Wang Chongyu

Systematic learning and idea generation

Idea Scout & automated research pipelines

A weekly multi-source scout that scans GitHub, Hacker News, Reddit, and YouTube, scores every candidate against a written interests profile, and publishes a ranked digest — alongside a deep-research harness that fans out parallel agents to produce cited, fact-checked reports.

What it does

  • Multi-source ingestion with per-source adapters (including an RSS workaround for bot-blocked platforms)
  • Scoring driven by a plain-markdown interests file — editing the profile retunes the scout with zero code changes
  • Deep-research harness: parallel search agents, adversarial claim verification, synthesized cited reports
  • Keeper research publishes to a personal learnings dashboard with spaced-repetition review

Why it matters

A standing research department for one person, on a student budget of $0.