{"id":2028,"date":"2026-07-18T06:44:39","date_gmt":"2026-07-18T13:44:39","guid":{"rendered":"http:\/\/macdaddy4sure.ai\/?p=2028"},"modified":"2026-07-18T06:44:39","modified_gmt":"2026-07-18T13:44:39","slug":"minecraft-plugin-operations-reference","status":"publish","type":"post","link":"http:\/\/macdaddy4sure.ai\/index.php\/2026\/07\/18\/minecraft-plugin-operations-reference\/","title":{"rendered":"Minecraft Plugin Operations Reference"},"content":{"rendered":"\n

This is the quick operator reference for the _AugmentedIntelligence Minecraft<\/p>\n\n\n\n

Spigot bridge. Use docs\/MinecraftPluginTrainingGuide.md for the full training<\/p>\n\n\n\n

curriculum and docs\/MinecraftIntegration.md for the broader RCON\/bridge<\/p>\n\n\n\n

integration notes.<\/p>\n\n\n\n

Lab Topology<\/h2>\n\n\n\n

Recommended current layout:<\/p>\n\n\n\n

[text]
<\/em>EARTH   10.0.0.151 = _AI host, Minecraft client, DQN, optional MathNN
JUPITER 10.0.0.153 = Minecraft\/Spigot server, AI bridge plugin
NEPTUNE            = optional always-on training or replay server later<\/p>\n\n\n\n

The usual flow is:<\/p>\n\n\n\n

[text]
<\/em>JUPITER plugin observes players and world state
JUPITER plugin sends observations\/events\/rewards to _AI on EARTH
_AI DQN or MathNN selects an action
EARTH client controller presses keys\/mouse, or the plugin executes a safe server action
JUPITER plugin records results, safety events, replay data, and metrics<\/p>\n\n\n\n

Runtime responsibility split:<\/p>\n\n\n\n

[text]
<\/em>Spigot plugin = server observations, safe server actions, arenas, goals, replay, chat delivery, lightweight telemetry
_AI native app = TCP bridge listener, DQN loop, MathNN\/RLAgentNet, client keyboard\/mouse control, LLM replies, RCON fallback<\/p>\n\n\n\n

Keep heavy learning and client input on _AI. Keep the plugin responsive and server-safe.<\/p>\n\n\n\n

Build And Deploy<\/h2>\n\n\n\n

Plugin source:<\/p>\n\n\n\n

[text]
<\/em>minecraft_spigot_plugin\/<\/p>\n\n\n\n

Build:<\/p>\n\n\n\n

[powershell]
<\/em>cd minecraft_spigot_plugin
gradle jar<\/p>\n\n\n\n

If Gradle is not on PATH:<\/p>\n\n\n\n

[powershell]
<\/em>.\\gradle\\bin\\gradle.bat jar<\/p>\n\n\n\n

Jar output:<\/p>\n\n\n\n

[text]
<\/em>minecraft_spigot_plugin\/build\/libs\/AugmentedIntelligenceSpigotBridge-2.0.0.jar<\/p>\n\n\n\n

The plugin metadata and Gradle artifact both use version 2.0.0.<\/p>\n\n\n\n

Copy the jar to:<\/p>\n\n\n\n

[text]
<\/em><minecraft-server>\/plugins\/<\/p>\n\n\n\n

Restart the Minecraft server after replacing the jar.<\/p>\n\n\n\n

Native _AI source:<\/p>\n\n\n\n

[text]
<\/em>_AugmentedIntelligence.vcxproj
MinecraftSpigotBridge.cpp
MinecraftDQN.cpp
MinecraftClientController.cpp<\/p>\n\n\n\n

Build the Visual Studio project after native changes. For a bridge-only compile check, use MSBuild’s selected-file target and adjust the Visual Studio path if needed:<\/p>\n\n\n\n

[powershell]
<\/em>& “C:\\Program Files\\Microsoft Visual Studio\\18\\Community\\MSBuild\\Current\\Bin\\MSBuild.exe” `
  _AugmentedIntelligence.vcxproj `
  \/p:Configuration=Debug `
  \/p:Platform=x64 `
  \/t:ClCompile `
  \/p:SelectedFiles=MinecraftSpigotBridge.cpp `
  \/p:CL_MPCount=1<\/p>\n\n\n\n

