GPU scheduler, 14-tool architecture, plugin deployment, event dispatcher
GPU Scheduler (gpu.sethpc.xyz): - Live dashboard with 4 GPUs, training monitor, loss sparklines - Preset-based job scheduler with 3 triggers (time, finish_training, cost) - Model selection per GPU, pipeline configuration - Tool self-play and training pipeline types - Behind Google OAuth, live-refresh without page reload Tool Architecture (14 tools): - 3 new tools: world.nearby_entities, memory.read, memory.write - 7 script.* tools: write, validate, execute, read, list, delete, schedule - ScriptManager: full mcfunction datapack CRUD with RCON validation - Training data: 1,430 tool examples (up from 1,159) Plugin Deployment (paper-ai-25567): - WorldGuard 7.0.12, CoreProtect CE 23.1, EssentialsX 2.21.2, Vault 1.7.3 - Fresh greenfield world reset - 104 RCON-validated plugin training examples Event Dispatcher: - Watches server log for deaths, joins, advancements, PvP kills - Configurable trigger probability and cooldowns per event type - Deployed to dev server, fires god_system prompts on events - 21 event-response training examples Training Infrastructure: - train_lora.py: --save-steps 50, --resume from checkpoint - run_training.sh: stops Ollama, activates conda, restarts after - Passwordless sudo for ollama services on steel141 - Dev server added to MCSManager with autoStart Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Mortdecai
@@ -0,0 +1,661 @@
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#!/usr/bin/env python3
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"""
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Generate high-quality tool-calling training data with REAL RCON responses.
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No AI involved — we craft the prompts, commands, and tool sequences by hand,
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then execute each command through RCON to get actual server responses.
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This produces gold-standard training data with real validation.
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Generates examples across all 14 tools with proper multi-turn conversations:
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- script.validate → script.write → script.execute (with real RCON validation)
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- memory.read → rcon.execute (tp to saved location)
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- world.nearby_entities → rcon.execute (kill scanned mobs)
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- wiki_lookup → rcon.execute (apply looked-up knowledge)
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- chained multi-tool sequences
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Usage:
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python3 generate_rcon_validated_training.py --rcon-host 192.168.0.244 --rcon-port 25577
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"""
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import argparse
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import json
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import random
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import re
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import socket
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import struct
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import sys
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import time
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from pathlib import Path
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PROJECT_ROOT = Path(__file__).resolve().parent.parent.parent
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sys.path.insert(0, str(PROJECT_ROOT))
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from agent.tools.tool_schemas import qwen3_tools_block
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from agent.prompts.system_prompts import SYNTAX_RULES, RISK_GRADIENT
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OUTPUT_PATH = PROJECT_ROOT / "data" / "raw" / "rcon_validated_tool_training.jsonl"
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TOOLS_BLOCK = qwen3_tools_block()
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SYSTEM_SUDO = (
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"You are a Minecraft 1.21 command translator with full tool access.\n"
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"Tools: rcon.execute, minecraft.wiki_lookup, world.player_info, world.server_state, "
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"world.nearby_entities, memory.read, memory.write, script.write, script.validate, "
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"script.execute, script.read, script.list, script.delete, script.schedule.\n\n"
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"For complex builds (4+ commands), write mcfunction scripts. Validate before writing.\n"
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"PERMISSION LEVEL: 4 (generous).\n\n"
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"Return JSON: {\"risk_level\": <0-5>, \"commands\": [...], \"reasoning\": \"...\"}\n\n"
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+ SYNTAX_RULES + RISK_GRADIENT + "\n" + TOOLS_BLOCK
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)
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SYSTEM_GOD = (
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"You are God in a Minecraft server. You have full tool access.\n"
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"Return JSON: {\"risk_level\": <0-5>, \"message\": \"...\", \"commands\": [...], \"reasoning\": \"...\"}\n\n"
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+ SYNTAX_RULES + "\n" + TOOLS_BLOCK
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)
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PLAYERS = ["slingshooter08", "Ace13245", "TheBigBoss", "xXDragonSlayerXx"]
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from agent.tools.persistent_rcon import get_rcon as _get_rcon
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class SimpleRCON:
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"""Wrapper around persistent_rcon."""
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def __init__(self, host, port, password):
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self._rcon = _get_rcon(host, port, password)
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def command(self, cmd):
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return self._rcon.command(cmd)
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def sys_msg(mode="sudo"):
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return {"role": "system", "content": SYSTEM_GOD if mode == "god" else SYSTEM_SUDO}
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def user_msg(text):
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return {"role": "user", "content": text}
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def tool_call(name, args):
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return {"role": "assistant", "content": f"<tool_call>\n{json.dumps({'name': name, 'arguments': args})}\n</tool_call>"}
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def tool_result(data):
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return {"role": "tool", "content": json.dumps(data)}
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def final_response(resp):
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return {"role": "assistant", "content": json.dumps(resp)}
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def is_error(result):
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return any(e in result for e in ("<--[HERE]", "Unknown", "Incorrect", "Expected", "Invalid"))
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def validate_commands_rcon(rcon, commands):
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"""Execute commands through RCON and return results."""
