diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index 3c455a6a..37129c65 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -1826,3 +1826,5 @@
 {"timestamp": "2026-08-23T05:55:15.198336+00:00", "tool_name": "ha_eval_template", "parameters": {"template": "{% set f = states('sensor.octoprint_print_file') %}\n{% set file = 'Print' if f in ['unknown', 'unavailable', 'none'] else f.replace('.gcode', '') %}\n{% set tt = state_attr('sensor.octoprint_print_progress', 'printTime') | int(0) %}\n{% set s = tt if tt > 0 else states('sensor.octoprint_elapsed') | int(0) %}\n{% macro dur(s) -%}\n{%- if s >= 3600 -%}{{ (s // 3600) }}h {{ ((s % 3600) // 60) }}m{%- else -%}{{ ((s % 3600) // 60) }}m{%- endif -%}\n{%- endmacro %}\n{{ file }} finished successfully at {{ now().strftime('%I:%M %p').lstrip('0') }}.\nTotal time: {{ dur(s) }}", "timeout": 3, "report_errors": true}, "execution_time_ms": 11.507987976074219, "success": true, "error_message": null, "response_size_bytes": 737, "user_context": null}
 {"timestamp": "2026-08-23T05:56:09.967356+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.3d_print_early_layers_snapshot", "python_transform": "body = \"{% set f = states('sensor.octoprint_print_file') %}{% set file = 'No file' if f in ['unknown', 'unavailable', 'none'] else f.replace('.gcode', '') %}{% set pct = states('sensor.octoprint_print_progress') | round(0) | int(0) %}{% set es = states('sensor.octoprint_elapsed') | int(0) %}{% set ts = states('sensor.octoprint_time_left') | int(0) %}{% set dt = states('sensor.octoprint_approximate_completion_time') | as_datetime %}{% macro dur(s) -%}{%- if s >= 3600 -%}{{ (s // 3600) }}h {{ ((s % 3600) // 60) }}m{%- else -%}{{ ((s % 3600) // 60) }}m{%- endif -%}{%- endmacro %}{% if dt %}{% set fin = '~' + as_local(dt).strftime('%I:%M %p').lstrip('0') %}{% elif ts > 0 %}{% set fin = '~' + (now() + timedelta(seconds=ts)).strftime('%I:%M %p').lstrip('0') %}{% else %}{% set fin = 'unknown' %}{% endif %}\\n{{ file }}\\nProgress: {{ pct }}% · Elapsed: {{ dur(es) }} · Left: {{ dur(ts) if ts > 0 else 'unknown' }}\\nEst. finish: {{ fin }}\"; targets = [\"notify.mobile_app_sm_f956w\", \"notify.mobile_app_motorola_one_vision\", \"notify.mobile_app_francos_ipad\", \"notify.mobile_app_sm_t387w\"]; steps = [{\"action\": t, \"data\": {\"title\": \"3D print early check\", \"message\": body, \"data\": {\"image\": \"/local/octoprint_snapshot.jpg\"}}} for t in targets]; steps.append({\"action\": \"telegram_bot.send_photo\", \"data\": {\"entity_id\": \"notify.franco\", \"file\": \"/config/www/octoprint_snapshot.jpg\", \"caption\": body, \"parse_mode\": \"plain_text\"}}); config[\"actions\"] = [{\"action\": \"camera.snapshot\", \"target\": {\"entity_id\": \"camera.endercamera_duckdns_org\"}, \"data\": {\"filename\": \"/config/www/octoprint_snapshot.jpg\"}}, {\"parallel\": steps}]", "config_hash": "618faf493dd1ad1d", "category": null, "wait": true, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 390.28310775756836, "success": true, "error_message": null, "response_size_bytes": 2016, "user_context": null}
 {"timestamp": "2026-08-23T05:56:25.081414+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.3d_print_complete_snapshot", "python_transform": "body = \"{% set f = states('sensor.octoprint_print_file') %}{% set file = 'Print' if f in ['unknown', 'unavailable', 'none'] else f.replace('.gcode', '') %}{% set tt = state_attr('sensor.octoprint_print_progress', 'printTime') | int(0) %}{% set s = tt if tt > 0 else states('sensor.octoprint_elapsed') | int(0) %}{% macro dur(s) -%}{%- if s >= 3600 -%}{{ (s // 3600) }}h {{ ((s % 3600) // 60) }}m{%- else -%}{{ ((s % 3600) // 60) }}m{%- endif -%}{%- endmacro %}{{ file }} finished successfully at {{ now().strftime('%I:%M %p').lstrip('0') }}.\\nTotal time: {{ dur(s) }}\"; targets = [\"notify.mobile_app_sm_f956w\", \"notify.mobile_app_motorola_one_vision\", \"notify.mobile_app_francos_ipad\", \"notify.mobile_app_sm_t387w\"]; steps = [{\"action\": t, \"data\": {\"title\": \"3D print complete\", \"message\": body, \"data\": {\"image\": \"/local/octoprint_snapshot.jpg\"}}} for t in targets]; steps.append({\"action\": \"telegram_bot.send_photo\", \"data\": {\"entity_id\": \"notify.franco\", \"file\": \"/config/www/octoprint_snapshot.jpg\", \"caption\": body, \"parse_mode\": \"plain_text\"}}); config[\"actions\"] = [{\"action\": \"camera.snapshot\", \"target\": {\"entity_id\": \"camera.endercamera_duckdns_org\"}, \"data\": {\"filename\": \"/config/www/octoprint_snapshot.jpg\"}}, {\"parallel\": steps}]", "config_hash": "33ecc92b2b703793", "category": null, "wait": true, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 1418.161392211914, "success": true, "error_message": null, "response_size_bytes": 1614, "user_context": null}
+{"timestamp": "2026-08-23T05:56:37.571995+00:00", "tool_name": "ha_call_service", "parameters": {"domain": "automation", "service": "trigger", "entity_id": "automation.3d_print_complete_snapshot", "data": null, "return_response": false, "wait": true, "verbose": false, "result_fields": null, "result_attribute_keys": null, "ws_command": null}, "execution_time_ms": 1632.246494293213, "success": true, "error_message": null, "response_size_bytes": 206, "user_context": null}
+{"timestamp": "2026-08-23T05:56:45.028393+00:00", "tool_name": "ha_get_automation_traces", "parameters": {"automation_id": "automation.3d_print_complete_snapshot", "run_id": null, "limit": 1, "deduplicate": true, "detailed": false, "sections": "actions", "offset": 0, "order": "newest", "ctx": {"_STATE_TTL_SECONDS": 86400}}, "execution_time_ms": 10.793924331665039, "success": true, "error_message": null, "response_size_bytes": 447, "user_context": null}