News Curator

The editorial layer between AI curation and the /research feed.

AI moves too fast for anyone to track manually. This tool handles the intake: it pulls from Hacker News, Reddit, GitHub Trending, Product Hunt, and YouTube on a schedule, scores each item for relevance to AI and content strategy, and rewrites summaries to remove AI writing patterns. Everything lands in an approval queue.

1Fetch

Pulls from 5 sources on a cron schedule

2Score

Claude rates relevance 0–100, filters low-signal items

3Rewrite

Summaries are humanized to remove AI patterns

4Review

Editor approves, edits, or rejects each item

Approved items appear on /research. The admin queue below is password-protected.