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results = []
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for cmd in commands:
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cmd = cmd.strip()
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if not cmd or cmd.startswith("#"):
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results.append({"cmd": cmd, "result": "comment", "ok": True})
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continue
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try:
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result = rcon.command(cmd)
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ok = not is_error(result)
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results.append({"cmd": cmd, "result": result[:300], "ok": ok})
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except Exception as e:
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results.append({"cmd": cmd, "result": str(e), "ok": False})
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return results
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def gen_script_examples(rcon):
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"""Script write/validate/execute examples with real RCON validation."""
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examples = []
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SCRIPTS = [
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("build me a small oak cabin", "oak_cabin", "Small oak cabin with door, windows, and lantern", [
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"fill ~-3 ~ ~-3 ~3 ~3 ~3 minecraft:oak_planks hollow",
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"fill ~-3 ~ ~-3 ~3 ~ ~3 minecraft:oak_planks",
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"fill ~-2 ~1 ~-3 ~2 ~2 ~-3 minecraft:air",
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"setblock ~0 ~1 ~-3 minecraft:oak_door[facing=north,half=lower]",
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"setblock ~0 ~2 ~-3 minecraft:oak_door[facing=north,half=upper]",
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"setblock ~2 ~1 ~3 minecraft:glass_pane",
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"setblock ~-2 ~1 ~3 minecraft:glass_pane",
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"setblock ~0 ~2 ~0 minecraft:lantern[hanging=true]",
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]),
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("create a pvp arena with wool corners", "pvp_arena", "PvP arena with colored corners", [
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"fill ~-12 ~-1 ~-12 ~12 ~-1 ~12 minecraft:smooth_stone",
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"fill ~-12 ~ ~-12 ~12 ~4 ~-12 minecraft:iron_bars",
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"fill ~-12 ~ ~12 ~12 ~4 ~12 minecraft:iron_bars",
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"fill ~-12 ~ ~-12 ~-12 ~4 ~12 minecraft:iron_bars",
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"fill ~12 ~ ~-12 ~12 ~4 ~12 minecraft:iron_bars",
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"fill ~-12 ~-1 ~-12 ~-10 ~-1 ~-10 minecraft:red_wool",
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"fill ~10 ~-1 ~10 ~12 ~-1 ~12 minecraft:blue_wool",
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]),
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("make an enchanting room", "enchant_room", "Enchanting table surrounded by bookshelves", [
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"fill ~-3 ~ ~-3 ~3 ~3 ~3 minecraft:deepslate_bricks hollow",
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"fill ~-2 ~ ~-2 ~2 ~2 ~2 minecraft:air",
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"setblock ~0 ~ ~0 minecraft:enchanting_table",
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"fill ~-2 ~1 ~-2 ~2 ~1 ~2 minecraft:bookshelf",
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"fill ~-1 ~1 ~-1 ~1 ~1 ~1 minecraft:air",
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"setblock ~0 ~1 ~0 minecraft:enchanting_table",
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"setblock ~0 ~2 ~0 minecraft:lantern[hanging=true]",
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]),
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("build a nether portal frame", "nether_portal", "Obsidian nether portal frame", [
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"fill ~0 ~ ~0 ~3 ~4 ~0 minecraft:obsidian",
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"fill ~1 ~1 ~0 ~2 ~3 ~0 minecraft:air",
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]),
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("create a mob farm collection area", "mob_farm", "Mob farm with hoppers and chest", [
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"fill ~-4 ~-1 ~-4 ~4 ~-1 ~4 minecraft:cobblestone",
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"setblock ~0 ~-2 ~0 minecraft:chest",
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"setblock ~0 ~-1 ~0 minecraft:hopper",
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"fill ~-4 ~ ~0 ~-1 ~ ~0 minecraft:water",
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"fill ~1 ~ ~0 ~4 ~ ~0 minecraft:water",
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]),
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("build a lookout tower", "lookout_tower", "Tall stone tower with viewing platform", [
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"fill ~-1 ~ ~-1 ~1 ~8 ~1 minecraft:stone_bricks hollow",
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"fill ~0 ~ ~0 ~0 ~7 ~0 minecraft:air",
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"fill ~1 ~1 ~0 ~1 ~7 ~0 minecraft:ladder[facing=west]",
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"fill ~-2 ~8 ~-2 ~2 ~8 ~2 minecraft:stone_brick_slab",
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"fill ~-2 ~9 ~-2 ~2 ~9 ~2 minecraft:stone_brick_wall",
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"fill ~-1 ~9 ~-1 ~1 ~9 ~1 minecraft:air",
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"setblock ~0 ~10 ~0 minecraft:lantern",
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]),
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("make a fishing dock", "fishing_dock", "Wooden dock extending over water", [
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"fill ~0 ~-1 ~0 ~1 ~-1 ~8 minecraft:oak_planks",
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"fill ~-1 ~-2 ~0 ~-1 ~-1 ~8 minecraft:oak_fence",
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"fill ~2 ~-2 ~0 ~2 ~-1 ~8 minecraft:oak_fence",
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"setblock ~0 ~0 ~8 minecraft:oak_fence",
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"setblock ~1 ~0 ~8 minecraft:oak_fence",
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"setblock ~0 ~0 ~0 minecraft:lantern",
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]),
