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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/model/router.py
+40 -40
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@@ -43,15 +43,15 @@ def get_backend_name() -> str:
return _ACTIVE_BACKEND
def chat_teacher(
def chat_optimizer(
system: str,
user: str,
max_completion_tokens: int = 16384,
retries: int = 5,
stage: str = "teacher",
stage: str = "optimizer",
timeout: int | None = None,
) -> tuple[str, dict[str, int]]:
return _backend_module(_ACTIVE_BACKEND).chat_teacher(
return _backend_module(_ACTIVE_BACKEND).chat_optimizer(
system=system,
user=user,
max_completion_tokens=max_completion_tokens,
@@ -61,15 +61,15 @@ def chat_teacher(
)
def chat_student(
def chat_target(
system: str,
user: str,
max_completion_tokens: int = 16384,
retries: int = 5,
stage: str = "student",
stage: str = "target",
timeout: int | None = None,
) -> tuple[str, dict[str, int]]:
return _backend_module(_ACTIVE_BACKEND).chat_student(
return _backend_module(_ACTIVE_BACKEND).chat_target(
system=system,
user=user,
max_completion_tokens=max_completion_tokens,
@@ -99,18 +99,18 @@ def chat_with_deployment(
)
def chat_teacher_messages(
def chat_optimizer_messages(
messages: list[dict[str, Any]],
max_completion_tokens: int = 16384,
retries: int = 5,
stage: str = "teacher",
stage: str = "optimizer",
*,
tools: list[dict[str, Any]] | None = None,
tool_choice: str | dict[str, Any] | None = None,
return_message: bool = False,
timeout: int | None = None,
) -> tuple[Any, dict[str, int]]:
return _backend_module(_ACTIVE_BACKEND).chat_teacher_messages(
return _backend_module(_ACTIVE_BACKEND).chat_optimizer_messages(
messages=messages,
max_completion_tokens=max_completion_tokens,
retries=retries,
@@ -122,18 +122,18 @@ def chat_teacher_messages(
)
def chat_student_messages(
def chat_target_messages(
messages: list[dict[str, Any]],
max_completion_tokens: int = 16384,
retries: int = 5,
stage: str = "student",
stage: str = "target",
*,
tools: list[dict[str, Any]] | None = None,
tool_choice: str | dict[str, Any] | None = None,
return_message: bool = False,
timeout: int | None = None,
) -> tuple[Any, dict[str, int]]:
return _backend_module(_ACTIVE_BACKEND).chat_student_messages(
return _backend_module(_ACTIVE_BACKEND).chat_target_messages(
messages=messages,
max_completion_tokens=max_completion_tokens,
retries=retries,
@@ -183,14 +183,14 @@ def set_reasoning_effort(effort: str | None) -> None:
module.set_reasoning_effort(effort)
def set_student_deployment(deployment: str) -> None:
def set_target_deployment(deployment: str) -> None:
for module in _all_backend_modules():
module.set_student_deployment(deployment)
module.set_target_deployment(deployment)
def set_teacher_deployment(deployment: str) -> None:
def set_optimizer_deployment(deployment: str) -> None:
for module in _all_backend_modules():
module.set_teacher_deployment(deployment)
module.set_optimizer_deployment(deployment)
def configure_azure_openai(
@@ -201,18 +201,18 @@ def configure_azure_openai(
auth_mode: str | None = None,
ad_scope: str | None = None,
managed_identity_client_id: str | None = None,
teacher_endpoint: str | None = None,
teacher_api_version: str | None = None,
teacher_api_key: str | None = None,
teacher_auth_mode: str | None = None,
teacher_ad_scope: str | None = None,
teacher_managed_identity_client_id: str | None = None,
student_endpoint: str | None = None,
student_api_version: str | None = None,
student_api_key: str | None = None,
student_auth_mode: str | None = None,
student_ad_scope: str | None = None,
student_managed_identity_client_id: str | None = None,
optimizer_endpoint: str | None = None,
optimizer_api_version: str | None = None,
optimizer_api_key: str | None = None,
optimizer_auth_mode: str | None = None,
optimizer_ad_scope: str | None = None,
optimizer_managed_identity_client_id: str | None = None,
target_endpoint: str | None = None,
target_api_version: str | None = None,
target_api_key: str | None = None,
target_auth_mode: str | None = None,
target_ad_scope: str | None = None,
target_managed_identity_client_id: str | None = None,
) -> None:
azure_openai.configure_azure_openai(
endpoint=endpoint,
@@ -221,16 +221,16 @@ def configure_azure_openai(
auth_mode=auth_mode,
ad_scope=ad_scope,
managed_identity_client_id=managed_identity_client_id,
teacher_endpoint=teacher_endpoint,
teacher_api_version=teacher_api_version,
teacher_api_key=teacher_api_key,
teacher_auth_mode=teacher_auth_mode,
teacher_ad_scope=teacher_ad_scope,
teacher_managed_identity_client_id=teacher_managed_identity_client_id,
student_endpoint=student_endpoint,
student_api_version=student_api_version,
student_api_key=student_api_key,
student_auth_mode=student_auth_mode,
student_ad_scope=student_ad_scope,
student_managed_identity_client_id=student_managed_identity_client_id,
optimizer_endpoint=optimizer_endpoint,
optimizer_api_version=optimizer_api_version,
optimizer_api_key=optimizer_api_key,
optimizer_auth_mode=optimizer_auth_mode,
optimizer_ad_scope=optimizer_ad_scope,
optimizer_managed_identity_client_id=optimizer_managed_identity_client_id,
target_endpoint=target_endpoint,
target_api_version=target_api_version,
target_api_key=target_api_key,
target_auth_mode=target_auth_mode,
target_ad_scope=target_ad_scope,
target_managed_identity_client_id=target_managed_identity_client_id,
)