diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index 6c0bb3fd..c3bb1b90 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -4698,3 +4698,5 @@
 {"timestamp": "2026-10-16T13:59:19.960431+00:00", "tool_name": "ha_get_state", "parameters": {"entity_id": ["sensor.sparkx_i7_active_filament_slot", "sensor.sparkx_i7_print_status"], "fields": ["state"], "attribute_keys": null}, "execution_time_ms": 1.3000965118408203, "success": true, "error_message": null, "response_size_bytes": 516, "user_context": null}
 {"timestamp": "2026-10-16T14:02:38.978079+00:00", "tool_name": "ha_config_get_dashboard", "parameters": {"url_path": "sparkx-i7", "list_only": false, "force_reload": false, "entity_id": null, "card_type": null, "heading": null, "include_config": false, "include_screenshot": false, "view_path": null, "query": "zzzznomatchxyz", "describe": false}, "execution_time_ms": 16.448259353637695, "success": true, "error_message": null, "response_size_bytes": 371, "user_context": null}
 {"timestamp": "2026-10-16T14:02:38.981558+00:00", "tool_name": "ha_config_get_dashboard", "parameters": {"url_path": "3d-printer-cellphone", "list_only": false, "force_reload": false, "entity_id": null, "card_type": null, "heading": null, "include_config": false, "include_screenshot": false, "view_path": null, "query": "zzzznomatchxyz", "describe": false}, "execution_time_ms": 18.340587615966797, "success": true, "error_message": null, "response_size_bytes": 382, "user_context": null}
+{"timestamp": "2026-10-16T14:03:45.206188+00:00", "tool_name": "ha_config_set_dashboard", "parameters": {"url_path": "3d-printer-cellphone", "config": null, "python_transform": "config['views'][0]['sections'][0]['cards'][0]['filter']['template'] = config['views'][0]['sections'][0]['cards'][0]['filter']['template'].replace(\"{% set ns = namespace(cards=[]) %}\", \"{% set ns = namespace(cards=[]) %}{% set active_n = (states('sensor.sparkx_i7_active_filament_slot').split('_')[-1] | int(0)) if states('sensor.sparkx_i7_print_status') in ['printing', 'paused'] else 0 %}\").replace(\"{% set v.wrap = ' warn-crit' if band == 2 else (' warn-low' if band == 1 else '') %}\", \"{% set v.wrap = ' warn-crit' if band == 2 else (' warn-low' if band == 1 else '') %}{% set v.wrap = v.wrap ~ ' active' if (n == active_n) else v.wrap %}\").replace(\"      .tube-wrap {\", \"      .tube-wrap.active .tube-bg { box-shadow: 0 0 10px 2px var(--primary-color); } .tube-wrap.active .slot-label { color: var(--primary-color); font-weight: 800; }      .tube-wrap {\")", "config_hash": "62ec525da5d5cdf5", "title": null, "icon": null, "require_admin": null, "show_in_sidebar": null, "MandatoryBPS": false, "BestPracticeKey": null, "return_screenshot": false, "view_path": null, "patch": null}, "execution_time_ms": 30602.341413497925, "success": false, "error_message": "{\n  \"success\": false,\n  \"error\": {\n    \"code\": \"SERVICE_CALL_FAILED\",\n    \"message\": \"Dashboard write outcome unknown: Command timeout\",\n    \"suggestion\": \"Read the dashboard with ha_config_get_dashboard before retrying\",\n    \"suggestions\": [\n      \"Read the dashboard with ha_config_get_dashboard before retrying\",\n      \"Use its fresh config_hash and check whether the requested changes already applied\",\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  \"url_path\": \"3d-printer-cellphone\",\n  \"reason\": \"write_outcome_unknown\",\n  \"write_committed\": null,\n  \"post_write_verified\": false\n}", "response_size_bytes": null, "user_context": null}
+{"timestamp": "2026-10-16T14:03:45.229901+00:00", "tool_name": "ha_config_set_dashboard", "parameters": {"url_path": "sparkx-i7", "config": null, "python_transform": "config['views'][2]['sections'][0]['cards'][1]['filter']['template'] = config['views'][2]['sections'][0]['cards'][1]['filter']['template'].replace(\"{% set ns = namespace(cards=[]) %}\", \"{% set ns = namespace(cards=[]) %}{% set active_n = (states('sensor.sparkx_i7_active_filament_slot').split('_')[-1] | int(0)) if states('sensor.sparkx_i7_print_status') in ['printing', 'paused'] else 0 %}\").replace(\"{% set v.wrap = ' warn-crit' if band == 2 else (' warn-low' if band == 1 else '') %}\", \"{% set v.wrap = ' warn-crit' if band == 2 else (' warn-low' if band == 1 else '') %}{% set v.wrap = v.wrap ~ ' active' if (n == active_n) else v.wrap %}\").replace(\"      .tube-wrap {\", \"      .tube-wrap.active .tube-bg { box-shadow: 0 0 10px 2px var(--primary-color); } .tube-wrap.active .slot-label { color: var(--primary-color); font-weight: 800; }      .tube-wrap {\")", "config_hash": "cf16d2cddacb473c", "title": null, "icon": null, "require_admin": null, "show_in_sidebar": null, "MandatoryBPS": false, "BestPracticeKey": null, "return_screenshot": false, "view_path": null, "patch": null}, "execution_time_ms": 30344.09236907959, "success": false, "error_message": "{\n  \"success\": false,\n  \"error\": {\n    \"code\": \"SERVICE_CALL_FAILED\",\n    \"message\": \"Dashboard write outcome unknown: Command timeout\",\n    \"suggestion\": \"Read the dashboard with ha_config_get_dashboard before retrying\",\n    \"suggestions\": [\n      \"Read the dashboard with ha_config_get_dashboard before retrying\",\n      \"Use its fresh config_hash and check whether the requested changes already applied\",\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  \"url_path\": \"sparkx-i7\",\n  \"reason\": \"write_outcome_unknown\",\n  \"write_committed\": null,\n  \"post_write_verified\": false\n}", "response_size_bytes": null, "user_context": null}