chore: trim verbose comments/docstrings, add AUTHOR_MAP entry

- Replace 18-line comment block with 3-line invariant statement
- Trim test docstrings from multi-paragraph to single-line summaries
- Trim assertion messages from 4-line to 2-line mismatch reports
- Replace 5-line WHAT comments in stubs with 1-line WHY comments
- Add ziliangdotme@gmail.com -> ziliangpeng to AUTHOR_MAP

agent/background_review.py

@@ -390,6 +390,9 @@ def _run_review_in_thread(
             # parent below so memory(action="add") writes from
             # the review still land on disk; the review just
             # has zero side effects on external providers.
+            # Match parent's toolset config so ``tools[]`` is byte-identical
+            # in the request body — Anthropic's cache key includes it.
+            # (The runtime whitelist below still restricts dispatch.)
             review_agent = AIAgent(
                 model=agent.model,
                 max_iterations=16,
@@ -401,6 +404,8 @@ def _run_review_in_thread(
                 api_key=_parent_runtime.get("api_key") or None,
                 credential_pool=getattr(agent, "_credential_pool", None),
                 parent_session_id=agent.session_id,
+                enabled_toolsets=getattr(agent, "enabled_toolsets", None),
+                disabled_toolsets=getattr(agent, "disabled_toolsets", None),
                 skip_memory=True,
             )
             review_agent._memory_write_origin = "background_review"

scripts/release.py

@@ -713,6 +713,7 @@ AUTHOR_MAP = {
     "9219265+cresslank@users.noreply.github.com": "cresslank",
     "trevmanthony@gmail.com": "trevthefoolish",
     "ziliangpeng@users.noreply.github.com": "ziliangpeng",
+    "ziliangdotme@gmail.com": "ziliangpeng",
     "centripetal-star@users.noreply.github.com": "centripetal-star",
     "LeonSGP43@users.noreply.github.com": "LeonSGP43",
     "154585401+LeonSGP43@users.noreply.github.com": "LeonSGP43",

tests/run_agent/test_background_review_cache_parity.py

@@ -38,6 +38,9 @@ def _make_agent_stub(agent_cls):
     agent._MEMORY_REVIEW_PROMPT = "review memory"
     agent._SKILL_REVIEW_PROMPT = "review skills"
     agent._COMBINED_REVIEW_PROMPT = "review both"
+    # Non-None so the test catches a missing-kwarg regression.
+    agent.enabled_toolsets = ["memory", "skills", "terminal"]
+    agent.disabled_toolsets = ["spotify", "feishu_doc"]
     return agent
 
 
@@ -183,3 +186,54 @@ def test_review_fork_pins_session_start_and_session_id():
         "Review fork did not inherit parent's session_id — "
         "system-prompt rebuild paths would diverge."
     )
+
+
+def test_review_fork_inherits_parent_toolset_config():
+    """``tools[]`` byte-stability: fork must inherit parent's toolset config."""
+    import run_agent
+
+    agent = _make_agent_stub(run_agent.AIAgent)
+
+    captured = {}
+
+    class _Recorder:
+        def __init__(self, *args, **kwargs):
+            captured["enabled_toolsets"] = kwargs.get("enabled_toolsets")
+            captured["disabled_toolsets"] = kwargs.get("disabled_toolsets")
+            self._cached_system_prompt = None
+            self._memory_write_origin = None
+            self._memory_write_context = None
+            self._memory_store = None
+            self._memory_enabled = None
+            self._user_profile_enabled = None
+            self._memory_nudge_interval = None
+            self._skill_nudge_interval = None
+            self.suppress_status_output = None
+            self.session_start = None
+            self.session_id = None
+
+        def run_conversation(self, *args, **kwargs):
+            raise RuntimeError("stop after recording — don't actually call the API")
+
+        def shutdown_memory_provider(self):
+            pass
+
+        def close(self):
+            pass
+
+    with patch.object(run_agent, "AIAgent", _Recorder), \
+         patch("threading.Thread", _SyncThread):
+        agent._spawn_background_review(
+            messages_snapshot=[],
+            review_memory=True,
+            review_skills=False,
+        )
+
+    assert captured.get("enabled_toolsets") == agent.enabled_toolsets, (
+        f"enabled_toolsets mismatch: {captured.get('enabled_toolsets')!r} "
+        f"vs expected {agent.enabled_toolsets!r}"
+    )
+    assert captured.get("disabled_toolsets") == agent.disabled_toolsets, (
+        f"disabled_toolsets mismatch: {captured.get('disabled_toolsets')!r} "
+        f"vs expected {agent.disabled_toolsets!r}"
+    )

tests/run_agent/test_background_review_toolset_restriction.py

@@ -38,6 +38,9 @@ def _make_agent_stub(agent_cls):
     agent._MEMORY_REVIEW_PROMPT = "review memory"
     agent._SKILL_REVIEW_PROMPT = "review skills"
     agent._COMBINED_REVIEW_PROMPT = "review both"
+    # Non-None so the test catches a missing-kwarg regression.
+    agent.enabled_toolsets = ["memory", "skills", "terminal"]
+    agent.disabled_toolsets = ["spotify", "feishu_doc"]
     return agent
 
 
@@ -52,13 +55,8 @@ class _SyncThread:
             self._target()
 
 
-def test_background_review_does_not_narrow_toolset_schema():
-    """The review fork must NOT pass enabled_toolsets to AIAgent.
-
-    Narrowing the schema diverges the ``tools`` cache key from the parent's,
-    which sits above ``system`` in Anthropic's cache hierarchy and forces a
-    full prefix-cache miss on every review (see #25322, PR #17276).
-    """
+def test_background_review_matches_parent_toolset_config():
+    """Fork must receive parent's toolset config so ``tools[]`` cache key matches."""
     import run_agent
 
     agent = _make_agent_stub(run_agent.AIAgent)
@@ -66,6 +64,7 @@ def test_background_review_does_not_narrow_toolset_schema():
 
     def _capture_init(self, *args, **kwargs):
         captured["enabled_toolsets"] = kwargs.get("enabled_toolsets", "UNSET")
+        captured["disabled_toolsets"] = kwargs.get("disabled_toolsets", "UNSET")
         raise RuntimeError("stop after capturing init args")
 
     with patch.object(run_agent.AIAgent, "__init__", _capture_init), \
@@ -77,11 +76,13 @@ def test_background_review_does_not_narrow_toolset_schema():
         )
 
     assert "enabled_toolsets" in captured, "AIAgent.__init__ was not called"
-    # The kwarg must be absent — letting AIAgent inherit the default full
-    # toolset so the schema bytes match the parent's.
-    assert captured["enabled_toolsets"] == "UNSET", (
-        f"Review fork narrowed the toolset schema (got {captured['enabled_toolsets']!r}), "
-        "which breaks prefix-cache parity with the parent."
+    assert captured["enabled_toolsets"] == agent.enabled_toolsets, (
+        f"enabled_toolsets mismatch: {captured['enabled_toolsets']!r} "
+        f"vs expected {agent.enabled_toolsets!r}"
+    )
+    assert captured["disabled_toolsets"] == agent.disabled_toolsets, (
+        f"disabled_toolsets mismatch: {captured['disabled_toolsets']!r} "
+        f"vs expected {agent.disabled_toolsets!r}"
     )