ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）

chapter9/hermes-self-evolution/review_task_autonomous_2.md

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+# Second independent review of the autonomous candidate
+
+A fresh independent reviewer rejected the revised candidate. The XML parsing
+and focused tests now pass, but the claimed persistence scope is inconsistent:
+
+- `batch_runner.py` writes ShareGPT-format trajectory entries directly around
+  its JSONL persistence path instead of using `agent.trajectory.save_trajectory()`;
+- the `save_sample` path in `run_agent.py` also writes trajectory entries
+  directly;
+- neither path currently includes the new `evaluation` object.
+
+Inspect the actual code rather than relying on these line references. Make the
+metadata contract consistent across real trajectory persistence paths, ideally
+through one shared entry builder/writer when that can be done without changing
+existing filenames, schemas, return behavior, or error handling. Add focused
+tests for the batch and sample paths or their shared production helper. Preserve
+all existing fields and conversation bytes.
+
+Run the new tests, relevant existing batch/trajectory tests, compilation, and
+`git diff --check`. Update `BOOK_SELF_EVOLUTION_REPORT.md` with this review round
+and exact results. Keep the same claim boundary, do not commit or push, and do
+not edit the book repository.