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[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- system_settings: Opens System Settings to configure macOS preferences.\n- browser_history: Searches or clears browser history.\n- database_manager: Connects to ...
system_settings
system
recursive_template
system_settings,browser_history,database_manager,web_scraper,discord_manager,package_builder,flight_tracker,activity_monitor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- brightness_control: Changes screen brightness.\n- do_not_disturb: Enables or disables Focus / Do Not Disturb mode.\n- update_manager: Checks and installs system...
camera_controller
media
recursive_template
brightness_control,do_not_disturb,update_manager,knowledge_graph,tag_manager,camera_controller,podcast_player,voice_changer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- desktop_manager: Creates or switches macOS desktops/spaces.\n- mail_composer: Composes or sends an email via the Mail app.\n- citation_generator: Generates acad...
system_settings
system
recursive_template
desktop_manager,mail_composer,citation_generator,system_settings,homekit_controller,autonomous_operator,wifi_manager,task_planner
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- password_manager: Retrieves or stores credentials via macOS Keychain.\n- habit_tracker: Tracks habits and routines.\n- thermal_monitor: Tracks CPU and GPU tempe...
password_manager
system
recursive_template
password_manager,habit_tracker,thermal_monitor,app_store,activity_monitor,encryption_tool,citation_generator,cache_cleaner
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- calendar_app: Creates, views, or edits Calendar events.\n- process_manager: Starts, stops, or monitors system processes.\n- game_mode: Optimizes system performa...
calendar_app
productivity
recursive_template
calendar_app,process_manager,game_mode,desktop_manager,fps_monitor,macro_recorder,open_application,app_store
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- intent_router: Routes user intent to appropriate system tools.\n- open_application: Opens any macOS application (Finder, Spotify, Safari, etc.).\n- quiz_generat...
keyboard_shortcut
system
recursive_template
intent_router,open_application,quiz_generator,biometric_auth,dependency_manager,keyboard_shortcut,app_store,predictive_assistant
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- citation_generator: Generates academic citations.\n- music_controller: Controls playback in Music or Spotify.\n- ssh_connector: Connects to remote systems using...
clipboard_manager
system
recursive_template
citation_generator,music_controller,ssh_connector,code_generator,api_tester,shortcut_executor,meeting_scheduler,clipboard_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- gesture_controller: Executes trackpad gestures programmatically.\n- teams_controller: Controls Microsoft Teams meetings and chats.\n- firewall_manager: Manages ...
safari_browser
app_control
recursive_template
gesture_controller,teams_controller,firewall_manager,break_scheduler,safari_browser,fps_monitor,wifi_manager,currency_converter
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- system_settings: Opens System Settings to configure macOS preferences.\n- fps_monitor: Displays live FPS statistics.\n- clipboard_manager: Reads, writes, or cle...
clipboard_manager
system
recursive_template
system_settings,fps_monitor,clipboard_manager,semantic_search,predictive_assistant,code_reviewer,note_taker,docker_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- screen_reader: Controls VoiceOver accessibility features.\n- secure_delete: Permanently deletes files securely.\n- note_taker: Creates or edits notes in the Not...
trash_manager
files
recursive_template
screen_reader,secure_delete,note_taker,app_switcher,task_planner,game_launcher,translation_tool,trash_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- maps_navigator: Searches maps and provides directions.\n- flashcard_creator: Creates study flashcards automatically.\n- cache_cleaner: Clears temporary and cach...
note_taker
productivity
recursive_template
maps_navigator,flashcard_creator,cache_cleaner,spotlight_search,posture_reminder,external_drive_manager,cloud_sync_manager,note_taker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- screenshot_tool: Takes a screenshot or screen recording.\n- brightness_control: Changes screen brightness.\n- activity_monitor: Opens Activity Monitor to inspec...
brightness_control
system
recursive_template
screenshot_tool,brightness_control,activity_monitor,subtitle_generator,currency_converter,kubernetes_manager,stream_overlay_manager,homekit_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- currency_converter: Converts currencies in real time.\n- mail_composer: Composes or sends an email via the Mail app.\n- firewall_manager: Manages macOS firewall...
screenshot_tool
system
recursive_template
currency_converter,mail_composer,firewall_manager,weather_checker,screenshot_tool,activity_monitor,image_editor,screen_reader
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- resource_optimizer: Optimizes CPU, memory, and storage usage.\n- presentation_builder: Creates presentation slides automatically.\n- open_application: Opens any...