Required Config<\/h2>\n\n\n\n

On EARTH, start the native bridge inside _AI:<\/p>\n\n\n\n

[text]
<\/em>minecraft bridge configure 0.0.0.0 8765 YOUR_LONG_SHARED_TOKEN true
minecraft bridge start
minecraft bridge status<\/p>\n\n\n\n

On JUPITER, edit:<\/p>\n\n\n\n

[text]
<\/em>plugins\/AugmentedIntelligenceBridge\/config.yml<\/p>\n\n\n\n

Set:<\/p>\n\n\n\n

[yaml]
<\/em>bridge:
  host: “10.0.0.151”
  port: 8765
  token: “YOUR_LONG_SHARED_TOKEN”
  server-id: “jupiter-survival”
  reconnect-seconds: 5
  observation-period-ticks: 20
  send-all-players: true
  primary-player: “”<\/p>\n\n\n\n

Optional Minecraft plugin integrations:<\/p>\n\n\n\n

[yaml]
<\/em>plugin-integrations:
  enabled: true
  include-in-observations: true
  include-in-events: true
  observe-teleports: true
  observe-player-plugin-commands: false
  include-plugin-command-arguments: false<\/p>\n\n\n\n

The plugin detects common soft dependencies such as Vault, WorldGuard, WorldEdit, LuckPerms, Citizens, PlaceholderAPI, Essentials, CoreProtect, mcMMO, MythicMobs, GriefPrevention, Towny, Factions, Jobs, Quests, ProtocolLib, Multiverse-Core, DecentHolograms, Residence, BentoBox, PlotSquared, dynmap, and BlueMap. Detection adds stable fields to observations and events, but it does not call those plugin APIs or require them to be installed.<\/p>\n\n\n\n

For OBJ\/MTL model building, keep this disabled until you are intentionally<\/p>\n\n\n\n

placing a model:<\/p>\n\n\n\n

[yaml]
<\/em>model-build:
  allow-world-edit: false
  directory: “models”
  default-scale: 1.0
  max-scale: 16.0
  max-blocks: 25000
  max-dimension: 256
  blocks-per-tick: 500
  default-material: “stone”
  replace-existing: true<\/p>\n\n\n\n

Then run:<\/p>\n\n\n\n

[text]
<\/em>\/ai reload
\/ai connect
\/ai status<\/p>\n\n\n\n

Expected healthy status:<\/p>\n\n\n\n

[text]
<\/em>plugin: connected=true or connected=yes
_AI: spigot_bridge=listening connected=yes observations increasing<\/p>\n\n\n\n

Plugin integration smoke test:<\/p>\n\n\n\n

[text]
<\/em>\/ai integrations status
\/ai integrations scan
\/ai integrations list
\/ai integrations payload YourMinecraftName<\/p>\n\n\n\n

Expected result is either detected=0 on a plain server or a comma-separated plugin\/capability list when watched plugins are installed.<\/p>\n\n\n\n

Useful native status fields:<\/p>\n\n\n\n

[text]
<\/em>observations       plugin observation messages received by _AI
events             reward\/event messages received by _AI
actions_sent       safe action messages sent back to the plugin
chat_events        player\/plugin chat prompts received by _AI
chat_replies       LLM replies sent back to the plugin
chat_controls      native chat memory\/control messages received
chat_memory_players players with native chat history
last_error         most recent bridge, action, or chat error<\/p>\n\n\n\n

Firewall<\/h2>\n\n\n\n

On EARTH, allow only JUPITER to reach the bridge port:<\/p>\n\n\n\n

[powershell]
<\/em>Remove-NetFirewallRule -DisplayName “AI Spigot Bridge 8765 from JUPITER” -ErrorAction SilentlyContinue

New-NetFirewallRule `
  -DisplayName “AI Spigot Bridge 8765 from JUPITER” `
  -Direction Inbound `
  -Protocol TCP `
  -LocalPort 8765 `
  -RemoteAddress 10.0.0.153 `
  -Action Allow `
  -Profile Any<\/p>\n\n\n\n

