ce-optimize

Iterative Optimization Loop Run metric-driven iterative optimization. Define a goal, build measurement scaffolding, then run parallel experiments that converge toward the best solution. Interaction Method Use the platform's blocking question tool: AskUserQuestion in Claude Code (call ToolSearch with select:AskUserQuestion first if its schema isn't loaded), request_user_input in Codex, ask_user in Gemini, ask_user in Pi (requires the pi-ask-user extension). Fall back to numbered options in chat only when no blocking tool exists in the harness or the call errors (e.g., Codex edit modes) — not because a schema load is required. Never silently skip the question. Input #$ARGUMENTS If the input above is empty, ask: "What would you like to optimize? Describe the goal, or provide a path to an optimization spec YAML file." Optimization Spec Schema Reference the spec schema for validation: references/optimize-spec-schema.yaml Show more