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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

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Query: # Third independent review: persistence boundary
The second correction still overclaims multimodal support. Inspection of the
actual persistence boundary found:
- `hermes_state.py` types `api_content` as `Optional` and writes non-string
values as `None` (around lines 56325750 and 60786106);
- `run_agent.py` discards non-string `_row_api_content` during flush (around
lines 21042110);
- `agent/turn_context.py` exposes string-only sidecar helpers.
Thus a list sidecar is replayed within the in-memory loop but disappears after
persistence/resume, invalidating the claimed durable byte stability. Make the
smallest compatible correction: fail closed for non-string content and do not
attach the model status on unsupported multimodal/list messages. Do not widen
the database schema or persistence contract in this experiment.
Update tests to assert list, empty, mapping, and numeric values are rejected by
the same production helper, and that string sidecars remain stable across
three requests. Remove any multimodal-support claim from code comments and the
report. Run the focused tests, the existing replay/cache regression set,
compilation, and `git diff --check`; update the report with exact results.
Do not edit the book, commit, push, or claim downstream task improvement.
Initializing agent...
↻ Resumed session 20260802_031522_523cd2 (3 user messages, 118 total messages)
────────────────────────────────────────
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting tools and current status**
I need to take action and inspect the exact current status. Also, I should note if
the user's required skills are already loaded, and whether I need to reload relevant
ones before replying. Maybe the answer is yes or no? We've done this in previous
turns, but each task requires scanning for skills and loading them again. I'll make
sure to address this before proceeding further.
└──────────────────────────────────────────────────────────────────────────────┘
┊ 📚 preparing skill_view…
┊ 📚 preparing skill_view…
┊ 💻 preparing terminal…
┊ 📚 skill hermes-agent 0.1s
┊ 📚 skill software-development/test-driven-development 0.0s
┊ 💻 $ git diff -- agent/model_status_context.py agent/conversation_loop.py tests/agent/test_model_status_context.py + 2 commands 0.1s
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/model_status_context.py') + 4 commands 0.1s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting syntax tests**
I need to take a closer look at the syntax tests. It's important to ensure everything
is working as it should. I want to check for any errors or issues that could be lurking
. I'll go through the tests carefully, verifying each part and making sure to understand
what may have gone wrong. OK, here we go—I'm ready to dive in and see what I can
find!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ uv run --with pytest pytest tests/agent/test_model_status_context.py -q 0.3s
┊ 💻 $ python3 -m py_compile agent/model_status_context.py agent/conversation_loop.py agent/agent_init.py run_agent.py + 1 command 0.1s
┊ 💻 $ python3 - <<'PY' from pathlib import Path print(Path('agent/model_status_context.py').read_text()) print(Path('tests/agent/test_model_status_context.py').read_text()) PY 0.0s
┊ 💻 preparing terminal…
┊ 💻 $ uv run --with pytest pytest tests/agent/test_api_content_sidecar.py tests/run_agent/test_background_review_cache_parity.py tests/agent/test_turn_context.py -q 10.4s
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('BOOK_SELF_EVOLUTION_REPORT.md') + 2 commands 0.1s
╭─ ⚕ Hermes ───────────────────────────────────────────────────────────────────╮
Corrected the persistence-boundary issue.
Changes:
- replay_api_content_sidecar() now supports only non-empty strings.
- List/multimodal content, empty strings, empty lists, mappings, numbers, and other unsupported values fail closed.
- agent/conversation_loop.py uses the same production helper for sidecar replay and no longer claims or attempts durable multimodal support.
- Removed multimodal-support claims from comments, tests, and the report.
- Tests now verify:
- string sidecars remain stable across three requests;
- list values are rejected;
- empty values are rejected;
- mappings and numeric values are rejected;
- the test replay helper uses the production type contract.
Verification:
- uv run --with pytest pytest tests/agent/test_model_status_context.py -q
- Passed: 4 passed in 0.09s
- uv run --with pytest pytest tests/agent/test_api_content_sidecar.py tests/run_agent/test_background_review_cache_parity.py tests/agent/test_turn_context.py -q
- Passed: 36 passed in 9.35s
- python3 -m py_compile agent/model_status_context.py agent/conversation_loop.py agent/agent_init.py run_agent.py
- Passed.
- git diff --check
- Passed.
The report now includes the third independent review round, exact results, the persistence-boundary rationale, and explicitly makes no multimodal-support or downstream-task-improvement claim. No book changes, commit, or push were made.
╰──────────────────────────────────────────────────────────────────────────────╯
Resume this session with:
hermes --resume 20260802_031522_523cd2
Session: 20260802_031522_523cd2
Duration: 44s
Messages: 134 (4 user, 126 tool calls)