fix(insights): persist token usage for non-CLI sessions

gateway/run.py

@@ -2804,20 +2804,12 @@ class GatewayRunner:
                             skip_db=agent_persisted,
                         )
             
-            # Update session with actual prompt token count and model from the agent
+            # Token counts and model are now persisted by the agent directly.
+            # Keep only last_prompt_tokens here for context-window tracking and
+            # compression decisions.
             self.session_store.update_session(
                 session_entry.session_key,
-                input_tokens=agent_result.get("input_tokens", 0),
-                output_tokens=agent_result.get("output_tokens", 0),
-                cache_read_tokens=agent_result.get("cache_read_tokens", 0),
-                cache_write_tokens=agent_result.get("cache_write_tokens", 0),
                 last_prompt_tokens=agent_result.get("last_prompt_tokens", 0),
-                model=agent_result.get("model"),
-                estimated_cost_usd=agent_result.get("estimated_cost_usd"),
-                cost_status=agent_result.get("cost_status"),
-                cost_source=agent_result.get("cost_source"),
-                provider=agent_result.get("provider"),
-                base_url=agent_result.get("base_url"),
             )
 
             # Auto voice reply: send TTS audio before the text response

gateway/session.py

@@ -778,66 +778,18 @@ class SessionStore:
     def update_session(
         self,
         session_key: str,
-        input_tokens: int = 0,
-        output_tokens: int = 0,
-        cache_read_tokens: int = 0,
-        cache_write_tokens: int = 0,
         last_prompt_tokens: int = None,
-        model: str = None,
-        estimated_cost_usd: Optional[float] = None,
-        cost_status: Optional[str] = None,
-        cost_source: Optional[str] = None,
-        provider: Optional[str] = None,
-        base_url: Optional[str] = None,
     ) -> None:
-        """Update a session's metadata after an interaction."""
+        """Update lightweight session metadata after an interaction."""
-        db_session_id = None
-
         with self._lock:
             self._ensure_loaded_locked()
 
             if session_key in self._entries:
                 entry = self._entries[session_key]
                 entry.updated_at = _now()
-                # Direct assignment — the gateway receives cumulative totals
-                # from the cached agent, not per-call deltas.
-                entry.input_tokens = input_tokens
-                entry.output_tokens = output_tokens
-                entry.cache_read_tokens = cache_read_tokens
-                entry.cache_write_tokens = cache_write_tokens
                 if last_prompt_tokens is not None:
                     entry.last_prompt_tokens = last_prompt_tokens
-                if estimated_cost_usd is not None:
-                    entry.estimated_cost_usd = estimated_cost_usd
-                if cost_status:
-                    entry.cost_status = cost_status
-                entry.total_tokens = (
-                    entry.input_tokens
-                    + entry.output_tokens
-                    + entry.cache_read_tokens
-                    + entry.cache_write_tokens
-                )
                 self._save()
-                db_session_id = entry.session_id
-
-        if self._db and db_session_id:
-            try:
-                self._db.set_token_counts(
-                    db_session_id,
-                    input_tokens=input_tokens,
-                    output_tokens=output_tokens,
-                    cache_read_tokens=cache_read_tokens,
-                    cache_write_tokens=cache_write_tokens,
-                    estimated_cost_usd=estimated_cost_usd,
-                    cost_status=cost_status,
-                    cost_source=cost_source,
-                    billing_provider=provider,
-                    billing_base_url=base_url,
-                    model=model,
-                    absolute=True,
-                )
-            except Exception as e:
-                logger.debug("Session DB operation failed: %s", e)
 
     def reset_session(self, session_key: str) -> Optional[SessionEntry]:
         """Force reset a session, creating a new session ID."""

run_agent.py

@@ -7216,11 +7216,13 @@ class AIAgent:
                         self.session_cost_source = cost_result.source
 
                         # Persist token counts to session DB for /insights.
-                        # Gateway sessions persist via session_store.update_session()
+                        # Do this for every platform with a session_id so non-CLI
-                        # after run_conversation returns, so only persist here for
+                        # sessions (gateway, cron, delegated runs) cannot lose
-                        # CLI (and other non-gateway) platforms to avoid double-counting.
+                        # token/accounting data if a higher-level persistence path
-                        if (self._session_db and self.session_id
+                        # is skipped or fails. Gateway/session-store writes use
-                                and getattr(self, 'platform', None) == 'cli'):
+                        # absolute totals, so they safely overwrite these per-call
+                        # deltas instead of double-counting them.
+                        if self._session_db and self.session_id:
                             try:
                                 self._session_db.update_token_counts(
                                     self.session_id,

tests/gateway/test_session.py

@@ -825,43 +825,6 @@ class TestLastPromptTokens:
         store.update_session("k1", last_prompt_tokens=0)
         assert entry.last_prompt_tokens == 0
 