bluetooth_manager
network
recursive_template
resource_optimizer,presentation_builder,open_application,document_summarizer,bluetooth_manager,context_memory,smart_tv_controller,session_locker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- game_mode: Optimizes system performance for gaming.\n- spreadsheet_editor: Creates or edits spreadsheet files.\n- system_settings: Opens System Settings to conf...
activity_monitor
system
recursive_template
game_mode,spreadsheet_editor,system_settings,thermal_monitor,activity_monitor,git_manager,docker_manager,music_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- api_tester: Sends and tests HTTP API requests.\n- controller_manager: Connects and configures game controllers.\n- speech_synthesizer: Reads text aloud using sy...
display_manager
system
recursive_template
api_tester,controller_manager,speech_synthesizer,bookmark_manager,messages_sender,display_manager,biometric_auth,dictation_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- environment_manager: Manages shell environment variables.\n- quiz_generator: Builds quizzes from learning material.\n- podcast_player: Opens or controls the Pod...
podcast_player
media
recursive_template
environment_manager,quiz_generator,podcast_player,ci_cd_controller,screenshot_tool,iot_manager,ssh_connector,battery_checker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- privacy_cleaner: Clears browsing data and usage traces.\n- music_controller: Controls playback in Music or Spotify.\n- autonomous_operator: Executes long-runnin...
app_switcher
app_control
recursive_template
privacy_cleaner,music_controller,autonomous_operator,hot_corners,smart_tv_controller,app_switcher,spotlight_search,maps_navigator
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- cursor_controller: Controls mouse cursor movement and behavior.\n- process_manager: Starts, stops, or monitors system processes.\n- app_switcher: Switches focus...
open_application
app_control
recursive_template
cursor_controller,process_manager,app_switcher,zoom_controller,open_application,folder_navigation,system_settings,game_launcher
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- activity_monitor: Opens Activity Monitor to inspect CPU, RAM, or processes.\n- disk_utility: Manages disks, partitions, or repairs volumes.\n- stream_overlay_ma...
wifi_manager
network
recursive_template
activity_monitor,disk_utility,stream_overlay_manager,context_memory,messages_sender,wifi_manager,expense_tracker,system_settings
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- external_drive_manager: Mounts, ejects, and manages external drives.\n- clipboard_manager: Reads, writes, or clears the system clipboard.\n- presentation_builde...
clipboard_manager
system
recursive_template
external_drive_manager,clipboard_manager,presentation_builder,iot_manager,messages_sender,code_generator,multi_agent_orchestrator,translation_tool
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- fps_monitor: Displays live FPS statistics.\n- password_manager: Retrieves or stores credentials via macOS Keychain.\n- voice_control: Controls macOS Voice Contr...
app_store
app_control
recursive_template
fps_monitor,password_manager,voice_control,spotlight_search,app_store,vpn_controller,shortcut_executor,focus_timer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- thermal_monitor: Tracks CPU and GPU temperatures.\n- camera_controller: Controls webcams and camera settings.\n- proxy_manager: Configures network proxy setting...
terminal_executor
dev
recursive_template
thermal_monitor,camera_controller,proxy_manager,energy_saver,terminal_executor,hot_corners,activity_monitor,presentation_builder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- browser_tab_manager: Creates, closes, groups, or switches browser tabs.\n- homekit_controller: Controls HomeKit smart devices.\n- download_manager: Tracks and m...
hot_corners
system
recursive_template
browser_tab_manager,homekit_controller,download_manager,autonomous_operator,hot_corners,cache_cleaner,budget_manager,speech_synthesizer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- contact_manager: Creates and edits Contacts entries.\n- image_editor: Edits, crops, or annotates images.\n- predictive_assistant: Predicts next likely user acti...
file_manager
files
recursive_template
contact_manager,image_editor,predictive_assistant,process_manager,discord_manager,terminal_executor,stage_manager,file_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- predictive_assistant: Predicts next likely user actions.\n- display_manager: Configures display resolution, arrangement, or mirroring.\n- hot_corners: Configure...
hot_corners
system
recursive_template
predictive_assistant,display_manager,hot_corners,maps_navigator,web_scraper,messages_sender,audio_editor,session_locker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- memory_cleaner: Frees inactive RAM usage.\n- ssh_connector: Connects to remote systems using SSH.\n- tag_manager: Adds or removes Finder tags from files.\n- clo...
