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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: # Independent acceptance review of the self-update
Act as the terminal reviewer in a proposer-reviewer self-evolution loop. You
are inspecting a Hermes checkout that started from commit
`85c8956ec7f2b4607509980794995e1c5e21e292` and now contains an uncommitted
candidate self-update produced by another Hermes session after reading
*AI Agents in Depth*.
Review the current diff and `BOOK_SELF_EVOLUTION_REPORT.md`. Inspect the actual
production paths, persistence boundary, and tests rather than trusting the
report. The candidate is intended to add an opt-in, model-visible
`<agent_status>` projection while preserving:
- byte-identical replay of earlier API messages and prompt-cache prefixes;
- clean transcript content and role alternation;
- Hermes' string-only persisted `api_content` contract;
- fail-closed behavior for list/multimodal, empty, mapping, numeric, and other
unsupported content;
- default-off behavior, bounded deterministic output, and existing safety
gates.
Run these checks yourself (and any additional focused read-only checks needed):
```bash
uv run --with pytest pytest tests/agent/test_model_status_context.py -q
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
python3 -m py_compile agent/model_status_context.py agent/conversation_loop.py
agent/agent_init.py run_agent.py
git diff --check
```
Do not edit any file. Reject the candidate if you find a concrete correctness,
cache-stability, production/test-parity, persistence, safety, or material
report-accuracy defect. Do not reject merely because the deliberately scoped
candidate does not implement the other three book mechanisms or because no
downstream ablation campaign has run; those are explicit evidence boundaries.
Give concise evidence for the decision. End with exactly one machine-readable
line:
`VERDICT: ACCEPT`
or
`VERDICT: REJECT`
If rejecting, list actionable findings above that final line.
Initializing agent...
⚠ tirith security scanner enabled but not available — command scanning will use pattern matching only
────────────────────────────────────────
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting tools and methods**
I need to inspect and make sure everything is functioning properly. It looks like
I'll need to use several tools to do this effectively. I'm considering running them
in parallel, using commands like git status, git diff, or report, and maybe even
a search as well. It feels like a bit of an orchestration, but I'll figure it out
to ensure everything is running smoothly!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ git status --short + 2 commands 0.1s
┊ 💻 $ git diff -- BOOK_SELF_EVOLUTION_REPORT.md agent/model_status_context.py agent/conversation_loop.py agent/agent_init.py run_agent.py tests/agent/test_model_status_context.py tests/agent/test_api_content_sidecar.py tests/run_agent/test_background_review_cache_parity.py tests/agent/test_turn_context.py 0.0s
┊ 💻 $ git diff --name-only + 1 command 0.0s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting untracked files**
I'm looking to inspect untracked files using something like `read_file`. I also need
to run a report on the configuration differences. It's important to note that some
of the requested files might not be present, which could complicate things. I should
ensure I'm checking everything carefully to avoid missing relevant information. Let's
make sure I'm thorough in this process!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ git diff -- hermes_cli/config_defaults.py + 1 command 0.0s
┊ 💻 $ git diff --no-index /dev/null BOOK_SELF_EVOLUTION_REPORT.md 0.0s
┊ 💻 $ git diff --no-index /dev/null tests/agent/test_model_status_context.py + 9 commands 0.0s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Planning file inspection**
I need to inspect the actual files and run commands. It seems the wrong working directory
caused an issue. I should read the new file, focusing on details about persistence
and helper functions. The instructions mention using `read_file`, but that's not
available in the actual tools. I could use Python scripts, which allows me to print
from the terminal using `pathlib`. Plus, I need to ensure I run mandated tests in
parallel. Let's get started on that!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/model_status_context.py','agent/conversation_loop.py','agent/turn_context.py','run_agent.py','hermes_state.py','hermes_cli/config_defaults.py']: print(f'===== {p} =====') text=Path(p).read_text().splitlines() if p=='agent/model_status_context.py': ranges=[(1,len(text))] elif p=='agent/conversation_loop.py': ranges=[(1470,1630)] elif p=='agent/turn_context.py': ranges=[(560,680)] elif p=='run_agent.py': ranges=[(2240,2310),(3300,3380)] elif p=='hermes_state.py': ranges=[(1,100)] else: ranges=[(1,120)] for a,b in ranges: for i in range(a-1,min(b,len(text))): print(f'{i+1}: {text[i]}') PY 0.1s
┊ 💻 $ uv run --with pytest pytest tests/agent/test_model_status_context.py -q 0.2s
┊ 💻 $ 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
┊ 💻 $ python3 -m py_compile agent/model_status_context.py agent/conversation_loop.py agent/agent_init.py run_agent.py + 1 command 0.1s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Checking configuration and bugs**
I need to inspect the configuration placement and the persistence boundary more closely
. There's a potential bug where appending uses wire content, but the newest durable
message might be the assistant's content, possibly involving a tool call. I should
also check the persistence of api_content and whether the assistant sidecar is only
sanitizing it. I need to ensure that api_content is persisted as a string and that
the current turn flush captures everything, including checking symbol usages.
