diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index 242c1868..01b22845 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -4556,3 +4556,5 @@
 {"timestamp": "2026-10-15T13:03:07.407090+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": null, "describe": false}, "execution_time_ms": 18.734455108642578, "success": true, "error_message": null, "response_size_bytes": 7886, "user_context": null}
 {"timestamp": "2026-10-15T13:11:11.405670+00:00", "tool_name": "ha_eval_template", "parameters": {"template": "{% set cols = namespace(list=[]) %}\n{% for n in ['1','2','3','4'] %}{% set cc = states('sensor.sparkx_i7_cfs_box_1_slot_' ~ n ~ '_color') | replace('#','') | lower %}{% if cc not in ['','none','unknown','unavailable'] %}{% set cols.list = cols.list + [cc] %}{% endif %}{% endfor %}\n{% set gc = namespace(list=[]) %}\n{% for p in (state_attr('sensor.sparkx_i7_expected_material_length','color') | default('', true) | string).split(';') %}{% set q = p | replace('#','') | lower | trim %}{% if q not in ['','none','unknown','unavailable'] %}{% set gc.list = gc.list + [q] %}{% endif %}{% endfor %}\n{% set mc = namespace(list=[]) %}\n{% for p in (state_attr('sensor.sparkx_i7_expected_material_length','material') | default('', true) | string).split(';') %}{% set q = p | trim %}{% if q not in ['','none','unknown','unavailable'] %}{% set mc.list = mc.list + [q] %}{% endif %}{% endfor %}\n{% set single = (gc.list | length) == 1 %}\n{% set gcol = gc.list[0] if single else '' %}\n{% set aslot = (states('sensor.sparkx_i7_active_filament_slot') | default('', true) | string).split('_')[-1] %}\n{% set aslot = aslot if aslot in ['1','2','3','4'] else '' %}\n{% set rem_g = ([((job_g | float) - (used_g | float)), 0] | max) | round(1) %}\n{% set ns = namespace(cover=[], below=[], short=[], ok=[], missing=[], loaded=[], match_label='', match_rem=0) %}\n{% for n in ['1','2','3','4'] %}\n{% set c = states('sensor.sparkx_i7_cfs_box_1_slot_' ~ n ~ '_color') | replace('#','') | lower %}\n{% if c not in ['','none','unknown','unavailable'] %}\n{% set cname = states('sensor.sparkx_i7_slot_' ~ n ~ '_color_name') %}\n{% set flabel = states('sensor.sparkx_i7_cfs_box_1_slot_' ~ n ~ '_filament') %}\n{% set label = 'Slot ' ~ n ~ ' ' ~ (cname if cname not in ['','unknown','unavailable'] else (flabel if flabel not in ['','unknown','unavailable'] else ('#' ~ (c | upper)))) %}\n{% set sp = namespace(id='', rem=0, fw=0) %}\n{% for e in integration_entities('spoolman') if e.endswith('_color_hex') %}\n{% if sp.id == '' and (state_attr(e[:-10],'location') | default('', true) | lower) == ('cfs lite ' ~ n) %}\n{% set sp.id = e[:-10] %}\n{% set sp.rem = states(e[:-10]) | float(0) %}\n{% set sp.fw = state_attr(e[:-10],'filament_weight') | float(0) %}\n{% endif %}\n{% endfor %}\n{% set pct = ((((sp.rem | float) / (sp.fw | float)) * 100) | round(0) | int) if (sp.fw | float) > 0 else 0 %}\n{% if sp.id != '' %}{% set ns.loaded = ns.loaded + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%)'] %}{% endif %}\n{% if sp.id != '' and single and n == aslot %}{% set ns.match_label = label %}{% set ns.match_rem = sp.rem %}{% endif %}\n{% if sp.id != '' %}\n{% if single and n == aslot %}\n{% if (sp.rem | float) < (job_g | float) %}{% set ns.short = ns.short + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%) left, ' ~ job_g ~ ' g needed'] %}\n{% else %}{% set ns.ok = ns.ok + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%) left, ' ~ job_g ~ ' g needed'] %}{% endif %}\n{% elif single %}\n{% if (sp.rem | float) >= (job_g | float) %}{% set ns.cover = ns.cover + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%)'] %}\n{% else %}{% set ns.below = ns.below + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%)'] %}{% endif %}\n{% else %}\n{% if (sp.rem | float) < (job_g | float) %}{% set ns.short = ns.short + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%) left, up to ' ~ job_g ~ ' g needed'] %}\n{% else %}{% set ns.ok = ns.ok + [label ~ ': ' ~ (sp.rem | round(1)) ~ ' g (' ~ pct ~ '%) left, up to ' ~ job_g ~ ' g needed'] %}{% endif %}\n{% endif %}\n{% elif job_g > 0 %}\n{% set ns.missing = ns.missing + [label ~ ' (#' ~ (c | upper) ~ ')'] %}\n{% endif %}\n{% endif %}\n{% endfor %}\nJob: {{ gcode_file if gcode_file not in ['','unknown','unavailable'] else (state_attr('sensor.sparkx_i7_print_status','file') | default('', true) | string).split('/')[-1] }}\nNeeds {{ job_g | round(1) }} g ({{ length_cm | round(1) }} cm) · used {{ used_g }} g · {{ rem_g }} g left to print\nSlicer: {{ (mc.list | join(', ')) if mc.list else 'material unknown' }} · {{ ('single colour #' ~ (gcol | upper)) if single else ((gc.list | length) ~ ' colours') }}\n{% if job_g <= 0 %}Cannot verify: slicer filament estimate not available yet.