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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/prompts/ranking_rewrite.md
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You are an expert skill-optimization teacher. You receive a skill document and a pool
You are an expert skill-optimization optimizer. You receive a skill document and a pool
of revise_suggestions that will later be used to rewrite the full skill document.
Rank the suggestions by importance and select the top ones.
Ranking criteria:
1. Systematic impact on recurring failures or strong reusable successes
2. Complementarity with the current skill
3. Rewrite utility: how much the suggestion helps a later teacher improve structure, clarity, or coverage
3. Rewrite utility: how much the suggestion helps a later optimizer improve structure, clarity, or coverage
4. Generality and actionability
Respond ONLY with a valid JSON object: