~/talk

Replacing 12K LoC with a 200 LoC Skill

slides:none on file

Claim: Cursor replaces a heavy WorkTrees feature with 200 lines of Markdown by re-implementing behavior using skills and subagents, exposing /worktree, /bestof and apply/delete commands. The repo-level result is roughly 15,000 lines deleted. Demonstrates isolation, multi-repo PRs, and best-of-N judging but exposes failure modes: models can forget worktree scope, feel slower, and hurt discoverability; mitigations are evals and RL training plans.

AI-written summary · about

  1. 0:00Start
  2. 0:14Introduction and the concept of markdown as code
  3. 0:59Recap of Git work trees in Cursor
  4. 3:10Complexity of the initial implementation
  5. 4:18Deleting 15,000 lines of code
  6. 4:54Implementing features with Skills and Sub-agents
  7. 5:51How the new Skills are structured
  8. 7:58New Slash commands and workflow
  9. 9:58Pros of the new implementation
  10. 12:15Cons and user feedback challenges
  11. 14:17Future improvements: Evals and RL training
  12. 17:05What's next for Cursor 3.0 and native work trees
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