open_application
app_control
recursive_template
memory_cleaner,ssh_connector,tag_manager,cloud_sync_manager,maps_navigator,open_application,vm_controller,game_mode
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- quick_look: Previews a file with macOS Quick Look.\n- clipboard_manager: Reads, writes, or clears the system clipboard.\n- teams_controller: Controls Microsoft ...
clipboard_manager
system
recursive_template
quick_look,clipboard_manager,teams_controller,internet_speed_test,reminder_creator,context_memory,archive_manager,shortcut_executor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- iot_manager: Manages connected IoT devices.\n- battery_checker: Reports current battery level and charging status.\n- meeting_scheduler: Schedules meetings acro...
siri_assistant
general
recursive_template
iot_manager,battery_checker,meeting_scheduler,multi_agent_orchestrator,smart_tv_controller,siri_assistant,external_drive_manager,archive_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- git_manager: Performs Git operations like commit, push, pull, and merge.\n- update_manager: Checks and installs system updates.\n- fan_controller: Monitors or a...
safari_browser
app_control
recursive_template
git_manager,update_manager,fan_controller,zoom_controller,gesture_controller,meeting_transcriber,password_manager,safari_browser
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- calendar_app: Creates, views, or edits Calendar events.\n- currency_converter: Converts currencies in real time.\n- call_recorder: Records voice or video calls....
calendar_app
productivity
recursive_template
calendar_app,currency_converter,call_recorder,presentation_builder,ai_assistant,discord_manager,iot_manager,kubernetes_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- voice_changer: Applies effects to microphone audio.\n- task_planner: Breaks large tasks into actionable subtasks.\n- meeting_scheduler: Schedules meetings acros...
volume_control
system
recursive_template
voice_changer,task_planner,meeting_scheduler,volume_control,duplicate_cleaner,smart_tv_controller,notification_center,photos_viewer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- volume_control: Adjusts system audio volume or mutes/unmutes.\n- session_locker: Locks the current macOS session.\n- podcast_player: Opens or controls the Podca...
zoom_controller
productivity
recursive_template
volume_control,session_locker,podcast_player,controller_manager,database_manager,reminder_creator,dependency_manager,zoom_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- network_monitor: Monitors live network traffic.\n- archive_manager: Compresses or extracts ZIP, RAR, TAR, and 7z archives.\n- discord_manager: Manages Discord s...
time_machine
system
recursive_template
network_monitor,archive_manager,discord_manager,hot_corners,time_machine,break_scheduler,game_launcher,habit_tracker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- terminal_executor: Runs a shell command in Terminal or iTerm.\n- time_machine: Starts a Time Machine backup or restores files.\n- network_monitor: Monitors live...
terminal_executor
dev
recursive_template
terminal_executor,time_machine,network_monitor,screen_streamer,airdrop_receiver,database_manager,flashcard_creator,camera_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- flashcard_creator: Creates study flashcards automatically.\n- speech_synthesizer: Reads text aloud using system voices.\n- messages_sender: Sends an iMessage or...
mail_composer
productivity
recursive_template
flashcard_creator,speech_synthesizer,messages_sender,facetime_caller,voice_changer,mail_composer,api_tester,camera_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- desktop_manager: Creates or switches macOS desktops/spaces.\n- reminder_creator: Creates or manages Reminders.\n- proxy_manager: Configures network proxy settin...
reminder_creator
productivity
recursive_template
desktop_manager,reminder_creator,proxy_manager,screen_reader,document_summarizer,game_launcher,cursor_controller,clipboard_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- log_viewer: Views and filters application or system logs.\n- file_permission_editor: Changes macOS file and folder permissions.\n- note_taker: Creates or edits ...
note_taker
productivity
recursive_template
log_viewer,file_permission_editor,note_taker,wallpaper_manager,facetime_caller,controller_manager,quiz_generator,stage_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- internet_speed_test: Measures upload, download, and latency speeds.\n- tag_manager: Adds or removes Finder tags from files.\n- budget_manager: Helps manage budg...
terminal_executor
dev
recursive_template
internet_speed_test,tag_manager,budget_manager,terminal_executor,open_application,desktop_manager,power_manager,cloud_sync_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- energy_saver: Applies battery-saving settings.\n- fps_monitor: Displays live FPS statistics.\n- spreadsheet_editor: Creates or edits spreadsheet files.\n- vpn_c...
