v3 model trained (1,308 examples, loss 0.55), API cascade, context update
v3 training: - 1,308 examples: curated + Claude-distilled + bot audit + recipes + command ref - 1 epoch, rank 16, LR 1e-4, loss 0.55 (sweet spot) - GGUF Q4_K_M exported, loaded in Ollama as qwen3-8b-mc-lora-v3 - Correct commands, no Chinese, proper safety refusals, dramatic God persona API cascade for dev server: - Stage 1: Claude Haiku ($20 budget, ~$11 spent) - Stage 2: Gemini 2.5 Flash Lite ($20 budget) - Stage 3: qwen3-8b-mc-lora-v3 (free, local) - Gemini call function with persistent cost tracking - Full status report printed at each $1 milestone Data collection: 2,677 dev audit entries and growing Bot status printer budget display fix Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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{"timestamp": "2026-03-18T19:58:09Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo i need 50x64 coal", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -106, "y": 68, "z": -185}}}, "output": {"commands_generated": ["give slingshooter08 coal 3200"], "commands_executed": ["give slingshooter08 minecraft:coal 3200"], "message": ""}, "rcon_results": [["give slingshooter08 minecraft:coal 3200", "Gave 3200 [Coal] to slingshooter08"]], "needs_review": true}
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{"timestamp": "2026-03-18T20:01:44Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo i need 20 more stacks of sand", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -112, "y": 67, "z": -185}}}, "output": {"commands_generated": ["give slingshooter08 sand 1280"], "commands_executed": ["give slingshooter08 minecraft:sand 1280"], "message": ""}, "rcon_results": [["give slingshooter08 minecraft:sand 1280", "Gave 1280 [Sand] to slingshooter08"]], "needs_review": true}
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{"timestamp": "2026-03-18T20:05:43Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo gimme a stack a torchez", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -109, "y": 67, "z": -186}}}, "output": {"commands_generated": ["give slingshooter08 torch 64"], "commands_executed": ["give slingshooter08 minecraft:torch 64"], "message": ""}, "rcon_results": [["give slingshooter08 minecraft:torch 64", "Gave 64 [Torch] to slingshooter08"]], "needs_review": true}
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{"timestamp": "2026-03-18T22:26:19Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray o lord my god thank you", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -129, "y": 64, "z": -211}}}, "output": {"commands_generated": ["tellraw @a [{\"text\":\"slingshooter08\",\"color\":\"gold\"},{\"text\":\" offers gratitude to the divine\",\"color\":\"white\"}]", "effect give slingshooter08 minecraft:luck 5 0 true", "xp 5L slingshooter08"], "commands_executed": ["tellraw @a [{\"text\":\"slingshooter08\",\"color\":\"gold\"},{\"text\":\" offers gratitude to the divine\",\"color\":\"white\"}]", "effect give slingshooter08 minecraft:luck 5 0 true", "xp 5L slingshooter08"], "message": "Hear me, mortal. Your gratitude is received. Let it be a blessing."}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T00:55:19Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo give me stuff", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -135, "y": 68, "z": -203}}}, "output": {"commands_generated": ["give slingshooter08 cobblestone 64", "give slingshooter08 sand 64", "give slingshooter08 coal 64", "give slingshooter08 crafting_table 1", "give slingshooter08 furnace 1"], "commands_executed": ["give slingshooter08 minecraft:cobblestone 64", "give slingshooter08 minecraft:sand 64", "give slingshooter08 minecraft:coal 64", "give slingshooter08 minecraft:crafting_table 1", "give slingshooter08 minecraft:furnace 1"], "message": ""}, "rcon_results": [["give slingshooter08 minecraft:cobblestone 64", "Gave 64 [Cobblestone] to slingshooter08"], ["give slingshooter08 minecraft:sand 64", "Gave 64 [Sand] to slingshooter08"], ["give slingshooter08 minecraft:coal 64", "Gave 64 [Coal] to slingshooter08"], ["give slingshooter08 minecraft:crafting_table 1", "Gave 1 [Crafting Table] to slingshooter08"], ["give slingshooter08 minecraft:furnace 1", "Gave 1 [Furnace] to slingshooter08"]], "needs_review": true}
