Use this category for examples where autoresearch is embedded in an operational workflow that reduces manual research and hands results to downstream actions.
- [Name](URL) - Industry: one-sentence description of the autoresearch use case.- PM document optimizer - Product workflow automation: applies a Karpathy-style git ratchet to markdown artifacts like PRDs and strategy docs, scoring each draft with programmatic checks and committing only higher-scoring revisions.
- Trip Optimizer Pro - Travel planning workflow automation: applies the autoresearch pattern to itinerary generation by researching destinations, scoring multi-day plans, and keeping only itinerary mutations that improve a weighted travel-quality score.
- Autoresearch for Software Development - Software delivery automation: adapts autoresearch to GitHub Issues by rotating agents through implement → review → fix loops, then auto-merging only issues that clear a score gate plus build, lint, and test checks.
- autobrowse - Browser workflow automation: applies an autoresearch loop to browser tasks by iterating on
strategy.md, replaying tasks with Browserbase, and graduating only reliable workflows into reusable Claude Code skills.