h4cker

Collect and synthesize bounded evidence for HN stories or explicit web research when claims need sources, uncertainty, and failure disclosure.

Apply safety and confirmation rules to HN voting, comments, and reply drafts whenever an interaction could affect the user's public account.

Review a bounded recommendation set for user relevance, HN community context, evidence, diversity, and clear explanations without reranking the full feed.