open_application
app_control
recursive_template
energy_saver,fps_monitor,spreadsheet_editor,vpn_controller,zoom_controller,gif_creator,open_application,presentation_builder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- facetime_caller: Initiates a FaceTime audio or video call.\n- activity_monitor: Opens Activity Monitor to inspect CPU, RAM, or processes.\n- encryption_tool: En...
facetime_caller
productivity
recursive_template
facetime_caller,activity_monitor,encryption_tool,system_settings,web_scraper,cloud_sync_manager,docker_manager,posture_reminder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- bluetooth_manager: Pairs, connects, or disconnects Bluetooth devices.\n- media_converter: Converts media files between formats.\n- automator_runner: Runs Automa...
dependency_manager
dev
recursive_template
bluetooth_manager,media_converter,automator_runner,file_permission_editor,fps_monitor,ssh_connector,dependency_manager,document_summarizer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- security_scanner: Scans for malware or suspicious activity.\n- focus_timer: Runs Pomodoro or focus sessions.\n- do_not_disturb: Enables or disables Focus / Do N...
ocr_scanner
ai
recursive_template
security_scanner,focus_timer,do_not_disturb,subtitle_generator,cloud_sync_manager,ocr_scanner,break_scheduler,messages_sender
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- api_tester: Sends and tests HTTP API requests.\n- disk_utility: Manages disks, partitions, or repairs volumes.\n- terminal_executor: Runs a shell command in Ter...
photos_viewer
media
recursive_template
api_tester,disk_utility,terminal_executor,folder_navigation,zoom_accessibility,autonomous_operator,messages_sender,photos_viewer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- archive_manager: Compresses or extracts ZIP, RAR, TAR, and 7z archives.\n- ssh_connector: Connects to remote systems using SSH.\n- startup_manager: Manages star...
messages_sender
productivity
recursive_template
archive_manager,ssh_connector,startup_manager,environment_manager,messages_sender,intent_router,calendar_app,window_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- energy_saver: Applies battery-saving settings.\n- game_mode: Optimizes system performance for gaming.\n- screen_recorder: Records the screen or a specific windo...
system_settings
system
recursive_template
energy_saver,game_mode,screen_recorder,voice_control,system_settings,mission_control,focus_timer,dictation_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- browser_history: Searches or clears browser history.\n- open_application: Opens any macOS application (Finder, Spotify, Safari, etc.).\n- volume_control: Adjust...
open_application
app_control
recursive_template
browser_history,open_application,volume_control,context_memory,dictation_manager,keyboard_shortcut,mission_control,facetime_caller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- music_controller: Controls playback in Music or Spotify.\n- hot_corners: Configures macOS hot corner actions.\n- ocr_scanner: Extracts text from images or scann...
music_controller
media
recursive_template
music_controller,hot_corners,ocr_scanner,zoom_accessibility,expense_tracker,multi_agent_orchestrator,contact_manager,keyboard_shortcut
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- location_tracker: Reports or tracks device location.\n- game_launcher: Launches and manages installed games.\n- do_not_disturb: Enables or disables Focus / Do N...
file_manager
files
recursive_template
location_tracker,game_launcher,do_not_disturb,voice_changer,app_store,file_manager,iot_manager,translation_tool
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- dock_manager: Adds, removes, or repositions items in the Dock.\n- automator_runner: Runs Automator workflows and shortcuts.\n- screen_recorder: Records the scre...
photos_viewer
media
recursive_template
dock_manager,automator_runner,screen_recorder,session_locker,photos_viewer,meeting_transcriber,screen_reader,brightness_control
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- battery_checker: Reports current battery level and charging status.\n- presentation_builder: Creates presentation slides automatically.\n- permission_manager: R...
battery_checker
system
recursive_template
battery_checker,presentation_builder,permission_manager,ai_assistant,research_assistant,volume_control,budget_manager,cloud_sync_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- invoice_generator: Creates invoices and billing documents.\n- spotlight_search: Searches files, apps, and web via macOS Spotlight.\n- startup_manager: Manages s...
spotlight_search
files
recursive_template
invoice_generator,spotlight_search,startup_manager,trash_manager,terminal_executor,flashcard_creator,security_scanner,spreadsheet_editor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- autonomous_operator: Executes long-running autonomous workflows.\n- security_scanner: Scans for malware or suspicious activity.\n- api_tester: Sends and tests H...