From JUPITER:<\/p>\n\n\n\n

[powershell]
<\/em>Test-NetConnection 10.0.0.151 -Port 8765<\/p>\n\n\n\n

You want:<\/p>\n\n\n\n

[text]
<\/em>TcpTestSucceeded : True<\/p>\n\n\n\n

Plugin Permissions And Aliases<\/h2>\n\n\n\n

Commands:<\/p>\n\n\n\n

[text]
<\/em>\/ai
\/aibridge<\/p>\n\n\n\n

Permission:<\/p>\n\n\n\n

[text]
<\/em>augmentedintelligence.admin<\/p>\n\n\n\n

Default permission holder:<\/p>\n\n\n\n

[text]
<\/em>op<\/p>\n\n\n\n

Plugin Command Reference<\/h2>\n\n\n\n

Bridge and diagnostics:<\/p>\n\n\n\n

[text]
<\/em>\/ai help
\/ai status
\/ai connect
\/ai disconnect
\/ai reload
\/ai observe
\/ai monitor
\/ai debug [player]
\/ai explain [player]<\/p>\n\n\n\n

Manual action execution:<\/p>\n\n\n\n

[text]
<\/em>\/ai action <id> [player]
\/ai dryrun on
\/ai dryrun off
\/ai qvalues [player]<\/p>\n\n\n\n

Safety and movement:<\/p>\n\n\n\n

[text]
<\/em>\/ai safety
\/ai safety on
\/ai safety off
\/ai safety build-zone on
\/ai safety build-zone off
\/ai movement status
\/ai movement smooth on
\/ai movement smooth off
\/ai movement ticks <1-40>
\/ai movement speed <0.05-1.2><\/p>\n\n\n\n

Chat and coach:<\/p>\n\n\n\n

[text]
<\/em>\/ai coach on
\/ai coach off
\/ai coach status
\/ai coach explain [player]
\/ai chat status
\/ai chat on
\/ai chat off
\/ai chat listen on|off
\/ai chat listen-all on|off
\/ai chat listen-forward on|off
\/ai chat mode mention|listen|all
\/ai chat trigger <text>
\/ai chat mention <text>
\/ai chat require-mention on
\/ai chat require-mention off
\/ai chat scope <private|nearby|team|global>
\/ai chat cooldown <seconds>
\/ai chat global-cooldown <seconds>
\/ai chat proximity <blocks>
\/ai chat model <model-name>
\/ai chat system <profile>
\/ai chat ask <message>
\/ai chat reply <player|@a> <message>
\/ai chat transcript [player|global] [lines]
\/ai chat clear-memory [player]
\/ai chat mute <player-or-uuid>
\/ai chat unmute <player-or-uuid>
\/ai chat preference <player> <text>
\/ai chat metrics
\/ai remote <_AI typed command><\/p>\n\n\n\n

Admin remote command examples:<\/p>\n\n\n\n

[text]
<\/em>\/ai remote minecraft bridge status
\/ai remote minecraft dqn status
\/ai remote minecraft bridge chat say @a hello from _AI<\/p>\n\n\n\n

\/ai remote is for server operators only by default. It requires the Bukkit<\/p>\n\n\n\n

permission augmentedintelligence.admin, remote-commands.enabled: true, and<\/p>\n\n\n\n

remote-commands.require-op: true unless you change the plugin config.<\/p>\n\n\n\n

Plugin integration commands:<\/p>\n\n\n\n

[text]
<\/em>\/ai integrations status
\/ai integrations scan
\/ai integrations list
\/ai integrations payload [player]
\/ai integrations observe on
\/ai integrations observe off
\/ai integrations events on
\/ai integrations events off
\/ai integrations commands on
\/ai integrations commands off
\/ai integrations args on
\/ai integrations args off
\/ai integrations event <name> [detail]<\/p>\n\n\n\n

commands on observes metadata for allowlisted player plugin commands such as \/quests, \/jobs, \/town, \/f, \/npc, \/warp, \/home, \/tpa, \/mcmmo, \/claim, \/region, \/plot, and \/island. Arguments are omitted unless args on is enabled.<\/p>\n\n\n\n

