What problem does it solve?
Tune LifeOS orchestrator behavior based on feedback about a bad response. Use when the user describes a problem with how LifeOS answered a query — wrong sources, too verbose, not persistent enough, poor tool selection, or missing details. It also covers Codex task execution issues (scope, persistence, and notification style). It makes a surgical prompt edit, branches, commits, and pushes to implement changes.
Core Features & Use Cases
- Surgical prompt edits to the system prompt to improve source usage, tool selection, and response quality.
- Versioned tuning workflow: create a branch, commit changes, and push to review.
- Applies to LifeOS orchestrator and Codex task execution scenarios, with clear rollback paths.
Quick Start
Provide a concrete feedback example to trigger a surgical system-prompt edit and commit the change on a feature branch.