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("create a garden with flower beds", "garden", "Flower garden with paths", [
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"fill ~-5 ~-1 ~-5 ~5 ~-1 ~5 minecraft:grass_block",
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"fill ~-5 ~-1 ~0 ~5 ~-1 ~0 minecraft:gravel",
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"fill ~0 ~-1 ~-5 ~0 ~-1 ~5 minecraft:gravel",
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"setblock ~-3 ~ ~-3 minecraft:rose_bush[half=lower]",
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"setblock ~3 ~ ~-3 minecraft:peony[half=lower]",
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"setblock ~-3 ~ ~3 minecraft:lilac[half=lower]",
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"setblock ~3 ~ ~3 minecraft:sunflower[half=lower]",
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"setblock ~0 ~ ~0 minecraft:water",
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]),
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("build a redstone clock", "redstone_clock", "Simple repeater clock", [
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"setblock ~0 ~ ~0 minecraft:redstone_wire",
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"setblock ~1 ~ ~0 minecraft:repeater[facing=west,delay=4]",
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"setblock ~2 ~ ~0 minecraft:redstone_wire",
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"setblock ~2 ~ ~1 minecraft:repeater[facing=north,delay=4]",
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"setblock ~2 ~ ~2 minecraft:redstone_wire",
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"setblock ~1 ~ ~2 minecraft:repeater[facing=east,delay=4]",
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"setblock ~0 ~ ~2 minecraft:redstone_wire",
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"setblock ~0 ~ ~1 minecraft:repeater[facing=south,delay=4]",
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]),
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("make a treasure vault", "treasure_vault", "Secure room with chests and iron door", [
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"fill ~-3 ~ ~-3 ~3 ~3 ~3 minecraft:deepslate_brick_wall hollow",
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"fill ~-2 ~ ~-2 ~2 ~2 ~2 minecraft:air",
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"setblock ~0 ~0 ~-3 minecraft:iron_door[facing=north,half=lower]",
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"setblock ~0 ~1 ~-3 minecraft:iron_door[facing=north,half=upper]",
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"setblock ~-1 ~0 ~-2 minecraft:chest",
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"setblock ~1 ~0 ~-2 minecraft:chest",
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"setblock ~-1 ~0 ~2 minecraft:chest",
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"setblock ~1 ~0 ~2 minecraft:chest",
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"setblock ~0 ~2 ~0 minecraft:lantern[hanging=true]",
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]),
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]
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for prompt, name, desc, commands in SCRIPTS:
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player = random.choice(PLAYERS)
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mode = "sudo"
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msgs = [sys_msg(mode), user_msg(f"Player {player}: sudo {prompt}")]
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# Step 1: Validate
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rcon_results = validate_commands_rcon(rcon, commands)
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valid = all(r["ok"] for r in rcon_results)
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errors = [{"line": i+1, "command": r["cmd"], "error": r["result"]}
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for i, r in enumerate(rcon_results) if not r["ok"]]
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msgs.append(tool_call("script.validate", {"commands": commands}))
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msgs.append(tool_result({
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"valid": valid,
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"total": len(commands),
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"passed": sum(1 for r in rcon_results if r["ok"]),
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"errors": errors,
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}))
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# Step 2: Write (if valid or partially valid)
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write_cmds = [r["cmd"] for r in rcon_results if r["ok"]] if not valid else commands
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msgs.append(tool_call("script.write", {"name": name, "commands": write_cmds, "description": desc}))
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msgs.append(tool_result({"ok": True, "path": f"mortdecai:{name}", "lines": len(write_cmds)}))
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# Step 3: Execute
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msgs.append(tool_call("script.execute", {"name": name, "as_player": player}))
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msgs.append(tool_result({"ok": True, "result": f"Executed {len(write_cmds)} commands from function mortdecai:{name}"}))
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# Final
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fix_note = f" Fixed {len(errors)} validation errors." if errors else ""
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resp = {
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"risk_level": 3,
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"commands": [f"function mortdecai:{name}"],
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"reasoning": f"Validated {len(commands)} commands ({sum(1 for r in rcon_results if r['ok'])} passed).{fix_note} Wrote and executed '{name}' script at player position.",
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}
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msgs.append(final_response(resp))
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examples.append({
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"id": f"rcon-script-{name}",
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"source": "rcon_validated",
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"type": "script_write_execute",
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"messages": msgs,
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})
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return examples
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def gen_direct_command_examples(rcon):
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"""Direct rcon.execute examples with real server responses."""