Goals, quests, curriculum, and teaching:<\/p>\n\n\n\n

[text]
<\/em>\/ai goal list
\/ai goal set <profile> [player]
\/ai goal clear [player]
\/ai goal status [player]
\/ai goal suggest [player]
\/ai quest suggest [player]
\/ai quest start [player]
\/ai curriculum list
\/ai curriculum start [phase] [player]
\/ai curriculum next [player]
\/ai curriculum reset [player]
\/ai curriculum stop [player]
\/ai curriculum status [player]
\/ai teach start [player]
\/ai teach stop [player]
\/ai teach good [note] [player]
\/ai teach bad [note] [player]
\/ai teach try <hint> [player]<\/p>\n\n\n\n

Arenas, memory, follow, HUD, and replay:<\/p>\n\n\n\n

[text]
<\/em>\/ai arena create <name> [radius]
\/ai arena build <name> [flat|hallway|wall|steps|bridge|pit|obstacle|random]
\/ai arena start <name> [goal] [player]
\/ai arena reset [player]
\/ai arena stop [player]
\/ai arena status [player]
\/ai model list
\/ai model preview <name> [scale] [material]
\/ai model build <name> [scale] [material]
\/ai model status
\/ai model cancel
\/ai memory mark <name>
\/ai memory list
\/ai memory nearest
\/ai memory remove <name>
\/ai follow <target-player> [follower]
\/ai follow stop [follower]
\/ai follow status [follower]
\/ai hud on
\/ai hud off
\/ai hud status
\/ai replay start
\/ai replay stop
\/ai replay status
\/ai replay file<\/p>\n\n\n\n

Operator utilities:<\/p>\n\n\n\n

[text]
<\/em>\/ai kit miner [player]
\/ai kit builder [player]
\/ai kit survival [player]
\/ai kit torch [player]
\/ai kit clear [player]
\/ai path [player]
\/ai route <from-marker> <to-marker> [player]
\/ai mob spawn <zombie|skeleton|spider|creeper> [count] [player]<\/p>\n\n\n\n

OBJ\/MTL Model Building<\/h2>\n\n\n\n

The Spigot plugin can convert Wavefront .obj meshes and optional .mtl<\/p>\n\n\n\n

materials into Minecraft blocks. Files must stay inside the plugin model<\/p>\n\n\n\n

directory:<\/p>\n\n\n\n

[text]
<\/em>plugins\/AugmentedIntelligenceBridge\/models\/<\/p>\n\n\n\n

Example server-side files:<\/p>\n\n\n\n

[text]
<\/em>plugins\/AugmentedIntelligenceBridge\/models\/tower.obj
plugins\/AugmentedIntelligenceBridge\/models\/tower.mtl<\/p>\n\n\n\n

Recommended test sequence:<\/p>\n\n\n\n

[text]
<\/em>\/ai reload
\/ai model list
\/ai model preview tower 1.0<\/p>\n\n\n\n

Only after the preview block count and dimensions look reasonable:<\/p>\n\n\n\n

[text]
<\/em>\/ai model build tower 1.0
\/ai model status<\/p>\n\n\n\n

Use cancel if the build is not what you expected:<\/p>\n\n\n\n

[text]
<\/em>\/ai model cancel<\/p>\n\n\n\n

The build origin is the executing player’s current block. The model is centered<\/p>\n\n\n\n

on X\/Z and its lowest OBJ Y coordinate starts at the player’s Y level. .mtl<\/p>\n\n\n\n

Kd diffuse colors map to the closest concrete\/stone\/plank material. You can<\/p>\n\n\n\n

override all materials with a Bukkit block material:<\/p>\n\n\n\n

[text]
<\/em>\/ai model build tower 1.5 stone
\/ai model build tower 2.0 white_concrete<\/p>\n\n\n\n

This is an approximate surface voxelizer, not a CAD-grade solid fill. Simplify<\/p>\n\n\n\n

large meshes before importing, start at scale 1.0, and raise<\/p>\n\n\n\n

model-build.max-blocks only after testing on a private server.<\/p>\n\n\n\n

Metrics and plugin ML:<\/p>\n\n\n\n

[text]
<\/em>\/ai metrics status [player]
\/ai metrics actions [player]
\/ai metrics reward [player]
\/ai metrics recent [player]
\/ai metrics prometheus
\/ai metrics export
\/ai ml status [player]
\/ai ml systems
\/ai ml train replay
\/ai ml behavior [player]
\/ai ml bc [player]
\/ai ml reward [player]
\/ai ml stuck [player]
\/ai ml nav [player]
\/ai ml planner [player]
\/ai ml player [player]
\/ai ml roles
\/ai ml anomaly
\/ai ml grief [player]
\/ai ml coach [player]
\/ai ml death [player]
\/ai ml memory [player]
\/ai ml vision request [player]
\/ai ml mathnn [player]
\/ai ml quest [player]
\/ai ml council [player]
\/ai ml export<\/p>\n\n\n\n

