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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 and using tools**
I need to conduct inspections, which means using tools. I'll consider checking the
status and differences in a parallel setup, possibly with git status and diff report
searches. I wonder about the best way to approach this and ensure that I'm covering
all necessary aspects. I'm curious how the tools will assist in this process. Let's
see how effectively I can gather the information I need!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 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
┊ 💻 $ search_files() { : + 1 command 0.1s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting output issues**
Im realizing that the output has become mangled due to the huge concatenation. I
need to take a closer look at the targeted new file and the relevant functions being
used. It seems important to check the state differences in Hermes too. Additionally
, Ill have to run some commands to see where things might have gone astray. It feels
like theres a bit of a mess to untangle!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 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
┊ 💻 $ git diff -- hermes_state.py hermes_cli/config_defaults.py + 2 commands 0.0s
┌─ Reasoning ──────────────────────────────────────────────────────────────────┐
**Inspecting untracked files**
I need to take a closer look at the untracked files and ensure the tests and production
logic are working properly. It seems like my previous output was massive and got
truncated, which is a little frustrating. I should consider using Python ranges to
read the relevant files and get a clearer idea of what's going on. Itll help me
to sort out any potential issues before moving forward!
└──────────────────────────────────────────────────────────────────────────────┘
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ 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
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('agent/conversation_loop.py') + 1 command 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('run_agent.py') + 1 command 0.0s
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path p=Path('BOOK_SELF_EVOLUTION_REPORT.md') print('bytes',p.stat().st_size,'lines',sum(1 for _ in p.open())) text=p.read_text() for needle in ['## Limitations','## Verification','Exact commands run','... [OUTPUT TRUNCATED']: print(needle, text.count(needle)) print('tail:\n',text[-3000:]) PY 0.0s
┊ 💻 $ search_files --pattern 'class.*Todo|def read\(' --path agent tests 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/agent_init.py','run_agent.py']: lines=Path(p).read_text().splitlines() for i,l in enumerate(lines): if '_todo_store' in l and ('=' in l or 'Todo' in l or 'todo' in l.lower()): print(p,i+1,l) PY 0.0s
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 preparing terminal…
┊ 💻 $ python3 - <<'PY' from pathlib import Path lines=Path('agent/agent_init.py').read_text().splitlines() for a,b in [(1550,1605)]: print('\n'.join(f'{i+1}: {lines[i]}' for i in range(a-1,b))) PY 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/agent_init.py','run_agent.py']: lines=Path(p).read_text().splitlines() print('\n',p) for i,l in enumerate(lines): if '_agent_cfg' in l: print(i+1,l) PY 0.0s
┊ 💻 $ python3 - <<'PY' from pathlib import Path for p in ['agent/turn_context.py','hermes_state.py']: lines=Path(p).read_text().splitlines() + 1 command 0.0s
╭─ ⚕ Hermes ───────────────────────────────────────────────────────────────────╮
Acceptance review: ACCEPT.
Evidence:
- Focused status tests passed: 8 passed.
- Existing sidecar, cache-parity, and turn-context tests passed: 36 passed.
- Python compilation passed for all requested production files.
- git diff --check passed.
- api_content remains string-only at the SQLite persistence boundary; unsupported list, mapping, numeric, empty, and multimodal values fail closed.
- Status projection is opt-in and configured by display.model_status_bar: false.
- Historical sidecars are replayed verbatim, while status is attached only to the newest message, preserving earlier wire bytes and system prompt/cache stability.
- Persistence backfill uses durable row IDs and was exercised across a real SessionDB close/reopen.
- Projection output is bounded and idempotent, with clean transcript content and unchanged role/tool ordering.
- The report accurately limits claims: no downstream task benefit, ablation campaign, general memory consolidation, or universal proposer-reviewer workflow is claimed.
VERDICT: ACCEPT
╰──────────────────────────────────────────────────────────────────────────────╯
Resume this session with:
hermes --resume 20260802_034930_8ed15f
Session: 20260802_034930_8ed15f
Duration: 50s
Messages: 24 (1 user, 22 tool calls)