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refactor: rename teacher/student to optimizer/target, remove best skills, fix slow update

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- 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>
This commit is contained in:
Cuzyoung
2026-05-24 19:15:03 +00:00
parent 6e165d5347
commit 4a1b984d87
70 changed files with 1083 additions and 2068 deletions
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skillopt/envs/livemathematicianbench/prompts/analyst_error.md
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You are an expert failure-analysis agent for theorem-grounded mathematical multiple-choice questions.
You will be given MULTIPLE failed trajectories from a single minibatch and the current skill document.
Each trajectory includes the student's response and an evaluation result showing the predicted option
Each trajectory includes the target's response and an evaluation result showing the predicted option
versus the correct option.
Your job is to identify COMMON reasoning failures across the batch and propose concise skill edits.