Safe Action IDs<\/h2>\n\n\n\n

[text]
<\/em>0  observe
1  smooth_forward
2  smooth_back
3  smooth_strafe_left
4  smooth_strafe_right
5  jump
6  smooth_sprint_forward
7  turn_left
8  turn_right
9  break_target_block
10 place_target_block
11 client_hotbar_1
12 client_hotbar_2
13 client_hotbar_3
14 client_hotbar_4
15 client_hotbar_5
16 client_hotbar_6
17 client_hotbar_7
18 client_hotbar_8
19 client_hotbar_9
20 smooth_jump_forward
21 smooth_jump_sprint_forward
22 smooth_forward_left
23 smooth_forward_right
24 look_up
25 look_down
26 sneak
27 swim_up
28 swim_down
29 eat_food
30 select_best_tool
31 place_torch
32 equip_shield
33 use_item
34 open_close_door
35 look_at_nearest_hostile
36 look_at_nearest_item
37 look_at_nearest_player
38 pickup_nearest_item
39 craft_basic_tools
40 smelt_ore
41 sleep_at_night
42 return_safe_zone
43 return_arena_center
90 retreat
91 extinguish
92 return_to_base
93 coach_ping
94 clear_weather
95 set_day
96 save_world<\/p>\n\n\n\n

Notes:<\/p>\n\n\n\n

    \n
  • Actions 11 through 19 are client hotbar actions. They only matter when<\/li>\n<\/ul>\n\n\n\n

      _AI controls the Minecraft client.<\/p>\n\n\n\n

      \n
    • Action 92 requires safety.allow-return-to-memory: true.<\/li>\n\n\n\n
    • Actions 94 and 95 require safety.allow-weather: true and<\/li>\n<\/ul>\n\n\n\n

        safety.allow-time: true.<\/p>\n\n\n\n

        \n
      • Server actions are intentionally allowlisted. Raw RCON remains separate.<\/li>\n<\/ul>\n\n\n\n

        Native _AI Command Reference<\/h2>\n\n\n\n

        Bridge:<\/p>\n\n\n\n

        [text]
        <\/em>minecraft bridge status
        minecraft bridge configure <host> <port> <token> [autostart]
        minecraft bridge start [host] [port] [token]
        minecraft bridge stop
        minecraft bridge token <token>
        minecraft bridge action <action_id> [player]
        minecraft bridge remote status
        minecraft bridge remote on
        minecraft bridge remote off
        minecraft bridge remote max-length <characters>
        minecraft bridge chat status
        minecraft bridge chat on
        minecraft bridge chat off
        minecraft bridge chat cooldown <seconds>
        minecraft bridge chat model <model>
        minecraft bridge chat system <profile>
        minecraft bridge chat clear [player]
        minecraft bridge chat metrics
        minecraft bridge chat say <target> <message><\/p>\n\n\n\n

        DQN:<\/p>\n\n\n\n

        [text]
        <\/em>minecraft dqn status
        minecraft dqn player <selector-or-name>
        minecraft dqn observe
        minecraft dqn eval
        minecraft dqn train [interval_ms]
        minecraft dqn off
        minecraft dqn step
        minecraft dqn dry-run
        minecraft dqn qvalues
        minecraft dqn explain [top_n]
        minecraft dqn interval <milliseconds>
        minecraft dqn epsilon <0.0-1.0>
        minecraft dqn reward <value> [terminal]
        minecraft dqn save [path]
        minecraft dqn load [path]<\/p>\n\n\n\n

