diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index 978b3390..6d59ae45 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -4021,3 +4021,5 @@
 {"timestamp": "2026-10-08T17:39:55.643578+00:00", "tool_name": "ha_search", "parameters": {"query": "spoolman", "domain_filter": "sensor", "area_filter": null, "search_types": null, "limit": 50, "offset": 50, "exact_match": true, "include_hidden": true, "include_config": false, "group_by_domain": false, "per_domain_limit": null, "state_filter": null, "result_fields": null, "fields": null, "config_time_budget": null, "ctx": {"_STATE_TTL_SECONDS": 86400}}, "execution_time_ms": 282.75513648986816, "success": true, "error_message": null, "response_size_bytes": 5579, "user_context": null}
 {"timestamp": "2026-10-08T17:44:05.639322+00:00", "tool_name": "ha_config_get_automation", "parameters": {"identifier": "automation.sparkx_i7_latch_print_spool_for_spoolman"}, "execution_time_ms": 777.6463031768799, "success": true, "error_message": null, "response_size_bytes": 1740, "user_context": null}
 {"timestamp": "2026-10-08T17:45:09.204304+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.sparkx_i7_latch_print_spool_for_spoolman", "python_transform": "msg = \"Segment of {{ grams }} g from {{ old_slot }} (color #{{ color | upper }}) could not be deducted - no Spoolman spool with remaining weight matches that color. Register the new roll in Spoolman, then adjust manually if needed.\"\nnt = [{'action': 'notify.persistent_notification', 'data': {'title': 'Spoolman: no spool for slot color', 'message': msg}}, {'action': 'notify.mobile_app_francos_ipad', 'data': {'title': 'Spoolman: no spool for slot color', 'message': msg}}, {'action': 'notify.mobile_app_sm_f956w', 'data': {'title': 'Spoolman: no spool for slot color', 'message': msg}}]\nconfig['description'] = 'Segment tracking for Spoolman: at print start resets the length checkpoint and per-slot gram counters and latches the active CFS slot. On every slot change mid-print, deducts the exact extrusion of the finished segment (used_material_length delta x g/cm) from the Spoolman spool matching the previous slot color hex (only if that spool has remaining weight), accumulates grams per slot, notifies on no-match, then re-baselines the checkpoint and advances the latch.'\nconfig['triggers'] = [{'trigger': 'state', 'entity_id': 'sensor.sparkx_i7_print_status', 'to': 'printing', 'id': 'print_started'}, {'trigger': 'state', 'entity_id': 'sensor.sparkx_i7_active_filament_slot', 'id': 'slot_changed'}]\nconfig['conditions'] = [{'condition': 'state', 'entity_id': 'sensor.sparkx_i7_print_status', 'state': 'printing'}]\nconfig['actions'] = [\n  {'variables': {'new_slot': \"{{ states('sensor.sparkx_i7_active_filament_slot') }}\", 'old_slot': \"{{ states('input_text.sparkx_i7_print_spool_latch') }}\", 'cur': \"{{ states('sensor.sparkx_i7_used_material_length') | float(0) }}\"}},\n  {'choose': [\n    {'conditions': {'condition': 'trigger', 'id': 'print_started'},\n     'sequence': [\n       {'action': 'input_number.set_value', 'target': {'entity_id': 'input_number.sparkx_i7_spoolman_length_checkpoint'}, 'data': {'value': '{{ cur }}'}},\n       {'action': 'input_number.set_value', 'target': {'entity_id': ['input_number.sparkx_i7_slot_1_grams', 'input_number.sparkx_i7_slot_2_grams', 'input_number.sparkx_i7_slot_3_grams', 'input_number.sparkx_i7_slot_4_grams']}, 'data': {'value': 0}},\n       {'action': 'input_text.set_value', 'target': {'entity_id': 'input_text.sparkx_i7_print_spool_latch'}, 'data': {'value': \"{{ new_slot if new_slot not in ['unknown', 'unavailable'] else '' }}\"}}\n     ]},\n    {'conditions': {'condition': 'template', 'value_template': \"{{ old_slot not in ['', 'unknown', 'unavailable'] and new_slot not in ['', 'unknown', 'unavailable'] and new_slot != old_slot }}\"},\n     'sequence': [\n       {'variables': {'grams': \"{{ (([cur | float - (states('input_number.sparkx_i7_spoolman_length_checkpoint') | float(0)), 0] | max) * (states('input_number.sparkx_i7_filament_g_cm') | float(0.03))) | round(2) }}\", 'color': \"{{ states('sensor.sparkx_i7_cfs_' ~ (old_slot | lower | replace(' ', '_')) ~ '_color') | replace('#', '') | lower }}\"}},\n       {'variables': {'spool_id': \"{% set ns = namespace(id='') %}{% for e in integration_entities('spoolman') %}{% if e.endswith('_color_hex') and (states(e) | replace('#', '') | lower) == color %}{% set b = e[:-10] %}{% if (states(b) | float(0)) > 0 and ns.id == '' %}{% set ns.id = states(b ~ '_id') %}{% endif %}{% endif %}{% endfor %}{{ ns.id }}\"}},\n       {'if': {'condition': 'template', 'value_template': '{{ grams | float > 0 }}'},\n        'then': [{'choose': [\n            {'conditions': {'condition': 'template', 'value_template': \"{{ spool_id not in ['', 'unknown', 'unavailable'] }}\"},\n             'sequence': [\n               {'action': 'spoolman.use_spool_filament', 'data': {'id': '{{ spool_id | int(0) }}', 'use_weight': '{{ grams | float(0) }}'}},\n               {'if': {'condition': 'template', 'value_template': \"{{ old_slot.split(' ')[-1] in ['1', '2', '3', '4'] }}\"},\n                'then': [{'action': 'input_number.set_value', 'target': {'entity_id': \"input_number.sparkx_i7_slot_{{ old_slot.split(' ')[-1] }}_grams\"}, 'data': {'value': \"{{ (states('input_number.sparkx_i7_slot_' ~ old_slot.split(' ')[-1] ~ '_grams') | float(0)) + (grams | float) }}\"}}]}\n             ]}\n          ], 'default': nt}]},\n       {'action': 'input_number.set_value', 'target': {'entity_id': 'input_number.sparkx_i7_spoolman_length_checkpoint'}, 'data': {'value': '{{ cur }}'}},\n       {'action': 'input_text.set_value', 'target': {'entity_id': 'input_text.sparkx_i7_print_spool_latch'}, 'data': {'value': '{{ new_slot }}'}}\n     ]},\n    {'conditions': {'condition': 'template', 'value_template': \"{{ old_slot in ['', 'unknown', 'unavailable'] and new_slot not in ['', 'unknown', 'unavailable'] }}\"},\n     'sequence': [\n       {'action': 'input_number.set_value', 'target': {'entity_id': 'input_number.sparkx_i7_spoolman_length_checkpoint'}, 'data': {'value': '{{ cur }}'}},\n       {'action': 'input_text.set_value', 'target': {'entity_id': 'input_text.sparkx_i7_print_spool_latch'}, 'data': {'value': '{{ new_slot }}'}}\n     ]}\n  ]}\n]\nconfig['mode'] = 'queued'\nconfig['max'] = 10", "config_hash": "ce44e8bfd2aea2cf", "take_control_of_blueprint": false, "category": null, "wait": true, "enabled": null, "run_actions": false, "MandatoryBPS": true, "BestPracticeKey": null}, "execution_time_ms": 2299.7162342071533, "success": true, "error_message": null, "response_size_bytes": 85218, "user_context": null}
+{"timestamp": "2026-10-08T17:45:59.218870+00:00", "tool_name": "ha_config_get_automation", "parameters": {"identifier": "automation.sparkx_i7_latch_print_spool_for_spoolman"}, "execution_time_ms": 221.19951248168945, "success": true, "error_message": null, "response_size_bytes": 5423, "user_context": null}
+{"timestamp": "2026-10-08T17:45:59.226035+00:00", "tool_name": "ha_config_get_automation", "parameters": {"identifier": "automation.sparkx_i7_deduct_filament_in_spoolman_on_print_complete"}, "execution_time_ms": 229.57611083984375, "success": true, "error_message": null, "response_size_bytes": 1823, "user_context": null}