note_taker
productivity
recursive_template
autonomous_operator,security_scanner,api_tester,siri_assistant,context_memory,note_taker,battery_checker,call_recorder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- volume_control: Adjusts system audio volume or mutes/unmutes.\n- dictation_manager: Starts or stops voice dictation.\n- quick_look: Previews a file with macOS Q...
quick_look
files
recursive_template
volume_control,dictation_manager,quick_look,teams_controller,screen_recorder,budget_manager,calendar_app,session_locker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- location_tracker: Reports or tracks device location.\n- game_mode: Optimizes system performance for gaming.\n- stage_manager: Manages Stage Manager layouts.\n- ...
quit_application
app_control
recursive_template
location_tracker,game_mode,stage_manager,quit_application,ssh_connector,app_switcher,window_manager,quick_look
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- video_editor: Cuts, merges, or edits video clips.\n- note_taker: Creates or edits notes in the Notes app.\n- app_store: Opens the App Store to browse or update ...
app_store
app_control
recursive_template
video_editor,note_taker,app_store,music_controller,knowledge_graph,terminal_executor,memory_cleaner,permission_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- knowledge_graph: Builds linked knowledge representations.\n- intent_router: Routes user intent to appropriate system tools.\n- dependency_manager: Manages Homeb...
dependency_manager
dev
recursive_template
knowledge_graph,intent_router,dependency_manager,secure_delete,biometric_auth,screenshot_tool,activity_monitor,game_mode
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- spreadsheet_editor: Creates or edits spreadsheet files.\n- app_store: Opens the App Store to browse or update apps.\n- dictation_manager: Starts or stops voice ...
dock_manager
system
recursive_template
spreadsheet_editor,app_store,dictation_manager,location_tracker,dock_manager,slack_manager,trash_manager,session_locker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- habit_tracker: Tracks habits and routines.\n- invoice_generator: Creates invoices and billing documents.\n- music_controller: Controls playback in Music or Spot...
music_controller
media
recursive_template
habit_tracker,invoice_generator,music_controller,browser_history,media_converter,audio_editor,notification_center,display_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- subtitle_generator: Generates subtitles from audio or video.\n- reminder_creator: Creates or manages Reminders.\n- ocr_scanner: Extracts text from images or sca...
reminder_creator
productivity
recursive_template
subtitle_generator,reminder_creator,ocr_scanner,cursor_controller,safari_browser,teams_controller,password_manager,vm_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- environment_manager: Manages shell environment variables.\n- slack_manager: Sends messages and manages Slack workspaces.\n- package_builder: Builds and packages...
screen_recorder
system
recursive_template
environment_manager,slack_manager,package_builder,clipboard_manager,meeting_scheduler,intent_router,screen_recorder,screen_streamer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- terminal_executor: Runs a shell command in Terminal or iTerm.\n- contact_manager: Creates and edits Contacts entries.\n- presentation_builder: Creates presentat...
volume_control
system
recursive_template
terminal_executor,contact_manager,presentation_builder,intent_router,volume_control,gesture_controller,window_manager,airdrop_receiver
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- folder_navigation: Navigates between folders and Finder locations.\n- budget_manager: Helps manage budgets and savings goals.\n- ci_cd_controller: Triggers or m...
time_machine
system
recursive_template
folder_navigation,budget_manager,ci_cd_controller,time_machine,voice_control,thermal_monitor,quiz_generator,package_builder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- task_planner: Breaks large tasks into actionable subtasks.\n- bluetooth_manager: Pairs, connects, or disconnects Bluetooth devices.\n- camera_controller: Contro...
desktop_manager
system
recursive_template
task_planner,bluetooth_manager,camera_controller,intent_router,speech_synthesizer,web_scraper,desktop_manager,automator_runner
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- posture_reminder: Encourages posture correction breaks.\n- media_converter: Converts media files between formats.\n- external_drive_manager: Mounts, ejects, and...
music_controller
media
recursive_template
posture_reminder,media_converter,external_drive_manager,translation_tool,music_controller,password_generator,intent_router,keyboard_shortcut
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- duplicate_cleaner: Finds and removes duplicate files.\n- keyboard_shortcut: Executes a macOS keyboard shortcut.\n- stream_overlay_manager: Controls overlays for...