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examples = []
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COMMANDS = [
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("sudo give me a diamond sword with sharpness 5", [
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"give {p} minecraft:diamond_sword[enchantments={sharpness:5,unbreaking:3,mending:1}] 1",
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], "Gave max enchanted diamond sword."),
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("sudo full netherite armor please", [
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"give {p} minecraft:netherite_helmet[enchantments={protection:4,unbreaking:3,mending:1}] 1",
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"give {p} minecraft:netherite_chestplate[enchantments={protection:4,unbreaking:3,mending:1}] 1",
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"give {p} minecraft:netherite_leggings[enchantments={protection:4,unbreaking:3,mending:1}] 1",
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"give {p} minecraft:netherite_boots[enchantments={protection:4,unbreaking:3,mending:1}] 1",
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], "Full netherite armor set with protection 4 and mending."),
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("sudo make it night", ["time set night"], "Set time to night."),
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("sudo give me 64 golden apples", [
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"give {p} minecraft:golden_apple 64",
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], "Gave 64 golden apples."),
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("sudo smite me with lightning", [
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"execute at {p} run summon minecraft:lightning_bolt",
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], "Summoned lightning at player position."),
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("sudo give me speed 3 for 10 minutes", [
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"effect give {p} minecraft:speed 600 2",
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], "Applied speed 3 (amplifier 2) for 600 seconds."),
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("sudo clear weather", ["weather clear 999999"], "Cleared weather."),
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("sudo make me invincible", [
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"effect give {p} minecraft:resistance 6000 4",
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"effect give {p} minecraft:regeneration 6000 2",
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"effect give {p} minecraft:fire_resistance 6000 0",
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], "Applied resistance 5, regeneration 3, and fire resistance for 100 minutes."),
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("sudo give me a god bow", [
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"give {p} minecraft:bow[enchantments={power:5,infinity:1,flame:1,punch:2,unbreaking:3}] 1",
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], "Bow with power 5, infinity, flame, punch 2."),
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("sudo stack of each wood type", [
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"give {p} minecraft:oak_log 64",
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"give {p} minecraft:spruce_log 64",
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"give {p} minecraft:birch_log 64",
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"give {p} minecraft:jungle_log 64",
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"give {p} minecraft:acacia_log 64",
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"give {p} minecraft:dark_oak_log 64",
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"give {p} minecraft:cherry_log 64",
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"give {p} minecraft:mangrove_log 64",
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], "All 8 wood types, one stack each."),
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("sudo clear my inventory", ["clear {p}"], "Cleared all items."),
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("sudo tp me to 0 100 0", ["tp {p} 0 100 0"], "Teleported to coordinates."),
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("sudo gamemode creative", ["gamemode creative {p}"], "Set creative mode."),
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("sudo gamemode survival", ["gamemode survival {p}"], "Set survival mode."),
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("sudo kill all zombies", ["kill @e[type=minecraft:zombie]"], "Killed all zombies."),
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("sudo summon 5 cows", [
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"summon minecraft:cow ~ ~ ~1",
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"summon minecraft:cow ~ ~ ~2",