        Control mode and client controller:<\/p>\n\n\n\n

        [text]
        <\/em>minecraft dqn control server
        minecraft dqn control client
        minecraft dqn control both
        minecraft dqn wall-guard on|off|status
        minecraft dqn unstuck on|off|status
        minecraft dqn client status
        minecraft dqn client focus on|off
        minecraft dqn client foreground on|off
        minecraft dqn client hold <milliseconds>
        minecraft dqn client mine-hold <milliseconds>
        minecraft dqn client use-hold <milliseconds>
        minecraft dqn client mine
        minecraft dqn client place
        minecraft dqn client slot <1-9>
        minecraft dqn client look-up
        minecraft dqn client look-down
        minecraft dqn client action <id>
        minecraft dqn client release
        minecraft dqn client title <window-title-fragment><\/p>\n\n\n\n

        MathNN:<\/p>\n\n\n\n

        [text]
        <\/em>minecraft dqn net on
        minecraft dqn net off
        minecraft dqn net status
        minecraft dqn net save <path>
        minecraft dqn net load <path><\/p>\n\n\n\n

        RCON fallback:<\/p>\n\n\n\n

        [text]
        <\/em>minecraft status
        minecraft configure <host> <port> <password>
        minecraft test
        minecraft list
        minecraft seed
        minecraft rcon <raw server command>
        minecraft confirm <dangerous raw server command>
        minecraft script <path>
        minecraft script confirm <path><\/p>\n\n\n\n

        Important Config Switches<\/h2>\n\n\n\n

        Safety:<\/p>\n\n\n\n

        [yaml]
        <\/em>safety:
          enabled: true
          block-unsafe-ai-actions: true
          allow-teleport-nudges: true
          allow-effects: true
          allow-weather: false
          allow-time: false
          allow-save: true
          allow-return-to-memory: false
          restrict-build-to-arena: false<\/p>\n\n\n\n

        Actions:<\/p>\n\n\n\n

        [yaml]
        <\/em>actions:
          dry-run: false
          smooth-server-movement: true
          smooth-move-ticks: 8
          smooth-move-speed: 0.28
          sneak-ticks: 30<\/p>\n\n\n\n

        Chat:<\/p>\n\n\n\n

        [yaml]
        <\/em>chat:
          enabled: true
          require-mention: true
          listen-all: true          # record all chat into transcripts for LLM context
          listen-forward: true      # passive-forward overheard lines to _AI (no reply)
          trigger: “!ai”
          mention: “@ai”
          scope: “private”
          allow-broadcast: true
          cooldown-seconds: 3
          global-cooldown-seconds: 0
          proximity-radius: 32
          model-hint: “”
          system-profile: “survival_coach”
          allow-action-commands: true
          auto-checkin: false
          clickable-buttons: true
          actionbar: true
          transcript-lines: 50
          blocked-words: []
          muted-players: []
          allow-players: []<\/p>\n\n\n\n

        Chat modes:<\/p>\n\n\n\n

          \n
        • mention \u2014 only !ai \/ @ai is ingested or answered<\/li>\n\n\n\n
        • listen (default with listen-all) \u2014 read all chat<\/strong>, reply only on mention<\/li>\n\n\n\n
        • all \u2014 reply to every chat line (use cooldowns; can spam)<\/li>\n<\/ul>\n\n\n\n

          Arena:<\/p>\n\n\n\n

          [yaml]
          <\/em>arena:
            allow-world-edit: false
            max-radius: 32
            auto-reset-on-death: true
            leash-to-arena: true<\/p>\n\n\n\n

          Replay and ML:<\/p>\n\n\n\n

          [yaml]
          <\/em>replay:
            enabled: false
            directory: “replay”

          ml:
            enabled: true
            replay-train-max-files: 25
            replay-train-max-lines: 20000<\/p>\n\n\n\n

          Runtime Files<\/h2>\n\n\n\n

          Plugin data folder:<\/p>\n\n\n\n

          [text]
          <\/em>plugins\/AugmentedIntelligenceBridge\/<\/p>\n\n\n\n

          Important files:<\/p>\n\n\n\n

          [text]
          <\/em>config.yml
          memory.yml
          replay\/*.jsonl<\/p>\n\n\n\n

          Native _AI local config files:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft_spigot_bridge.local.txt
          minecraft_rcon_config.local.txt<\/p>\n\n\n\n