keyboard_shortcut
system
recursive_template
duplicate_cleaner,keyboard_shortcut,stream_overlay_manager,vpn_controller,privacy_cleaner,media_converter,git_manager,podcast_player
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- keyboard_shortcut: Executes a macOS keyboard shortcut.\n- permission_manager: Reviews and edits app permissions.\n- app_switcher: Switches focus between open ap...
app_switcher
app_control
recursive_template
keyboard_shortcut,permission_manager,app_switcher,screen_streamer,intent_router,airdrop_receiver,internet_speed_test,fan_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- web_scraper: Extracts structured content from webpages.\n- messages_sender: Sends an iMessage or SMS via the Messages app.\n- translation_tool: Translates text ...
messages_sender
productivity
recursive_template
web_scraper,messages_sender,translation_tool,dock_manager,clipboard_manager,task_planner,calendar_app,focus_timer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- messages_sender: Sends an iMessage or SMS via the Messages app.\n- git_manager: Performs Git operations like commit, push, pull, and merge.\n- fan_controller: M...
activity_monitor
system
recursive_template
messages_sender,git_manager,fan_controller,zoom_controller,airdrop_sender,code_reviewer,update_manager,activity_monitor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- activity_monitor: Opens Activity Monitor to inspect CPU, RAM, or processes.\n- update_manager: Checks and installs system updates.\n- podcast_player: Opens or c...
activity_monitor
system
recursive_template
activity_monitor,update_manager,podcast_player,system_settings,kubernetes_manager,translation_tool,audio_editor,flight_tracker
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- firewall_manager: Manages macOS firewall settings.\n- quiz_generator: Builds quizzes from learning material.\n- applescript_runner: Executes AppleScript command...
airdrop_sender
files
recursive_template
firewall_manager,quiz_generator,applescript_runner,web_scraper,airdrop_sender,semantic_search,voice_changer,invoice_generator
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- do_not_disturb: Enables or disables Focus / Do Not Disturb mode.\n- cloud_sync_manager: Manages iCloud, Google Drive, Dropbox, and OneDrive sync.\n- terminal_ex...
terminal_executor
dev
recursive_template
do_not_disturb,cloud_sync_manager,terminal_executor,safari_browser,folder_navigation,pdf_manager,fullscreen_controller,facetime_caller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- maps_navigator: Searches maps and provides directions.\n- citation_generator: Generates academic citations.\n- quit_application: Quits or force-quits a running ...
quit_application
app_control
recursive_template
maps_navigator,citation_generator,quit_application,fps_monitor,code_reviewer,git_manager,mail_composer,smart_light_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- battery_checker: Reports current battery level and charging status.\n- iot_manager: Manages connected IoT devices.\n- citation_generator: Generates academic cit...
battery_checker
system
recursive_template
battery_checker,iot_manager,citation_generator,pdf_manager,predictive_assistant,call_recorder,calendar_app,fullscreen_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- tag_manager: Adds or removes Finder tags from files.\n- break_scheduler: Schedules screen and stretch breaks.\n- automator_runner: Runs Automator workflows and ...
open_application
app_control
recursive_template
tag_manager,break_scheduler,automator_runner,open_application,ai_assistant,battery_checker,secure_delete,browser_tab_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- slack_manager: Sends messages and manages Slack workspaces.\n- screen_recorder: Records the screen or a specific window.\n- duplicate_cleaner: Finds and removes...
screen_recorder
system
recursive_template
slack_manager,screen_recorder,duplicate_cleaner,screenshot_tool,document_summarizer,dependency_manager,spreadsheet_editor,dictation_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- predictive_assistant: Predicts next likely user actions.\n- app_switcher: Switches focus between open applications.\n- shortcut_executor: Executes Apple Shortcu...
time_machine
system
recursive_template
predictive_assistant,app_switcher,shortcut_executor,firewall_manager,break_scheduler,password_manager,time_machine,wallpaper_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- screen_recorder: Records the screen or a specific window.\n- privacy_cleaner: Clears browsing data and usage traces.\n- slack_manager: Sends messages and manage...
system_settings
system
recursive_template
screen_recorder,privacy_cleaner,slack_manager,volume_control,time_machine,system_settings,smart_tv_controller,podcast_player
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- clipboard_manager: Reads, writes, or clears the system clipboard.\n- knowledge_graph: Builds linked knowledge representations.\n- secure_delete: Permanently del...