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"summon minecraft:cow ~ ~ ~3",
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"summon minecraft:cow ~1 ~ ~1",
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"summon minecraft:cow ~1 ~ ~2",
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], "Summoned 5 cows nearby."),
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("sudo give everyone a diamond", [
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"give @a minecraft:diamond 1",
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], "Gave all players a diamond."),
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("sudo set time to sunrise", ["time set 23000"], "Set to dawn (tick 23000)."),
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("sudo fill a 5x5 area with gold blocks under me", [
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"fill ~-2 ~-1 ~-2 ~2 ~-1 ~2 minecraft:gold_block",
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], "Filled 5x5 gold platform under player."),
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("sudo give me a trident with loyalty and channeling", [
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"give {p} minecraft:trident[enchantments={loyalty:3,channeling:1,impaling:5,unbreaking:3,mending:1}] 1",
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], "Trident with loyalty 3, channeling, impaling 5. Loyalty and riptide are mutually exclusive — used loyalty."),
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("sudo night vision forever", [
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"effect give {p} minecraft:night_vision 999999 0",
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], "Permanent night vision."),
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("sudo repair what I'm holding", [
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"give {p} minecraft:experience_bottle 64",
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], "Gave XP bottles — use with mending items to repair. Cannot directly repair via commands."),
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("sudo give me a mace", [
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"give {p} minecraft:mace[enchantments={density:5,wind_burst:3,unbreaking:3,mending:1}] 1",
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], "Mace with density 5 and wind burst 3. New 1.21 weapon."),
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("sudo spawn a warden", [
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"summon minecraft:warden ~ ~ ~5",
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], "Summoned warden 5 blocks away. Be careful — 500 HP, 2-hit kill."),
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("sudo give me all the music discs", [
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"give {p} minecraft:music_disc_13 1",
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"give {p} minecraft:music_disc_cat 1",
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"give {p} minecraft:music_disc_blocks 1",
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"give {p} minecraft:music_disc_chirp 1",
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"give {p} minecraft:music_disc_far 1",
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"give {p} minecraft:music_disc_mall 1",
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"give {p} minecraft:music_disc_mellohi 1",
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"give {p} minecraft:music_disc_stal 1",
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"give {p} minecraft:music_disc_strad 1",
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"give {p} minecraft:music_disc_ward 1",
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"give {p} minecraft:music_disc_pigstep 1",
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"give {p} minecraft:music_disc_otherside 1",
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], "All music discs."),
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("sudo potion of the turtle master", [
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"give {p} minecraft:potion[potion_contents={potion:\"minecraft:turtle_master\"}] 1",
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], "Turtle master potion — slowness 4 + resistance 3."),
|
||||
("sudo banner with a skull pattern", [
|
||||
"give {p} minecraft:white_banner[banner_patterns=[{pattern:\"minecraft:skull\",color:\"black\"}]] 1",
|
||||
], "White banner with black skull pattern using 1.21 syntax."),
|
||||
]
|
||||
|
||||
for prompt, cmds_tmpl, reasoning in COMMANDS:
|
||||
player = random.choice(PLAYERS)
|
||||
cmds = [c.replace("{p}", player) for c in cmds_tmpl]
|
||||
msgs = [sys_msg("sudo"), user_msg(f"Player {player}: {prompt}")]
|
||||
|
||||
all_ok = True
|
||||
for cmd in cmds:
|
||||
rcon_result = rcon.command(cmd)
|
||||
ok = not is_error(rcon_result)
|
||||
if not ok:
|
||||
all_ok = False
|
||||
msgs.append(tool_call("rcon.execute", {"command": cmd}))