{% if ns.loaded %}\nLoaded:\n- {{ ns.loaded | join('\\n- ') }}{% endif %}\n{% elif single and aslot != '' %}\n{% if ns.short %}NOT ENOUGH filament:\n- {{ ns.short | join('\\n- ') }}\n{% elif ns.match_label %}Enough filament: {{ ns.match_label }}: {{ ns.match_rem | round(1) }} g left, {{ job_g }} g needed.\n{% else %}Active slot {{ aslot }} has no Spoolman spool at CFS Lite, so remaining cannot be checked.{% endif %}\n{% elif single %}No exact colour match for the print colour #{{ gcol | upper }} in a loaded CFS slot, so the exact spool cannot be identified.{% if ns.cover %}\nWould cover {{ job_g }} g:\n- {{ ns.cover | join('\\n- ') }}{% endif %}{% if ns.below %}\nBelow {{ job_g }} g:\n- {{ ns.below | join('\\n- ') }}{% endif %}{% if not ns.cover and not ns.below %}\nNo loaded CFS slot has a matching Spoolman spool to compare.{% endif %}\n{% elif ns.short %}NOT ENOUGH filament - possible shortfall:\n- {{ ns.short | join('\\n- ') }}{% if ns.ok %}\nOK (would still cover the whole job):\n- {{ ns.ok | join('\\n- ') }}{% endif %}{% if ns.missing %}\nNo Spoolman spool matched for:\n- {{ ns.missing | join('\\n- ') }}{% endif %}\n{% elif ns.ok %}Enough filament:\n- {{ ns.ok | join('\\n- ') }}{% if ns.missing %}\nNo Spoolman spool matched for:\n- {{ ns.missing | join('\\n- ') }}{% endif %}\n{% elif ns.missing %}Could not match any loaded CFS slot to a Spoolman spool.{% endif %}", "condition": null, "variables": {"job_g": 239.1, "gcm": 0.0298, "length_cm": 8022.6, "used_len": 0, "used_g": 0, "gcode_file": "Test_Print.gcode"}, "strict": false, "timeout": 3, "report_errors": true}, "execution_time_ms": 213.69385719299316, "success": true, "error_message": null, "response_size_bytes": 6739, "user_context": null}
 {"timestamp": "2026-10-15T13:12:44.006911+00:00", "tool_name": "ha_reload_core", "parameters": {"target": "automations", "entry_id": null}, "execution_time_ms": 284.23237800598145, "success": true, "error_message": null, "response_size_bytes": 122, "user_context": null}
+{"timestamp": "2026-10-15T13:13:04.101465+00:00", "tool_name": "ha_get_state", "parameters": {"entity_id": "automation.sparkx_i7_print_start_filament_sufficiency_check", "fields": ["state", "attributes"], "attribute_keys": ["id", "last_triggered", "mode"]}, "execution_time_ms": 1.9159317016601562, "success": false, "error_message": "{\n  \"success\": false,\n  \"error\": {\n    \"code\": \"ENTITY_NOT_FOUND\",\n    \"message\": \"Entity 'automation.sparkx_i7_print_start_filament_sufficiency_check' not found\",\n    \"details\": \"API error: 404 - Entity automation.sparkx_i7_print_start_filament_sufficiency_check not found\",\n    \"suggestion\": \"Verify entity 'automation.sparkx_i7_print_start_filament_sufficiency_check' exists in Home Assistant\",\n    \"suggestions\": [\n      \"Verify entity 'automation.sparkx_i7_print_start_filament_sufficiency_check' exists in Home Assistant\",\n      \"Check Home Assistant connection\",\n      \"Use ha_search() to find correct entity IDs\"\n    ]\n  },\n  \"entity_id\": \"automation.sparkx_i7_print_start_filament_sufficiency_check\"\n}", "response_size_bytes": null, "user_context": null}
+{"timestamp": "2026-10-15T13:13:09.082478+00:00", "tool_name": "ha_search", "parameters": {"query": "filament sufficiency", "domain_filter": "automation", "area_filter": null, "search_types": null, "limit": 10, "offset": 0, "exact_match": true, "include_hidden": true, "include_config": false, "group_by_domain": false, "per_domain_limit": null, "state_filter": null, "result_fields": ["entity_id", "friendly_name", "state"], "fields": null, "config_time_budget": null, "ctx": "Context(_STATE_TTL_SECONDS=86400)"}, "execution_time_ms": 122.43270874023438, "success": true, "error_message": null, "response_size_bytes": 858, "user_context": null}