clipboard_manager
system
recursive_template
clipboard_manager,knowledge_graph,secure_delete,wallpaper_manager,gif_creator,update_manager,display_manager,research_assistant
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- startup_manager: Manages startup applications.\n- weather_checker: Fetches weather forecasts.\n- battery_checker: Reports current battery level and charging sta...
battery_checker
system
recursive_template
startup_manager,weather_checker,battery_checker,podcast_player,log_viewer,media_converter,autonomous_operator,music_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- intent_router: Routes user intent to appropriate system tools.\n- firewall_manager: Manages macOS firewall settings.\n- permission_manager: Reviews and edits ap...
firewall_manager
security
recursive_template
intent_router,firewall_manager,permission_manager,external_drive_manager,hot_corners,weather_checker,app_store,knowledge_graph
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- trash_manager: Restores, empties, or manages Trash contents.\n- video_editor: Cuts, merges, or edits video clips.\n- terminal_executor: Runs a shell command in ...
safari_browser
app_control
recursive_template
trash_manager,video_editor,terminal_executor,safari_browser,shortcut_executor,discord_manager,expense_tracker,dictation_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- predictive_assistant: Predicts next likely user actions.\n- dns_manager: Changes DNS configuration settings.\n- iot_manager: Manages connected IoT devices.\n- l...
photos_viewer
media
recursive_template
predictive_assistant,dns_manager,iot_manager,log_viewer,photos_viewer,music_controller,api_tester,reminder_creator
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- meeting_scheduler: Schedules meetings across platforms.\n- voice_control: Controls macOS Voice Control features.\n- volume_control: Adjusts system audio volume ...
photos_viewer
media
recursive_template
meeting_scheduler,voice_control,volume_control,encryption_tool,ocr_scanner,duplicate_cleaner,fps_monitor,photos_viewer
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- maps_navigator: Searches maps and provides directions.\n- break_scheduler: Schedules screen and stretch breaks.\n- applescript_runner: Executes AppleScript comm...
safari_browser
app_control
recursive_template
maps_navigator,break_scheduler,applescript_runner,safari_browser,vm_controller,location_tracker,automator_runner,macro_recorder
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- iot_manager: Manages connected IoT devices.\n- process_manager: Starts, stops, or monitors system processes.\n- smart_light_controller: Controls connected smart...
messages_sender
productivity
recursive_template
iot_manager,process_manager,smart_light_controller,applescript_runner,memory_cleaner,workflow_builder,messages_sender,shortcut_executor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- mail_composer: Composes or sends an email via the Mail app.\n- encryption_tool: Encrypts or decrypts files and folders.\n- typing_assistant: Automates typing or...
mail_composer
productivity
recursive_template
mail_composer,encryption_tool,typing_assistant,context_memory,intent_router,app_switcher,messages_sender,environment_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- internet_speed_test: Measures upload, download, and latency speeds.\n- subtitle_generator: Generates subtitles from audio or video.\n- privacy_cleaner: Clears b...
app_store
app_control
recursive_template
internet_speed_test,subtitle_generator,privacy_cleaner,app_store,location_tracker,screen_streamer,trash_manager,mission_control
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- permission_manager: Reviews and edits app permissions.\n- time_machine: Starts a Time Machine backup or restores files.\n- homekit_controller: Controls HomeKit ...
time_machine
system
recursive_template
permission_manager,time_machine,homekit_controller,tag_manager,browser_history,terminal_executor,web_scraper,database_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- automator_runner: Runs Automator workflows and shortcuts.\n- pdf_manager: Merges, splits, annotates, or converts PDF files.\n- battery_checker: Reports current ...
terminal_executor
dev
recursive_template
automator_runner,pdf_manager,battery_checker,airdrop_receiver,disk_utility,biometric_auth,meeting_scheduler,terminal_executor
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- task_planner: Breaks large tasks into actionable subtasks.\n- shortcut_executor: Executes Apple Shortcuts automations.\n- process_manager: Starts, stops, or mon...
dependency_manager
dev
recursive_template
task_planner,shortcut_executor,process_manager,dictation_manager,code_generator,cursor_controller,reminder_creator,dependency_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- volume_control: Adjusts system audio volume or mutes/unmutes.\n- secure_delete: Permanently deletes files securely.\n- process_manager: Starts, stops, or monito...
