Improvement Orchestrator

Coordinates the full improvement pipeline: Generator → Discriminator → Evaluator → Executor → Gate.

When to Use

• Run a full improvement cycle on one or more skills
• Coordinate the 5-stage pipeline end-to-end (with optional evaluator)
• Retry failed improvements with trace-aware feedback (Ralph Wiggum loop)

When NOT to Use

• 只想检查 skill 质量评分 → use improvement-learner
• 只想手动给候选打分 → use improvement-discriminator
• 只想改一个文件 → use improvement-executor
• 只想查基准数据 → use benchmark-store

Pipeline