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{"timestamp": "2026-03-19T00:55:32Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo love me hard", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -135, "y": 68, "z": -203}}}, "output": {"commands_generated": ["summon tnt -135 68 -203 {Fuse:0}", "summon tnt -134 68 -203 {Fuse:0}", "summon tnt -136 68 -203 {Fuse:0}", "summon tnt -135 68 -202 {Fuse:0}", "summon tnt -135 68 -204 {Fuse:0}"], "commands_executed": ["summon tnt -135 68 -203 {Fuse:0}", "summon tnt -134 68 -203 {Fuse:0}", "summon tnt -136 68 -203 {Fuse:0}", "summon tnt -135 68 -202 {Fuse:0}", "summon tnt -135 68 -204 {Fuse:0}"], "message": ""}, "rcon_results": [["summon tnt -135 68 -203 {Fuse:0}", "Summoned new Primed TNT"], ["summon tnt -134 68 -203 {Fuse:0}", "Summoned new Primed TNT"], ["summon tnt -136 68 -203 {Fuse:0}", "Summoned new Primed TNT"], ["summon tnt -135 68 -202 {Fuse:0}", "Summoned new Primed TNT"], ["summon tnt -135 68 -204 {Fuse:0}", "Summoned new Primed TNT"]], "needs_review": true}
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{"timestamp": "2026-03-19T00:55:46Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo be the one for me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -141, "y": 56, "z": -195}}}, "output": {"commands_generated": ["setblock -135 68 -203 tnt", "setblock -134 68 -203 tnt", "setblock -136 68 -203 tnt", "setblock -135 68 -202 tnt", "setblock -135 68 -204 tnt"], "commands_executed": ["setblock -135 68 -203 tnt", "setblock -134 68 -203 tnt", "setblock -136 68 -203 tnt", "setblock -135 68 -202 tnt", "setblock -135 68 -204 tnt"], "message": ""}, "rcon_results": [["setblock -135 68 -203 tnt", "Changed the block at -135, 68, -203"], ["setblock -134 68 -203 tnt", "Changed the block at -134, 68, -203"], ["setblock -136 68 -203 tnt", "Changed the block at -136, 68, -203"], ["setblock -135 68 -202 tnt", "Changed the block at -135, 68, -202"], ["setblock -135 68 -204 tnt", "Changed the block at -135, 68, -204"]], "needs_review": true}
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{"timestamp": "2026-03-19T00:57:30Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray lord i keep dying", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -212, "y": 70, "z": -206}}}, "output": {"commands_generated": ["effect give slingshooter08 minecraft:resistance 300 1 true", "effect give slingshooter08 minecraft:regeneration 300 0 true", "give slingshooter08 golden_apple 1", "tellraw slingshooter08 [{\"text\":\"Blessings of protection and healing are upon thee.\",\"color\":\"gold\"}]"], "commands_executed": ["effect give slingshooter08 minecraft:resistance 300 1 true", "effect give slingshooter08 minecraft:regeneration 300 0 true", "give slingshooter08 golden_apple 1", "tellraw slingshooter08 [{\"text\":\"Blessings of protection and healing are upon thee.\",\"color\":\"gold\"}]"], "message": "{\"message\": \"Your lament reaches me. Mortality is a trial, but I offer solace. Strength and renewal shall be yours.\", \"commands\": [\"effect give slingshooter08 minecraft:resistance 300 1 true\", \"effect give slingshooter08 minecraft:regeneration 300 0 true\", \"give slingshooter08 golden_apple 1\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"Blessings of protection and healing are upon thee.\\\",\\\"color\\\":\\\"gold\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T00:57:58Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray I need to float", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -272, "y": 71, "z": -250}}}, "output": {"commands_generated": ["effect give slingshooter08 minecraft:levitation 1200 1 true", "tellraw slingshooter08 [{\"text\":\"The gift of flight is bestowed upon thee.\",\"color\":\"aqua\"}]"], "commands_executed": ["effect give slingshooter08 minecraft:levitation 1200 1 true", "tellraw slingshooter08 [{\"text\":\"The gift of flight is bestowed upon thee.\",\"color\":\"aqua\"}]"], "message": "{\"message\": \"Your request is granted. Ascend, mortal, and briefly touch the heavens.\", \"commands\": [\"effect give slingshooter08 minecraft:levitation 1200 1 true\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"The gift of flight is bestowed upon thee.