optimera

What problem does it solve?

Optimera enables metric-driven optimization by driving objective-defined experiments and recording results for evidence-based decisions. It coordinates iterative evaluation harnesses, keeps decision trails, and enforces safety rails to prevent regressions. On activation, it consumes per-objective artifacts under .agentera/optimera and reads references to guide experiments.

Core Features & Use Cases

• Coordinate objective-driven experiments and eval harnesses to improve measurable software metrics.
• Maintain per-objective artifacts in .agentera/optimera/<objective>/ including OBJECTIVE.md and EXPERIMENTS.md to track progress and decisions.
• Enforce guardrails (safety rails, plateau detection, and keep/discard decisions) to prevent regressions and focus exploration.
• Interpret natural-language triggers like optimera, optimize, or run experiments to start the optimization workflow.

Quick Start

Initiate a brainstorm to define the objective, then launch the first experiment with the optimera trigger.