refactor: rename teacher/student to optimizer/target, remove best skills, fix slow update
- Rename teacher -> optimizer, student -> target across all code, configs, docs, prompts - CLI: --teacher_model -> --optimizer_model, --student_model -> --target_model - Remove best_skill files, keep only initial skills - Fix slow update gate (force write into skill) - Fix SLOW_UPDATE marker stripping - Remove deep_reflect and meta_reflect mechanisms - Update .env.example with export prefix and azure_cli docs - Add endpoint empty validation in azure_openai.py Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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@@ -25,8 +25,8 @@ Benchmark configs inherit from `_base_/default.yaml` and override specific value
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```yaml
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model:
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backend: azure_openai # azure_openai | openai_chat | claude_code_exec | qwen
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teacher: gpt-5.5 # Teacher model (for reflection)
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student: gpt-5.5 # Student model (for rollout)
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optimizer: gpt-5.5 # Optimizer model (for reflection)
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target: gpt-5.5 # Target model (for rollout)
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```
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### Training
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