Agent OS improvement loop (operator)¶

Run-analyzer proposals from /api/improvement are reviewed in the workspace GUI.

GUI¶

• Review Soft Wall apply / reject / defer: /agent-os/improvements
• Detection toggles: /settings/agent/self-improvement (deep-links to the review UI)
• Skill proposals remain separate at /agent-os/skill-proposals

Soft Wall still wins for production workspaces even when auto_apply_improvements is enabled.

API¶

• GET /api/improvement/proposals
• POST /api/improvement/proposals/approve|reject|apply|defer
• GET /api/improvement/metrics