-    def test_update_session_passes_model_to_db(self, tmp_path):
-        """Gateway session updates should forward the resolved model to SQLite."""
-        config = GatewayConfig()
-        with patch("gateway.session.SessionStore._ensure_loaded"):
-            store = SessionStore(sessions_dir=tmp_path, config=config)
-        store._loaded = True
-        store._save = MagicMock()
-        store._db = MagicMock()
-
-        from gateway.session import SessionEntry
-        from datetime import datetime
-        entry = SessionEntry(
-            session_key="k1",
-            session_id="s1",
-            created_at=datetime.now(),
-            updated_at=datetime.now(),
-        )
-        store._entries = {"k1": entry}
-
-        store.update_session("k1", model="openai/gpt-5.4")
-
-        store._db.set_token_counts.assert_called_once_with(
-            "s1",
-            input_tokens=0,
-            output_tokens=0,
-            cache_read_tokens=0,
-            cache_write_tokens=0,
-            estimated_cost_usd=None,
-            cost_status=None,
-            cost_source=None,
-            billing_provider=None,
-            billing_base_url=None,
-            model="openai/gpt-5.4",
-            absolute=True,
-        )
-
-
 class TestRewriteTranscriptPreservesReasoning:
     """rewrite_transcript must not drop reasoning fields from SQLite."""
 

tests/gateway/test_status_command.py

@@ -126,15 +126,5 @@ async def test_handle_message_persists_agent_token_counts(monkeypatch):
     assert result == "ok"
     runner.session_store.update_session.assert_called_once_with(
         session_entry.session_key,
-        input_tokens=120,
-        output_tokens=45,
-        cache_read_tokens=0,
-        cache_write_tokens=0,
         last_prompt_tokens=80,
-        model="openai/test-model",
-        estimated_cost_usd=None,
-        cost_status=None,
-        cost_source=None,
-        provider=None,
-        base_url=None,
     )

tests/test_token_persistence_non_cli.py

@@ -0,0 +1,62 @@
+from types import SimpleNamespace
+from unittest.mock import MagicMock, patch
+
+from run_agent import AIAgent
+
+
+def _mock_response(*, usage: dict, content: str = "done"):
+    msg = SimpleNamespace(content=content, tool_calls=None)
+    choice = SimpleNamespace(message=msg, finish_reason="stop")
+    return SimpleNamespace(
+        choices=[choice],
+        model="test/model",
+        usage=SimpleNamespace(**usage),
+    )
+
+
+def _make_agent(session_db, *, platform: str):
+    with (
+        patch("run_agent.get_tool_definitions", return_value=[]),
+        patch("run_agent.check_toolset_requirements", return_value={}),
+        patch("run_agent.OpenAI"),
+    ):
+        agent = AIAgent(
+            api_key="test-key",
+            quiet_mode=True,
+            skip_context_files=True,
+            skip_memory=True,
+            session_db=session_db,
+            session_id=f"{platform}-session",
+            platform=platform,
+        )
+    agent.client = MagicMock()
+    agent.client.chat.completions.create.return_value = _mock_response(
+        usage={
+            "prompt_tokens": 11,
+            "completion_tokens": 7,
+            "total_tokens": 18,
+        }
+    )
+    return agent
+
+
+def test_run_conversation_persists_tokens_for_telegram_sessions():
+    session_db = MagicMock()
+    agent = _make_agent(session_db, platform="telegram")
+
+    result = agent.run_conversation("hello")
+
+    assert result["final_response"] == "done"
+    session_db.update_token_counts.assert_called_once()
+    assert session_db.update_token_counts.call_args.args[0] == "telegram-session"
+
+
+def test_run_conversation_persists_tokens_for_cron_sessions():
+    session_db = MagicMock()
+    agent = _make_agent(session_db, platform="cron")
+
+    result = agent.run_conversation("hello")
+
+    assert result["final_response"] == "done"
+    session_db.update_token_counts.assert_called_once()
+    assert session_db.update_token_counts.call_args.args[0] == "cron-session"