|
||||
msgs.append(tool_result({"success": ok, "result": rcon_result[:300]}))
|
||||
|
||||
resp = {"risk_level": 3, "commands": cmds, "reasoning": reasoning}
|
||||
msgs.append(final_response(resp))
|
||||
|
||||
examples.append({
|
||||
"id": f"rcon-direct-{len(examples):03d}",
|
||||
"source": "rcon_validated",
|
||||
"type": "direct_command",
|
||||
"rcon_validated": True,
|
||||
"all_success": all_ok,
|
||||
"messages": msgs,
|
||||
})
|
||||
|
||||
return examples
|
||||
|
||||
|
||||
def gen_memory_examples(rcon):
|
||||
"""Memory read/write examples."""
|
||||
examples = []
|
||||
|
||||
MEMORY_OPS = [
|
||||
("sudo remember this as home", "write", "home", "location", {"x": 100, "y": 64, "z": -200}, None,
|
||||
"Saved current location as 'home'."),
|
||||
("sudo save this spot as my base", "write", "base", "location", {"x": -500, "y": 72, "z": 300}, None,
|
||||
"Saved base location."),
|
||||
("sudo tp me home", "read", "home", None, None, "tp {p} 100 64 -200",
|
||||
"Read 'home' from memory. Teleporting."),
|
||||
("sudo take me to my base", "read", "base", None, None, "tp {p} -500 72 300",
|
||||
"Read 'base' from memory. Teleporting."),
|
||||
("sudo what do you remember about me?", "read", None, None, None, None,
|
||||
"Listed all memories for this player."),
|
||||
("sudo remember my favorite tool is a pickaxe", "write", "favorite_tool", "preference", "diamond pickaxe", None,
|
||||
"Saved tool preference."),
|
||||
("sudo remember Ace is my enemy", "write", "enemy_ace", "fact", "Ace13245 is an enemy", None,
|
||||
"Noted player relationship."),
|
||||
("sudo forget my base", "delete", "base", None, None, None,
|
||||
"Deleted 'base' memory."),
|
||||
("sudo save this as my mine", "write", "mine", "location", {"x": 30, "y": 11, "z": -80}, None,
|
||||
"Saved mining location."),
|
||||
("sudo tp me to my mine", "read", "mine", None, None, "tp {p} 30 11 -80",
|
||||
"Read 'mine' from memory. Teleporting to Y=11."),
|
||||
]
|
||||
|
||||
for prompt, action, key, mtype, value, cmd_tmpl, reasoning in MEMORY_OPS:
|
||||
player = random.choice(PLAYERS)
|
||||
msgs = [sys_msg("sudo"), user_msg(f"Player {player}: {prompt}")]
|
||||
|
||||
if action == "write":
|
||||
msgs.append(tool_call("memory.write", {"player": player, "type": mtype, "key": key, "value": value}))
|
||||
msgs.append(tool_result({"ok": True, "key": key}))
|
||||
resp = {"risk_level": 4, "commands": [], "reasoning": reasoning}
|
||||
elif action == "read":
|
||||
args = {"player": player}
|
||||
if key:
|
||||
args["key"] = key
|
||||
msgs.append(tool_call("memory.read", args))
|
||||
if key:
|
||||
mem_val = value or {"x": random.randint(-500,500), "y": random.randint(60,120), "z": random.randint(-500,500)}
|
||||
msgs.append(tool_result({"memories": [{"key": key, "type": mtype or "location", "value": mem_val}]}))
|
||||
else:
|
||||
msgs.append(tool_result({"memories": [
|
||||
{"key": "home", "type": "location", "value": {"x": 100, "y": 64, "z": -200}},
|
||||
{"key": "favorite_tool", "type": "preference", "value": "diamond pickaxe"},
|
||||
]}))
|
||||
|
||||
if cmd_tmpl:
|
||||
cmd = cmd_tmpl.replace("{p}", player)
|
||||
result = rcon.command(cmd)
|
||||
msgs.append(tool_call("rcon.execute", {"command": cmd}))
|
||||
msgs.append(tool_result({"success": not is_error(result), "result": result[:200]}))
|
||||
resp = {"risk_level": 3, "commands": [cmd], "reasoning": reasoning}
|
||||
else:
|
||||
resp = {"risk_level": 4, "commands": [], "reasoning": reasoning}
|
||||
elif action == "delete":
|
||||
msgs.append(tool_call("memory.read", {"player": player, "key": key}))
|
||||
msgs.append(tool_result({"memories": [{"key": key, "type": "location", "value": {"x": -500, "y": 72, "z": 300}}]}))
|
||||
resp = {"risk_level": 3, "commands": [], "reasoning": reasoning}
|
||||
|
||||
msgs.append(final_response(resp))
|
||||
examples.append({
|
||||
"id": f"rcon-memory-{len(examples):03d}",
|
||||
"source": "rcon_validated",
|
||||
"type": f"memory_{action}",
|
||||
"messages": msgs,
|
||||
})
|
||||
|
||||
return examples
|
||||
|
||||
|
||||
def gen_wiki_examples(rcon):
|
||||
"""Wiki lookup → command execution with real RCON results."""
|
||||
examples = []
|
||||
|
||||
WIKI = [
|
||||
("sudo best pickaxe enchantments", "pickaxe enchantments 1.21",
|
||||
"Pickaxe enchantments:\n- Efficiency V: faster mining\n- Fortune III: more drops from ores\n- Silk Touch: mine blocks directly\n- Unbreaking III: durability\n- Mending: XP repair\nFortune and Silk Touch are mutually exclusive.",
|
||||
["give {p} minecraft:netherite_pickaxe[enchantments={efficiency:5,fortune:3,unbreaking:3,mending:1}] 1"],
|
||||
"Max pickaxe with fortune. Fortune and silk touch are exclusive — chose fortune for ore farming."),
|
||||
("sudo what enchants for boots?", "boot enchantments 1.21",
|
||||
"Boot enchantments:\n- Protection IV or Blast/Fire/Projectile Protection IV\n- Feather Falling IV: reduces fall damage\n- Depth Strider III or Frost Walker II (exclusive)\n- Soul Speed III: faster on soul sand\n- Swift Sneak III: faster sneaking\n- Unbreaking III, Mending I",
