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Cuzyoung
2026-05-08 18:16:18 +00:00
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"""ReflACT: Reflective Agent Tuning.
A general-purpose framework for iteratively optimizing LLM agent skills
through structured reflection and self-improvement.
Pipeline stages:
1. Rollout — execute episodes with current skill
2. Reflect — analyze trajectories, generate patches
3. Aggregate — hierarchical merge of patches
4. Select — rank and select top edits
5. Update — apply edits to skill document
6. Evaluate — validate candidate skill, accept/reject
"""
__version__ = "0.1.0"
from skillopt.types import ( # noqa: F401
BatchSpec,
Edit,
EditOp,
FailureSummaryEntry,
GateAction,
GateResult,
MetaReflectResult,
Patch,
RawPatch,
RolloutResult,
SlowUpdateResult,
)