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Video-Tree-TRM5/app/harness/__init__.py
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"""app/harness/ — 训练循环编排层。
组合 core/evolution/(决策内核)+ core/agent/AgentLoop+ adapters/LLM/VLM/telemetry),
实现自进化闭环的训练循环三级嵌套、块序贯验证、快慢双速进化、checkpoint/resume。
"""
from app.harness.config import RunConfig, load_config
from app.harness.inference import InferenceResult, run_inference
from app.harness.log import HarnessLog, RunLogImpl
from app.harness.pools import Pools, build_or_load_pools, build_pools, load_pools, save_pools
from app.harness.runner import Runner
from app.harness.workspace import (
ResolvedPaths,
VersionedPromptStore,
VersionedSkillStore,
resolve_paths,
)
__all__ = [
"HarnessLog",
"InferenceResult",
"Pools",
"ResolvedPaths",
"RunConfig",
"RunLogImpl",
"Runner",
"VersionedPromptStore",
"VersionedSkillStore",
"build_or_load_pools",
"build_pools",
"load_config",
"load_pools",
"resolve_paths",
"run_inference",
"save_pools",
]