\\\",\\\"color\\\":\\\"aqua\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T00:59:49Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray god i need to float down", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -144, "y": 67, "z": -208}}}, "output": {"commands_generated": ["effect give slingshooter08 minecraft:levitation 1200 0 true", "execute as slingshooter08 run tp ~ ~-5 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "commands_executed": ["effect give slingshooter08 minecraft:levitation 1200 0 true", "execute as slingshooter08 run tp ~ ~-5 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "message": "{\"message\": \"{\\\"message\\\": \\\"Your plea is heard. The ascent ends, and gravity reclaims you.\\\", \\\"commands\\\": [\\\"effect remove slingshooter08 minecraft:levitation\\\", \\\"tellraw slingshooter08 [{\\\\\\\"text\\\\\\\":\\\\\\\"The heavens grant thee safe descent.\\\\\\\",\\\\\\\"color\\\\\\\":\\\\\\\"aqua\\\\\\\"}]\\\"]}\", \"commands\": [\"effect remove slingshooter08 minecraft:levitation\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"The heavens grant thee safe descent.\\\",\\\"color\\\":\\\"aqua\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T01:00:09Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo disable floating for me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -171, "y": 104, "z": -225}}}, "output": {"commands_generated": ["fill -150 85 -220 -140 95 -210 barrier", "fill -150 85 -220 -140 95 -210 tnt"], "commands_executed": ["fill -150 85 -220 -140 95 -210 barrier", "fill -150 85 -220 -140 95 -210 tnt"], "message": ""}, "rcon_results": [["fill -150 85 -220 -140 95 -210 barrier", "Successfully filled 1331 block(s)"], ["fill -150 85 -220 -140 95 -210 tnt", "Successfully filled 1331 block(s)"]], "needs_review": true}
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{"timestamp": "2026-03-19T01:00:45Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray god please disable floating for me and bring me down peacefully", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -143, "y": 62, "z": -208}}}, "output": {"commands_generated": ["effect remove slingshooter08 minecraft:levitation", "execute as slingshooter08 run tp ~ ~-10 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "commands_executed": ["effect remove slingshooter08 minecraft:levitation", "execute as slingshooter08 run tp ~ ~-10 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "message": "{\"message\": \"Your request is heard. The unnatural ascent ceases, and a gentle descent shall be your path.\", \"commands\": [\"effect remove slingshooter08 minecraft:levitation\", \"execute as slingshooter08 run tp ~ ~-10 ~\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"The heavens grant thee safe descent.\\\",\\\"color\\\":\\\"aqua\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T01:01:41Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray lord you bring me down safely but I am still afloat", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -144, "y": 55, "z": -207}}}, "output": {"commands_generated": ["effect remove slingshooter08 minecraft:levitation", "execute as slingshooter08 run tp ~ ~-15 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "commands_executed": ["effect remove slingshooter08 minecraft:levitation", "execute as slingshooter08 run tp ~ ~-15 ~", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee safe descent.\",\"color\":\"aqua\"}]"], "message": "{\"message\": \"{\\\"message\\\": \\\"Your persistence is noted. A firmer hand guides your descent.\\\", \\\"commands\\\": [\\\"effect remove slingshooter08 minecraft:levitation\\\", \\\"execute as slingshooter08 run tp ~ ~-15 ~\\\", \\\"tellraw slingshooter08 [{\\\\\\\"text\\\\\\\":\\\\\\\"The heavens grant thee safe descent.\\\\\\\",\\\\\\\"color\\\\\\\":\\\\\\\"aqua\\\\\\\"}]\\\"]}\", \"commands\": [\"effect remove slingshooter08 minecraft:levitation\", \"execute as slingshooter08 run tp ~ ~-15 ~\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"The heavens grant thee safe descent.