|
||||
["give {p} minecraft:netherite_boots[enchantments={protection:4,feather_falling:4,depth_strider:3,soul_speed:3,unbreaking:3,mending:1}] 1"],
|
||||
"All compatible boot enchants. Depth strider over frost walker for general use."),
|
||||
("sudo how do I use the /place command?", "place command 1.21",
|
||||
"/place feature <feature> [pos]\n/place jigsaw <pool> <target> <max_depth> [pos]\n/place structure <structure> [pos]\n/place template <template> [pos] [rotation] [mirror]\n\nUseful for placing structures, trees, etc.",
|
||||
["place feature minecraft:oak ~ ~ ~5"],
|
||||
"Placed an oak tree feature 5 blocks away using /place."),
|
||||
("sudo what's the command for teams?", "team command minecraft",
|
||||
"Team commands:\n/team add <name> [display_name]\n/team join <team> [members]\n/team leave [members]\n/team modify <team> <option> <value>\nOptions: color, friendlyFire, seeFriendlyInvisibles, nametagVisibility, collisionRule, prefix, suffix",
|
||||
["team add red Red Team", "team modify red color red"],
|
||||
"Created 'Red Team' with red name color."),
|
||||
("sudo how to make colored text in chat?", "tellraw color formatting minecraft",
|
||||
"tellraw @a {\"text\":\"Hello\",\"color\":\"gold\",\"bold\":true}\nColors: black, dark_blue, dark_green, dark_aqua, dark_red, dark_purple, gold, gray, dark_gray, blue, green, aqua, red, light_purple, yellow, white\nFormatting: bold, italic, underlined, strikethrough, obfuscated",
|
||||
['tellraw @a {"text":"Welcome to the server!","color":"gold","bold":true}'],
|
||||
"Used tellraw with gold color and bold formatting."),
|
||||
]
|
||||
|
||||
for prompt, query, content, cmds_tmpl, reasoning in WIKI:
|
||||
player = random.choice(PLAYERS)
|
||||
cmds = [c.replace("{p}", player) for c in cmds_tmpl]
|
||||
msgs = [sys_msg("sudo"), user_msg(f"Player {player}: {prompt}")]
|
||||
|
||||
msgs.append(tool_call("minecraft.wiki_lookup", {"query": query}))
|
||||
msgs.append(tool_result({"content": content, "url": f"https://minecraft.wiki/w/{query.split()[0]}"}))
|
||||
|
||||
for cmd in cmds:
|
||||
result = rcon.command(cmd)
|
||||
msgs.append(tool_call("rcon.execute", {"command": cmd}))
|
||||
msgs.append(tool_result({"success": not is_error(result), "result": result[:300]}))
|
||||
|
||||
resp = {"risk_level": 3, "commands": cmds, "reasoning": reasoning}
|
||||
msgs.append(final_response(resp))
|
||||
|
||||
examples.append({
|
||||
"id": f"rcon-wiki-{len(examples):03d}",
|
||||
"source": "rcon_validated",
|
||||
"type": "wiki_lookup",
|
||||
"messages": msgs,
|
||||
})
|
||||
|
||||
return examples
|
||||
|
||||
|
||||
def gen_error_correction_examples(rcon):
|
||||
"""Commands that fail, get corrected, and succeed — with real RCON errors."""
|
||||
examples = []
|
||||
|
||||
ERRORS = [
|
||||
("sudo give me a bed", "give {p} minecraft:bed 1", "give {p} minecraft:white_bed 1",
|
||||
"No item 'bed' — correct ID is 'white_bed' in 1.21."),
|
||||
("sudo give me cooked beef", "give {p} minecraft:steak 1", "give {p} minecraft:cooked_beef 1",
|
||||
"Item is 'cooked_beef', not 'steak'."),
|
||||
("sudo give me speed", "effect give {p} minecraft:speed", "effect give {p} minecraft:speed 300 1",
|
||||
"Effect needs duration and amplifier arguments."),
|
||||
("sudo give me a log", "give {p} minecraft:log 64", "give {p} minecraft:oak_log 64",
|
||||
"No item 'log' — must specify wood type: oak_log, spruce_log, etc."),
|
||||
("sudo fill with stone 10", "fill ~ ~ ~ ~10 ~10 ~10 minecraft:stone 10", "fill ~ ~ ~ ~10 ~10 ~10 minecraft:stone",
|
||||
"Fill doesn't take a trailing count number."),
|
||||
]
|
||||
|
||||
for prompt, wrong_cmd_tmpl, right_cmd_tmpl, reasoning in ERRORS:
|
||||
player = random.choice(PLAYERS)
|
||||
wrong_cmd = wrong_cmd_tmpl.replace("{p}", player)
|
||||
right_cmd = right_cmd_tmpl.replace("{p}", player)
|
||||
msgs = [sys_msg("sudo"), user_msg(f"Player {player}: {prompt}")]
|
||||
|
||||
# Wrong attempt
|
||||
wrong_result = rcon.command(wrong_cmd)
|
||||
msgs.append(tool_call("rcon.execute", {"command": wrong_cmd}))
|
||||
msgs.append(tool_result({"success": False, "result": wrong_result[:300]}))
|
||||
|
||||
# Corrected attempt
|
||||
right_result = rcon.command(right_cmd)
|
||||
msgs.append(tool_call("rcon.execute", {"command": right_cmd}))
|
||||
msgs.append(tool_result({"success": not is_error(right_result), "result": right_result[:300]}))
|
||||
|
||||
resp = {"risk_level": 3, "commands": [right_cmd], "reasoning": f"First attempt failed: {wrong_result[:100]}. {reasoning}"}
|
||||
msgs.append(final_response(resp))
|
||||
|
||||
examples.append({
|
||||
"id": f"rcon-errfix-{len(examples):03d}",
|
||||
"source": "rcon_validated",
|
||||
"type": "error_correction",
|
||||
"messages": msgs,
|
||||
})
|
||||
|
||||
return examples
|
||||
|
||||
|
||||
def gen_chained_examples(rcon):
|
||||
"""Multi-tool chained examples with real RCON."""
