diff --git a/camel/agents/chat_agent.py b/camel/agents/chat_agent.py
index 475584915c..6659183c65 100644
--- a/camel/agents/chat_agent.py
+++ b/camel/agents/chat_agent.py
@@ -1019,8 +1019,14 @@ def _get_context_with_summarization(
 
         if summary_token_count > self.token_limit * self.summary_window_ratio:
             logger.warning(
-                f"Summary tokens ({summary_token_count}) "
-                f"exceed limit, full compression."
+                "Context compression triggered",
+                extra={
+                    "event_type": "context_compression",
+                    "compression_mode": "full",
+                    "summary_token_count": summary_token_count,
+                    "token_limit": self.token_limit,
+                    "summary_window_ratio": self.summary_window_ratio,
+                },
             )
             summary = self.summarize(include_summaries=True)
             self._update_memory_with_summary(
@@ -1031,8 +1037,14 @@ def _get_context_with_summarization(
         threshold = self._calculate_next_summary_threshold()
         if num_tokens > threshold:
             logger.warning(
-                f"Token count ({num_tokens}) exceed threshold "
-                f"({threshold}). Triggering summarization."
+                "Context compression triggered",
+                extra={
+                    "event_type": "context_compression",
+                    "compression_mode": "progressive",
+                    "num_tokens": num_tokens,
+                    "threshold": threshold,
+                    "token_limit": self.token_limit,
+                },
             )
             summary = self.summarize(include_summaries=False)
             self._update_memory_with_summary(
@@ -1055,8 +1067,14 @@ async def _get_context_with_summarization_async(
 
         if summary_token_count > self.token_limit * self.summary_window_ratio:
             logger.warning(
-                f"Summary tokens ({summary_token_count}) "
-                f"exceed limit, full compression."
+                "Context compression triggered",
+                extra={
+                    "event_type": "context_compression",
+                    "compression_mode": "full",
+                    "summary_token_count": summary_token_count,
+                    "token_limit": self.token_limit,
+                    "summary_window_ratio": self.summary_window_ratio,
+                },
             )
             summary = await self.asummarize(include_summaries=True)
             self._update_memory_with_summary(
@@ -1067,8 +1085,14 @@ async def _get_context_with_summarization_async(
         threshold = self._calculate_next_summary_threshold()
         if num_tokens > threshold:
             logger.warning(
-                f"Token count ({num_tokens}) exceed threshold "
-                f"({threshold}). Triggering summarization."
+                "Context compression triggered",
+                extra={
+                    "event_type": "context_compression",
+                    "compression_mode": "progressive",
+                    "num_tokens": num_tokens,
+                    "threshold": threshold,
+                    "token_limit": self.token_limit,
+                },
             )
             summary = await self.asummarize(include_summaries=False)
             self._update_memory_with_summary(
diff --git a/test/agents/test_structured_compression_events.py b/test/agents/test_structured_compression_events.py
new file mode 100644
index 0000000000..4f7fc38f18
--- /dev/null
+++ b/test/agents/test_structured_compression_events.py
@@ -0,0 +1,111 @@
+# ========= Copyright 2023-2026 @ CAMEL-AI.org. All Rights Reserved. =========
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ========= Copyright 2023-2026 @ CAMEL-AI.org. All Rights Reserved. =========
+"""Tests for structured context compression log events.
+
+Verifies that ``_get_context_with_summarization`` emits structured
+``extra`` metadata (``event_type``, ``compression_mode``, token counts)
+so downstream tooling can observe compression boundaries without parsing
+log message strings.
+"""
+
+import logging
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+
+@pytest.fixture
+def _compression_log_records(caplog):
+    """Collect WARNING-level log records from camel.agents.chat_agent."""
+    with caplog.at_level(logging.WARNING, logger="camel.agents.chat_agent"):
+        yield caplog
+
+
+class TestStructuredCompressionEvents:
+    """Structured compression event tests for ChatAgent."""
+
+    def _make_agent(self, summarize_threshold=50, token_limit=1000):
+        """Create a minimal ChatAgent with compression enabled."""
+        from camel.agents import ChatAgent
+
+        agent = ChatAgent(
+            system_message="You are a helpful assistant.",
+            summarize_threshold=summarize_threshold,
+            token_limit=token_limit,
+        )
+        return agent
+
+    @patch("camel.agents.chat_agent.ChatAgent.summarize")
+    def test_progressive_compression_emits_structured_event(
+        self, mock_summarize, _compression_log_records, caplog
+    ):
+        """Progressive compression should emit event_type and mode in extra."""
+        mock_summarize.return_value = {"summary": "[CONTEXT_SUMMARY] test"}
+
+        agent = self._make_agent(summarize_threshold=50, token_limit=1000)
+
+        # Simulate memory returning tokens above threshold but below limit
+        threshold = int(1000 * 50 / 100)  # 500
+        mock_context = [{"role": "user", "content": "hello"}]
+        agent.memory = MagicMock()
+        agent.memory.get_context.return_value = (mock_context, threshold + 10)
+        agent._summary_token_count = 0
+
+        agent._get_context_with_summarization()
+
+        compression_records = [
+            r
+            for r in caplog.records
+            if getattr(r, "event_type", None) == "context_compression"
+        ]
+        assert len(compression_records) >= 1, (
+            "Expected at least one structured compression log record"
+        )
+        rec = compression_records[0]
+        assert rec.compression_mode == "progressive"
+        assert rec.num_tokens == threshold + 10
+        assert rec.threshold == threshold
+        assert rec.token_limit == 1000
+
+    @patch("camel.agents.chat_agent.ChatAgent.summarize")
+    def test_full_compression_emits_structured_event(
+        self, mock_summarize, _compression_log_records, caplog
+    ):
+        """Full compression should emit event_type and mode in extra."""
+        mock_summarize.return_value = {"summary": "[CONTEXT_SUMMARY] test"}
+
+        agent = self._make_agent(summarize_threshold=50, token_limit=1000)
+
+        # Simulate summary tokens exceeding the window ratio
+        mock_context = [{"role": "user", "content": "hello"}]
+        agent.memory = MagicMock()
+        agent.memory.get_context.return_value = (mock_context, 800)
+        agent._summary_token_count = int(
+            1000 * agent.summary_window_ratio + 1
+        )
+
+        agent._get_context_with_summarization()
+
+        compression_records = [
+            r
+            for r in caplog.records
+            if getattr(r, "event_type", None) == "context_compression"
+        ]
+        assert len(compression_records) >= 1, (
+            "Expected at least one structured compression log record"
+        )
+        rec = compression_records[0]
+        assert rec.compression_mode == "full"
+        assert rec.summary_token_count > 0
+        assert rec.token_limit == 1000