicates against existing notes.
- Writes 2–3 sentence summaries to Notion and compiles a Sunday digest.
- Heads-up: the post names nbot.AI for one layer, and a commenter called it an ad for nbot. Any document search works for that step.
“Rejects roughly 80% as not relevant enough.”— r/AI_Agents poster, Reddit
Summary written by Agent Cookbook. See the original for the full context.
Copy the prompt
Ours Our version, based on what r/AI_Agents described. Not their wording. Fill in the [BRACKETS].
Daily: for each new item from [SOURCES], decide RELEVANT or NOT for these interests: [LIST]. Be strict.
For relevant items, search my notes [NOTES LOCATION]. If I already have this idea, skip it.
Otherwise save: title, link, 2–3 sentence summary, why it's new to me.
Sunday: compile the week's saved items into a digest grouped by theme.
Approval rule
🛡
Read and save only; you decide what to act on.
Set it up
- List 10–15 sources and your interests.
- Run daily for a week and check rejected items once.
- Turn on the Sunday digest.
Common failures
⚠
- Interests too broad means nothing gets filtered.
Variations
- Grok Bot routine with web + X search.
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