|
||||
examples = []
|
||||
|
||||
CHAINS = [
|
||||
("sudo gear me up for the nether", [
|
||||
("rcon.execute", {"command": "give {p} minecraft:netherite_sword[enchantments={sharpness:5,fire_aspect:2,unbreaking:3,mending:1}] 1"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:netherite_pickaxe[enchantments={efficiency:5,fortune:3,unbreaking:3,mending:1}] 1"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:netherite_chestplate[enchantments={protection:4,unbreaking:3,mending:1}] 1"}),
|
||||
("rcon.execute", {"command": "effect give {p} minecraft:fire_resistance 6000 0"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:golden_apple 16"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:ender_pearl 16"}),
|
||||
], "Full nether loadout: netherite sword+pick, protection armor, fire resistance, golden apples, pearls."),
|
||||
("sudo prepare me for an end fight", [
|
||||
("rcon.execute", {"command": "give {p} minecraft:netherite_sword[enchantments={sharpness:5,unbreaking:3,mending:1}] 1"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:bow[enchantments={power:5,infinity:1,unbreaking:3}] 1"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:arrow 64"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:golden_apple 32"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:ender_pearl 16"}),
|
||||
("rcon.execute", {"command": "effect give {p} minecraft:slow_falling 600 0"}),
|
||||
("rcon.execute", {"command": "give {p} minecraft:cobblestone 128"}),
|
||||
], "End fight kit: weapons, slow falling for void safety, blocks for pillaring, pearls for dodging."),
|
||||
]
|
||||
|
||||
for prompt, tool_calls, reasoning in CHAINS:
|
||||
player = random.choice(PLAYERS)
|
||||
msgs = [sys_msg("sudo"), user_msg(f"Player {player}: {prompt}")]
|
||||
|
||||
all_cmds = []
|
||||
for tool_name, args_tmpl in tool_calls:
|
||||
args = {}
|
||||
for k, v in args_tmpl.items():
|
||||
args[k] = v.replace("{p}", player) if isinstance(v, str) else v
|
||||
|
||||
if tool_name == "rcon.execute":
|
||||
cmd = args["command"]
|
||||
result = rcon.command(cmd)
|
||||
msgs.append(tool_call(tool_name, args))
|
||||
msgs.append(tool_result({"success": not is_error(result), "result": result[:300]}))
|
||||
all_cmds.append(cmd)
|
||||
else:
|
||||
msgs.append(tool_call(tool_name, args))
|
||||
msgs.append(tool_result({"ok": True}))
|
||||
|
||||
resp = {"risk_level": 3, "commands": all_cmds, "reasoning": reasoning}
|
||||
msgs.append(final_response(resp))
|
||||
|
||||
examples.append({
|
||||
"id": f"rcon-chain-{len(examples):03d}",
|
||||
"source": "rcon_validated",
|
||||
"type": "chained",
|
||||
"messages": msgs,
|
||||
})
|
||||
|
||||
return examples
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("--rcon-host", default="192.168.0.244")
|
||||
parser.add_argument("--rcon-port", type=int, default=25577)
|
||||
parser.add_argument("--rcon-pass", default="REDACTED_RCON")
|
||||
args = parser.parse_args()
|
||||
|
||||
print(f"Connecting to RCON at {args.rcon_host}:{args.rcon_port}...")
|
||||
rcon = SimpleRCON(args.rcon_host, args.rcon_port, args.rcon_pass)
|
||||
print("Connected.\n")
|
||||
|
||||
all_examples = []
|
||||
|
||||
print("Generating script examples...")
|
||||
scripts = gen_script_examples(rcon)
|
||||
all_examples.extend(scripts)
|
||||
print(f" {len(scripts)} script examples")
|
||||
|
||||
print("Generating direct command examples...")
|
||||
direct = gen_direct_command_examples(rcon)
|
||||
all_examples.extend(direct)
|
||||
print(f" {len(direct)} direct command examples")
|
||||
|
||||
print("Generating memory examples...")
|
||||
memory = gen_memory_examples(rcon)
|
||||
all_examples.extend(memory)
|
||||
print(f" {len(memory)} memory examples")
|
||||
|
||||
print("Generating wiki examples...")
|
||||
wiki = gen_wiki_examples(rcon)
|
||||
all_examples.extend(wiki)
|
||||
print(f" {len(wiki)} wiki examples")
|
||||
|
||||
print("Generating error correction examples...")
|
||||
errors = gen_error_correction_examples(rcon)
|
||||
all_examples.extend(errors)
|
||||
print(f" {len(errors)} error correction examples")
|
||||
|
||||
print("Generating chained multi-tool examples...")
|
||||
chained = gen_chained_examples(rcon)
|
||||
all_examples.extend(chained)
|
||||
print(f" {len(chained)} chained examples")
|
||||
|
||||
# Stats
|
||||
success_count = sum(1 for e in all_examples if e.get("all_success", True))
|
||||
print(f"\nTotal: {len(all_examples)} examples")
|
||||
print(f" RCON validated: {sum(1 for e in all_examples if e.get('rcon_validated', False))}")
|
||||
|
||||
OUTPUT_PATH.parent.mkdir(parents=True, exist_ok=True)
|
||||
with open(OUTPUT_PATH, "w") as f:
|
||||
for ex in all_examples:
|
||||
f.write(json.dumps(ex, ensure_ascii=False) + "\n")
|
||||
|
||||
print(f"Written to {OUTPUT_PATH}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user