diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index d08d0c68..29fe5623 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -3951,3 +3951,5 @@
 {"timestamp": "2026-10-08T16:34:00.733867+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": {"alias": "SparkX i7 - Latch print spool for Spoolman", "triggers": [{"trigger": "state", "entity_id": "sensor.sparkx_i7_print_status", "to": "printing"}, {"trigger": "state", "entity_id": "sensor.sparkx_i7_active_filament_slot"}, {"trigger": "state", "entity_id": ["sensor.sparkx_i7_cfs_box_1_slot_1_color", "sensor.sparkx_i7_cfs_box_1_slot_2_color", "sensor.sparkx_i7_cfs_box_1_slot_3_color", "sensor.sparkx_i7_cfs_box_1_slot_4_color"]}], "conditions": [{"condition": "state", "entity_id": "sensor.sparkx_i7_print_status", "state": "printing"}], "actions": [{"choose": [{"conditions": {"condition": "[REDACTED]", "value_template": "[REDACTED]"}, "sequence": ["[REDACTED]"]}]}, {"variables": {"spool_id": "{%- set slot = states('sensor.sparkx_i7_active_filament_slot') -%}\n{%- set ce = 'sensor.sparkx_i7_cfs_' ~ (slot | lower | replace(' ', '_')) ~ '_color' -%}\n{%- set color = states(ce) | replace('#', '') | lower -%}\n{%- set ns = namespace(id = '') -%}\n{%- for e in integration_entities('spoolman') -%}\n  {%- if e.endswith('_color_hex') and (states(e) | lower) == color -%}\n    {%- set ns.id = states(e[:-10] ~ '_id') -%}\n  {%- endif -%}\n{%- endfor -%}\n{{ ns.id }}"}}, {"condition": "template", "value_template": "{{ spool_id not in ['', 'unknown', 'unavailable'] }}"}, {"action": "input_text.set_value", "target": {"entity_id": "input_text.sparkx_i7_print_spool_latch"}, "data": {"value": "{{ spool_id }}"}}], "mode": "single"}, "identifier": null, "python_transform": null, "config_hash": null, "take_control_of_blueprint": false, "category": null, "wait": true, "enabled": null, "run_actions": false, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 2021.4054584503174, "success": true, "error_message": null, "response_size_bytes": 1773, "user_context": null}
 {"timestamp": "2026-10-08T16:34:33.618437+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.sparkx_i7_latch_print_spool_for_spoolman", "python_transform": "config['triggers'][0]['id'] = 'print_started'; config['actions'][0]['choose'][0]['conditions'] = {'condition': 'trigger', 'id': 'print_started'}", "config_hash": null, "take_control_of_blueprint": false, "category": null, "wait": true, "enabled": null, "run_actions": false, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 1.9414424896240234, "success": false, "error_message": "{\n  \"success\": false,\n  \"error\": {\n    \"code\": \"VALIDATION_INVALID_PARAMETER\",\n    \"message\": \"config_hash is required for python_transform\",\n    \"suggestion\": \"Call ha_config_get_automation() first\",\n    \"suggestions\": [\n      \"Call ha_config_get_automation() first\",\n      \"Use the config_hash from that response\",\n      \"For Home Assistant best-practice guidance, call ha_get_skill_guide() to read SKILL.md, then the reference file its table points to, before retrying.\"\n    ]\n  },\n  \"action\": \"python_transform\",\n  \"identifier\": \"automation.sparkx_i7_latch_print_spool_for_spoolman\"\n}", "response_size_bytes": null, "user_context": null}
 {"timestamp": "2026-10-08T16:34:33.728307+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.sparkx_i7_deduct_filament_in_spoolman_on_print_complete", "python_transform": "config['conditions'] = [{'condition': 'numeric_state', 'entity_id': 'sensor.sparkx_i7_filament_weight_estimated', 'above': 0}]", "config_hash": null, "take_control_of_blueprint": false, "category": null, "wait": true, "enabled": null, "run_actions": false, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 0.14829635620117188, "success": false, "error_message": "{\n  \"success\": false,\n  \"error\": {\n    \"code\": \"VALIDATION_INVALID_PARAMETER\",\n    \"message\": \"config_hash is required for python_transform\",\n    \"suggestion\": \"Call ha_config_get_automation() first\",\n    \"suggestions\": [\n      \"Call ha_config_get_automation() first\",\n      \"Use the config_hash from that response\",\n      \"For Home Assistant best-practice guidance, call ha_get_skill_guide() to read SKILL.md, then the reference file its table points to, before retrying.\"\n    ]\n  },\n  \"action\": \"python_transform\",\n  \"identifier\": \"automation.sparkx_i7_deduct_filament_in_spoolman_on_print_complete\"\n}", "response_size_bytes": null, "user_context": null}
+{"timestamp": "2026-10-08T16:34:39.942378+00:00", "tool_name": "ha_config_get_automation", "parameters": {"identifier": "automation.sparkx_i7_latch_print_spool_for_spoolman"}, "execution_time_ms": 182.53254890441895, "success": true, "error_message": null, "response_size_bytes": 1775, "user_context": null}
+{"timestamp": "2026-10-08T16:34:40.093943+00:00", "tool_name": "ha_config_get_automation", "parameters": {"identifier": "automation.sparkx_i7_deduct_filament_in_spoolman_on_print_complete"}, "execution_time_ms": 329.21385765075684, "success": true, "error_message": null, "response_size_bytes": 1842, "user_context": null}