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/turn_context.py','run_agent.py','hermes_cli/config_defaults.py']: t=Path(p).read_text().splitlines() print('===',p) for i,l in enumerate(t,1): if any(x in l for x in ['api_content','model_status_bar','_flush_messages_to_session_db','_todo_store']): print(i,l) PY 0.0s
┊ 💻 $ git diff --unified=80 -- hermes_cli/config_defaults.py 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('run_agent.py') + 1 command 0.0s
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path t=Path('agent/agent_init.py').read_text().splitlines() for i in range(1540,1605): print(f'{i+1}: {t[i]}') PY python3 - <<'PY' from pathlib import Path t=Path('agent/turn_context.py').read_text().splitlines() for i in range(1150,1235): print(f'{i+1}: {t[i]}') PY 0.0s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Assessing report accuracy**
I'm considering whether to reject something for report accuracy. The report states
to "persist it in existing api_content sidecar on the newest message," but it seems
like the code refers to the newest user or assistant. Alright, I'll inspect the tool
's result to understand its behavior and verify the actual message content. It's essential
to search for patterns and carefully evaluate the tool call construction to clarify
this situation.
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in Path('agent').rglob('*.py'): t=p.read_text(errors='ignore') if 'tool_calls' in t and 'content' in t: for i,l in enumerate(t.splitlines(),1): if 'tool_calls' in l and ('content' in l or 'assistant' in l): print(p,i,l[:180]) PY 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in Path('tests').rglob('*.py'): t=p.read_text(errors='ignore') if 'tool_calls' in t and 'content": None' in t: print(p) PY 0.1s
╭─ ⚕ Hermes ───────────────────────────────────────────────────────────────────╮
Rejected.
- In the normal tool-call path, the newest durable message is commonly an assistant tool-call message with content=None or empty content, followed by a tool result. append_persistent_model_status() selects that assistant message, then returns without attaching status because replay_api_content_sidecar(wire.get("content", "")) fails closed for empty/non-string content.
- The production test does not cover this realistic shape: its tool-call assistant messages use ordinary string content ("calling tool" and "final tool call"). Consequently, the claimed model-visible status projection is absent during common tool-loop requests.
- When an assistant tool-call message does have text, status is appended before the subsequent tool result rather than at the request context end, contrary to the reports stated placement requirement.
Checks run:
- tests/agent/test_model_status_context.py: 6 passed.
- Sidecar/cache/turn-context tests: 36 passed.
- py_compile: passed.
- git diff --check: passed.
VERDICT: REJECT
╰──────────────────────────────────────────────────────────────────────────────╯
Resume this session with:
hermes --resume 20260802_034046_dbb221
Session: 20260802_034046_dbb221
Duration: 46s
Messages: 24 (1 user, 22 tool calls)