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Get Started Free →Top Hacker News stories filtered by interest tags, with comment-mined insights (top, dissenting, expert/builder) and themed clustering. Comments often beat the post — this skill extracts the highest-signal threads rather than just listing front-page links. Triggers: "top HN today", "hacker news digest", "what's on hn", "best comments today".
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 65% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -48% | 0% |
Daily HN digest that goes beyond the front page. Stories filtered by configurable interests, clustered by theme, with the highest-signal comments mined from each thread.
| Param | Description | |---|---| | interests | Comma-separated tags: ai, crypto, infra, programming, startups, science. Defaults to all. | | hours | Look-back window. Default 24. | | min_score | Story score floor. Default 100. | | min_comments | Comment thread depth floor. Default 50. |
bash# Stories created in last 24h, sorted by points curl -s "https://hn.algolia.com/api/v1/search?tags=story&hitsPerPage=50&numericFilters=created_at_i>${unix_24h_ago}" # Story + comment subtree curl -s "https://hacker-news.firebaseio.com/v0/item/${id}.json"
Per surfaced story, extract three comments:
Top survivors are clustered into 3-5 themes: model releases / infra shifts / startup mechanics / language news / hardware. Each cluster gets a one-line summary and 2-3 stories with their key comment.
Theme groups with comments quoted and author handles linked. Show "Stories below score floor" + "Filtered by interest mismatch" counts in a footer.
Other measured skills in the registry, with their headline benchmark lift.