volume_control
system
backtracking_confusion
volume_control,secure_delete,process_manager,stream_overlay_manager,port_manager,applescript_runner,spotlight_search
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- currency_converter: Converts currencies in real time.\n- archive_manager: Compresses or extracts ZIP, RAR, TAR, and 7z archives.\n- presentation_builder: Create...
wifi_manager
network
recursive_template
currency_converter,archive_manager,presentation_builder,budget_manager,cloud_sync_manager,note_taker,wifi_manager,pdf_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- dependency_manager: Manages Homebrew / pip / npm packages from the terminal.\n- memory_cleaner: Frees inactive RAM usage.\n- dictation_manager: Starts or stops ...
dependency_manager
dev
recursive_template
dependency_manager,memory_cleaner,dictation_manager,mail_composer,slack_manager,predictive_assistant,break_scheduler,budget_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- citation_generator: Generates academic citations.\n- activity_monitor: Opens Activity Monitor to inspect CPU, RAM, or processes.\n- posture_reminder: Encourages...
activity_monitor
system
recursive_template
citation_generator,activity_monitor,posture_reminder,image_editor,context_memory,habit_tracker,fan_controller,volume_control
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- controller_manager: Connects and configures game controllers.\n- maps_navigator: Searches maps and provides directions.\n- flashcard_creator: Creates study flas...
break_scheduler
health
recursive_template
controller_manager,maps_navigator,flashcard_creator,web_scraper,contact_manager,video_editor,display_manager,break_scheduler
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- task_planner: Breaks large tasks into actionable subtasks.\n- volume_control: Adjusts system audio volume or mutes/unmutes.\n- dictation_manager: Starts or stop...
reminder_creator
productivity
recursive_template
task_planner,volume_control,dictation_manager,reminder_creator,vpn_controller,activity_monitor,browser_history,power_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- internet_speed_test: Measures upload, download, and latency speeds.\n- window_manager: Moves, resizes, tiles, or arranges windows.\n- spotlight_search: Searches...
spotlight_search
files
recursive_template
internet_speed_test,window_manager,spotlight_search,smart_light_controller,mission_control,browser_history,web_scraper,display_manager
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- fps_monitor: Displays live FPS statistics.\n- reminder_creator: Creates or manages Reminders.\n- ai_assistant: Answers questions and performs AI-powered tasks.\...
music_controller
media
recursive_template
fps_monitor,reminder_creator,ai_assistant,desktop_manager,quick_look,battery_checker,discord_manager,music_controller
[{"role": "system", "content": "You are a macOS semantic router. Your ONLY job is to select the single best tool for the user's request.\n\nAvailable tools:\n- security_scanner: Scans for malware or suspicious activity.\n- window_manager: Moves, resizes, tiles, or arranges windows.\n- biometric_auth: Uses Touch ID or F...
music_controller
media
recursive_template
security_scanner,window_manager,biometric_auth,messages_sender,app_store,browser_tab_manager,update_manager,music_controller
End of preview. Expand in Data Studio

macOS Semantic Router Dataset

A high-quality synthetic routing dataset for fine-tuning small language models to select the correct macOS tool for a given user request.

Inspired by nuhmanpk/semantic-router-dataset, this version focuses entirely on macOS-native tasks — opening apps, controlling system settings, managing files, network, media, and more.

Dataset Structure

Column Description
conversations System prompt (router + tool list) → user request → correct tool
_correct_tool Ground-truth tool name
_category Task category (system, productivity, files, etc.)
_source recursive_template or backtracking_confusion
_pool Comma-separated list of tools shown in that prompt

Tools Covered (42 total)

open_application, quit_application, file_manager, spotlight_search, volume_control, brightness_control, do_not_disturb, screenshot_tool, wifi_manager, bluetooth_manager, vpn_controller, calendar_app, reminder_creator, note_taker, mail_composer, messages_sender, music_controller, terminal_executor, activity_monitor, system_settings, battery_checker, safari_browser, siri_assistant, and more.

Usage

from datasets import load_dataset
ds = load_dataset("nuhmanpk/macos-semantic-router-dataset")

Fine-tuning

Designed for use with Unsloth + SFTTrainer on small models like Gemma, Qwen, or LLaMA

Stats

  • 678 rows (618 recursive_template + 60 backtracking_confusion)
  • 42 tools across 8 categories
  • Pool size: 7–8 tools per prompt
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