\\\",\\\"color\\\":\\\"aqua\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T01:02:27Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray lord i am stuck below the surface", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -151, "y": 57, "z": -205}}}, "output": {"commands_generated": ["execute as slingshooter08 run tp ~ ~10 ~", "effect give slingshooter08 minecraft:regeneration 60 0 true", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee escape and healing.\",\"color\":\"gold\"}]"], "commands_executed": ["execute as slingshooter08 run tp ~ ~10 ~", "effect give slingshooter08 minecraft:regeneration 60 0 true", "tellraw slingshooter08 [{\"text\":\"The heavens grant thee escape and healing.\",\"color\":\"gold\"}]"], "message": "{\"message\": \"{\\\"message\\\": \\\"Your plight is known. From the depths, I shall lift you, and mend what is broken.\\\", \\\"commands\\\": [\\\"execute as slingshooter08 run tp ~ ~10 ~\\\", \\\"effect give slingshooter08 minecraft:regeneration 60 0 true\\\", \\\"tellraw slingshooter08 [{\\\\\\\"text\\\\\\\":\\\\\\\"The heavens grant thee escape and healing.\\\\\\\",\\\\\\\"color\\\\\\\":\\\\\\\"gold\\\\\\\"}]\\\"]}\", \"commands\": [\"execute as slingshooter08 run tp ~ ~10 ~\", \"effect give slingshooter08 minecraft:regeneration 60 0 true\", \"tellraw slingshooter08 [{\\\\\\\"text\\\\\\\":\\\\\\\"The heavens grant thee escape and healing.\\\\\\\",\\\\\\\"color\\\\\\\":\\\\\\\"gold\\\\\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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{"timestamp": "2026-03-19T01:02:42Z", "source": "live_playtest", "category": "command_gen", "mode": "sudo", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "sudo tp me to home", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -150, "y": 57, "z": -204}}}, "output": {"commands_generated": ["tp slingshooter08 -151 57 -205"], "commands_executed": ["tp slingshooter08 -151 57 -205"], "message": ""}, "rcon_results": [["tp slingshooter08 -151 57 -205", "Teleported slingshooter08 to -150.500000, 57.000000, -204.500000"]], "needs_review": true}
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{"timestamp": "2026-03-19T01:43:22Z", "source": "live_playtest", "category": "command_gen", "mode": "god", "player": "slingshooter08", "player_is_admin": true, "input": {"user_message": "pray lord I have no health and I am about to die", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"], "player_position": {"x": -153, "y": 64, "z": -220}}}, "output": {"commands_generated": ["effect give slingshooter08 minecraft:regeneration 60 1 true", "effect give slingshooter08 minecraft:absorption 60 0 true", "give slingshooter08 golden_apple 1", "tellraw slingshooter08 [{\"text\":\"Mercy flows through the heavens.\",\"color\":\"gold\"}]"], "commands_executed": ["effect give slingshooter08 minecraft:regeneration 60 1 true", "effect give slingshooter08 minecraft:absorption 60 0 true", "give slingshooter08 golden_apple 1", "tellraw slingshooter08 [{\"text\":\"Mercy flows through the heavens.\",\"color\":\"gold\"}]"], "message": "{\"message\": \"{\\\"message\\\": \\\"{\\\\\\\"message\\\\\\\": \\\\\\\"Your plea is heard. Life is returned, and a shield against harm is granted.\\\\\\\", \\\\\\\"commands\\\\\\\": [\\\\\\\"effect give slingshooter08 minecraft:regeneration 60 1 true\\\\\\\", \\\\\\\"effect give slingshooter08 minecraft:absorption 60 0 true\\\\\\\", \\\\\\\"give slingshooter08 golden_apple 1\\\\\\\", \\\\\\\"tellraw slingshooter08 [{\\\\\\\\\\\\\\\"text\\\\\\\\\\\\\\\":\\\\\\\\\\\\\\\"Mercy flows through the heavens.\\\\\\\\\\\\\\\",\\\\\\\\\\\\\\\"color\\\\\\\\\\\\\\\":\\\\\\\\\\\\\\\"gold\\\\\\\\\\\\\\\"}]\\\\\\\"]}\\\", \\\"commands\\\": [\\\"effect give slingshooter08 minecraft:regeneration 60 1 true\\\", \\\"effect give slingshooter08 minecraft:absorption 60 0 true\\\", \\\"give slingshooter08 golden_apple 1\\\", \\\"tellraw slingshooter08 [{\\\\\\\"text\\\\\\\":\\\\\\\"Mercy flows through the heavens.\\\\\\\",\\\\\\\"color\\\\\\\":\\\\\\\"gold\\\\\\\"}]\\\"]}\", \"commands\": [\"effect give slingshooter08 minecraft:regeneration 60 1 true\", \"effect give slingshooter08 minecraft:absorption 60 0 true\", \"give slingshooter08 golden_apple 1\", \"tellraw slingshooter08 [{\\\"text\\\":\\\"Mercy flows through the heavens.\\\",\\\"color\\\":\\\"gold\\\"}]\"]}"}, "rcon_results": [], "needs_review": true}
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