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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 for files**
I need to inspect things, which means I'll have to use some tools. It sounds like
I should look at batch commands for git status, diff, and report files, as well as
search capabilities. I want to make sure I get everything right, as there are multiple
aspects to consider. Using these tools efficiently will help me gather the information
I need. Let's figure out the best approach!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ git status --short + 3 commands 0.1s
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('BOOK_SELF_EVOLUTION_REPORT.md') print(p.read_text()) PY 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/model_status_context.py','agent/conversation_loop.py','agent/agent_init.py','run_agent.py']: print(f'--- {p} ---') s=Path(p).read_text().splitlines() for i,l in enumerate(s,1): if 'status' in l.lower() or 'api_content' in l or 'sidecar' in l.lower() or 'conversation_loop' in p: print(f'{i}: {l}') PY 0.1s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting file details**
I need to closely examine the new file to make sure the loops and tests are relevant
and aligned. It seems like there might be a potential bug regarding the appending
of the status after the `api_messages` are built. I need to verify how these correspond
to `source_messages`. It looks like I'll also need to check the read function to
figure out what's going on. Let's get this sorted out!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ uv run --with pytest pytest tests/agent/test_model_status_context.py -q 1.2s
┊ 💻 $ 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
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/model_status_context.py') print(p.read_text()) PY 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('tests/agent/test_model_status_context.py') print(p.read_text()) PY 0.0s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Identifying production defects**
I need to identify a defect by inspecting the actual production context around the
loop and persistence. It looks like the main bug might be that the status is being
appended to every API call to the newest message. However, the lengths of source
_messages and api_messages could vary due to skipped ephemeral or scaffolding, leading
to misaligned indexes. I should take a closer look at the conversation loop around
messages built between indexes 1480 and 1610 to clarify things.
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/conversation_loop.py') + 1 command 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/turn_context.py') + 1 command 0.0s
┊ 💻 $ git diff -- agent/conversation_loop.py agent/agent_init.py run_agent.py hermes_state.py hermes_cli/config_defaults.py 0.0s
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/agent_init.py') + 2 commands 0.0s
╭─ ⚕ Hermes ───────────────────────────────────────────────────────────────────╮
Findings:
- agent/model_status_context.py:84-91 treats any existing non-empty api_content sidecar as an already-installed model-status projection and returns without appending status. This is incorrect because Hermes already uses api_content for ordinary API-only composition, including memory/plugin prefetch context and sanitization-divergence replay. build_turn_context() can stamp the current user message with such a sidecar before append_persistent_model_status() runs. On a normal user turn with no tool result, the status helper therefore replays the pre-existing sidecar unchanged and injects no <agent_status> block. The claimed opt-in status projection is silently absent on that production path. The tests only cover a clean sidecar-free message and do not exercise an existing non-status sidecar.
The requested focused checks otherwise passed:
- test_model_status_context.py: 7 passed.
- Sidecar/cache/turn-context tests: 36 passed.
- py_compile: passed.
- git diff --check: passed.
VERDICT: REJECT
╰──────────────────────────────────────────────────────────────────────────────╯
Resume this session with:
hermes --resume 20260802_034732_d19e26
Session: 20260802_034732_d19e26
Duration: 36s
Messages: 18 (1 user, 16 tool calls)