fix(agent): close approval continuation gaps

src/agent_tools/model_interaction_tools.py

@@ -64,7 +64,10 @@ async def chat_with_model(content: str, session_id: Optional[str] = None, owner:
         return {"model": model, "response": response}
     except Exception as e:
         logger.error(f"chat_with_model failed: {e}")
-        return {"error": f"Failed to get response from {model_spec}: {e}"}
+        return {
+            "error": f"Failed to get response from {model_spec}: {e}",
+            "untrusted_content": True,
+        }
 
 
 async def ask_teacher(content: str, session_id: Optional[str] = None, owner: Optional[str] = None) -> Dict:
@@ -110,7 +113,10 @@ async def ask_teacher(content: str, session_id: Optional[str] = None, owner: Opt
         return {"model": model, "response": response, "teacher": True}
     except Exception as e:
         logger.error(f"ask_teacher failed: {e}")
-        return {"error": f"Teacher call failed ({model_spec}): {e}"}
+        return {
+            "error": f"Teacher call failed ({model_spec}): {e}",
+            "untrusted_content": True,
+        }
 
 
 async def list_models(content: str, session_id: Optional[str] = None, owner: Optional[str] = None) -> Dict:

src/agent_tools/session_tools.py

@@ -240,7 +240,10 @@ async def send_to_session(content: str, session_id: Optional[str] = None, owner:
         }
     except Exception as e:
         logger.error(f"send_to_session failed: {e}")
-        return {"error": f"Failed to send to session: {e}"}
+        return {
+            "error": f"Failed to send to session: {e}",
+            "untrusted_content": True,
+        }
 
 async def manage_session(content: str, session_id: Optional[str] = None, owner: Optional[str] = None) -> Dict:
     """Manage sessions: rename, archive, delete, important, truncate, fork.

src/agent_tools/web_tools.py

@@ -66,6 +66,7 @@ class WebSearchTool:
             return {
                 "error": f"web_search failed: {type(e).__name__}: {str(e) or 'no details'}",
                 "exit_code": 1,
+                "untrusted_content": True,
             }
         if progress_cb:
             await progress_cb({
@@ -136,7 +137,11 @@ class WebFetchTool:
 
         if not text:
             if err:
-                return {"error": f"web_fetch: {url}: {err}", "exit_code": 1}
+                return {
+                    "error": f"web_fetch: {url}: {err}",
+                    "exit_code": 1,
+                    "untrusted_content": True,
+                }
             return {"error": f"web_fetch: {url}: no readable text content (not HTML, or the page needs JS/login)", "exit_code": 1}
 
         # Tell the model when the download budget cut the body short and how