          DQN files are written under the configured gaming RL log directory. Common<\/p>\n\n\n\n

          files include:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft_dqn_checkpoint.txt
          minecraft_dqn_transitions.csv<\/p>\n\n\n\n

          Safe Startup Checklist<\/h2>\n\n\n\n

          In Minecraft:<\/p>\n\n\n\n

          [text]
          <\/em>\/ai status
          \/ai safety on
          \/ai coach on
          \/ai hud on
          \/ai replay start
          \/ai dryrun on
          \/ai observe
          \/ai chat status<\/p>\n\n\n\n

          In _AI:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft bridge status
          minecraft bridge chat metrics
          minecraft dqn player YourMinecraftName
          minecraft dqn control client
          minecraft dqn client focus on
          minecraft dqn client hold 900
          minecraft dqn client mine-hold 1800
          minecraft dqn client use-hold 350
          minecraft dqn wall-guard on
          minecraft dqn unstuck on
          minecraft dqn observe
          minecraft dqn dry-run<\/p>\n\n\n\n

          Quick end-to-end chat test:<\/p>\n\n\n\n

          [text]
          <\/em>!ai what should I do next?
          minecraft bridge chat metrics
          \/ai chat transcript YourMinecraftName 8<\/p>\n\n\n\n

          When dry-run and manual input tests are correct:<\/p>\n\n\n\n

          [text]
          <\/em>\/ai dryrun off
          minecraft dqn step<\/p>\n\n\n\n

          Use autonomous training only after single-step behavior is sane:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft dqn train 1000<\/p>\n\n\n\n

          Stop immediately:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft dqn off
          minecraft dqn client release<\/p>\n\n\n\n

          Troubleshooting<\/h2>\n\n\n\n

          Bridge not connected:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft bridge status
          \/ai status
          Test-NetConnection 10.0.0.151 -Port 8765<\/p>\n\n\n\n

          Common causes:<\/p>\n\n\n\n

          [text]
          <\/em>wrong bridge.host in config.yml
          token mismatch
          EARTH firewall blocking TCP 8765
          _AI bridge not started
          old plugin jar still loaded<\/p>\n\n\n\n

          DQN does not move:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft dqn status
          minecraft dqn client status
          \/ai dryrun off<\/p>\n\n\n\n

          Common causes:<\/p>\n\n\n\n

          [text]
          <\/em>mode is not train
          auto_train is stopped
          control mode is server instead of client
          Minecraft window is not foreground
          dry-run is enabled in plugin or _AI
          safety is blocking the action
          chosen action is observe\/no-op<\/p>\n\n\n\n

          Bot walks into walls:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft dqn off
          minecraft dqn observe
          minecraft dqn wall-guard status
          minecraft dqn wall-guard on
          \/ai path YourMinecraftName<\/p>\n\n\n\n

          Look for blocked={…} in _AI observation output. If blocked sensors are<\/p>\n\n\n\n

          missing, reinstall the latest plugin jar and reconnect the bridge.<\/p>\n\n\n\n

          Player dies during training:<\/p>\n\n\n\n

          [text]
          <\/em>minecraft dqn off
          minecraft dqn client release
          \/ai arena reset YourMinecraftName
          \/ai safety on
          minecraft dqn observe
          minecraft dqn dry-run<\/p>\n\n\n\n

          Then resume at the previous curriculum phase.<\/p>\n","protected":false},"excerpt":{"rendered":"

          This is the quick operator reference for the _AugmentedIntelligence Minecraft Spigot bridge. Use docs\/MinecraftPluginTrainingGuide.md for the full training curriculum and docs\/MinecraftIntegration.md for the broader RCON\/bridge integration notes. Lab Topology Recommended current layout: [text]EARTH   10.0.0.151 = _AI host, Minecraft client, DQN, optional MathNNJUPITER 10.0.0.153 = Minecraft\/Spigot server, AI bridge pluginNEPTUNE            = optional always-on training or replay […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2028","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/2028","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/comments?post=2028"}],"version-history":[{"count":1,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/2028\/revisions"}],"predecessor-version":[{"id":2029,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/2028\/revisions\/2029"}],"wp:attachment":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/media?parent=2028"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/categories?post=2028"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/tags?post=2028"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}