Async processing, single-call mode, validator tracking, think stripping

- ThreadPoolExecutor (3 workers) for concurrent prayer/sudo processing
- Single-call mode: one LLM call returns commands + message (config: single_call)
- Validator hit-rate tracking to /var/log/mc_validator_stats.json
- Strip <think> blocks from Qwen3 model output via regex
- Fresh LangGraph sessions (no history carryover)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

mc_aigod_paper.py

@@ -7,6 +7,7 @@ Config: /etc/mc_aigod.json
 """
 
 import json, os, random, re, socket, struct, threading, time, logging
+from concurrent.futures import ThreadPoolExecutor
 from collections import deque
 from datetime import datetime
 from typing import Any, Dict
@@ -24,6 +25,16 @@ logging.basicConfig(
 )
 log = logging.getLogger(__name__)
 
+# --- Async request processing pool ---
+_request_pool = ThreadPoolExecutor(max_workers=3, thread_name_prefix="aigod")
+
+def _safe_call(func, *args, **kwargs):
+    """Wrapper for thread pool calls with error logging."""
+    try:
+        func(*args, **kwargs)
+    except Exception as e:
+        log.error(f"Async {func.__name__} failed: {e}", exc_info=True)
+
 CONFIG_PATH = os.environ.get('MC_AIGOD_CONFIG', '/etc/mc_aigod_paper.json')
 
 PRAY_PATTERNS = [
@@ -1202,6 +1213,10 @@ def write_training_audit(player: str, mode: str, user_message: str,
         "server_type": config.get("server_type", "paper"),
         "version": "1.21.x",
         "online_players": context.get("online_players", []),
+        "player_details": context.get("player_details", {}),
+        "time_of_day": context.get("time_of_day", "unknown"),
+        "weather": context.get("weather", "unknown"),
+        "world_border": context.get("world_border"),
     }
     # Add player position if available
     try:
@@ -2034,7 +2049,10 @@ def _llm_call(model: str, system: str, user: str, config: dict,
         payload["format"] = fmt
     r = requests.post(f"{config['ollama_url']}/api/chat", json=payload, timeout=timeout)
     r.raise_for_status()
-    return r.json()["message"]["content"]
+    content = r.json()["message"]["content"]
+    # Strip <think>...</think> blocks from Qwen3 models
+    content = re.sub(r'<think>[\s\S]*?</think>\s*', '', content)
+    return content
 
 
 # --- Gemini API cost tracking and call ---
@@ -2260,6 +2278,23 @@ def _gateway_actor(player: str, mode: str, config) -> str:
 def _gateway_start_session(player: str, mode: str, config) -> str:
     actor = _gateway_actor(player, mode, config)
     key = _gateway_key(actor, mode)
+
+    # Fresh session mode: always start new session, no history carryover
+    if config.get("gateway_fresh_session", False):
+        url = config.get("langgraph_gateway_url", "http://127.0.0.1:8091")
+        timeout = int(config.get("langgraph_gateway_timeout", 45))
+        r = requests.post(
+            f"{url}/v1/session/start",
+            json={"player": actor, "mode": mode},
+            timeout=timeout,
+        )
+        r.raise_for_status()
+        sid = r.json()["session_id"]
+        with _gateway_lock:
+            _gateway_sessions[key] = sid
+        return sid
+
+    # Default: reuse existing session (carries history)
     with _gateway_lock:
         sid = _gateway_sessions.get(key)
     if sid:
@@ -2370,7 +2405,42 @@ def ask_god(player, prayer, context, config):
         log.info(f"Gateway god tool_trace={out.get('tool_trace', [])}")
         return {"message": out.get("message"), "commands": out.get("commands") or []}
 
-    # --- Call 1: commands ---
+    # --- Single-call mode: one LLM call returns both commands and message ---
+    if config.get("single_call", False):
+        log.info(f"Single call ({command_model}) — {player}: {prayer[:60]} (history={len(history)//2})")
+        try:
+            content = _llm_call(
+                model=command_model,
+                system=GOD_SYSTEM_PROMPT,
+                user=user_msg,
+                config=config,
+                fmt="json",
+                temperature=0.5,
+                max_tokens=400,
+            )
+            result = _parse_llm_json(content)
+            commands = result.get("commands") or []
+            message = result.get("message") or ""
+            log.info(f"Commands decided: {commands}")
+            log.info(f"Message: {message[:200]}")
+        except Exception as e:
+            log.error(f"Single call failed: {e}")
+            commands = []
+            message = ""
+
+        try:
+            with open('/var/log/mc_aigod_paper_responses.log', 'a') as rf:
+                rf.write(
+                    f"\n--- {time.strftime('%Y-%m-%d %H:%M:%S')} prayer:{player} [single] ---\n"
+                    f"COMMANDS: {commands}\n"
+                    f"MESSAGE: {message}\n"
+                )
+        except Exception:
+            pass
+
+        return {"message": message, "commands": commands}
+
+    # --- Two-call mode (default): separate command and message calls ---
     log.info(f"Commands call ({command_model}) — {player}: {prayer[:60]} (history={len(history)//2})")
     try:
         cmd_content = _llm_call(
@@ -2390,7 +2460,6 @@ def ask_god(player, prayer, context, config):
         commands = []
 
     # --- Call 2: message ---
-    # Tell the message model what was decided so it can write accordingly
     if commands:
         action_summary = f"You decided to execute these server commands: {commands}"
     else:
@@ -2402,7 +2471,6 @@ def ask_god(player, prayer, context, config):
         f"Now write your spoken message to all players."
     )
 
-    # Include prayer history so God's voice is consistent
     msg_messages = (
         [{"role": "system", "content": build_message_system_prompt(config)}]
         + history
@@ -2422,6 +2490,8 @@ def ask_god(player, prayer, context, config):
         r = requests.post(f"{config['ollama_url']}/api/chat", json=msg_payload, timeout=60)
         r.raise_for_status()
         message = r.json()["message"]["content"].strip()
+        # Strip think blocks
+        message = re.sub(r'<think>[\s\S]*?</think>\s*', '', message)
         log.info(f"Message: {message[:200]}")
     except Exception as e:
         log.error(f"Message call failed: {e}")
@@ -3013,32 +3083,108 @@ def _repair_execute_tail(cmd: str, fallback_player: str) -> str:
         return rebuilt
     return raw
 
+# --- Validator hit-rate tracking ---
+_validator_stats_lock = threading.Lock()
+_validator_stats_file = "/var/log/mc_validator_stats.json"
+
+def _load_validator_stats():
+    try:
+        with open(_validator_stats_file) as f:
+            return json.load(f)
+    except:
+        return {"total": 0, "fixes": {}}
+
+def _save_validator_stats(stats):
+    try:
+        with open(_validator_stats_file, "w") as f:
+            json.dump(stats, f)
+    except:
+        pass
+
+_validator_stats = _load_validator_stats()
+
+def _track_fix(fix_name, before, after):
+    """Track when a validator fix actually changes a command."""
+    if before == after:
+        return
+    with _validator_stats_lock:
+        _validator_stats["fixes"].setdefault(fix_name, 0)
+        _validator_stats["fixes"][fix_name] += 1
+        # Save every 50 commands
+        if _validator_stats["total"] % 50 == 0:
+            _save_validator_stats(_validator_stats)
+
+
 def validate_command(cmd, online_players, fallback_player, config=None):
     """Replace placeholders, auto-fix common give syntax errors, check safe prefix."""
+    with _validator_stats_lock:
+        _validator_stats["total"] += 1
+
     resolved = cmd.replace("{player}", fallback_player).replace("{target}", fallback_player)
     resolved = resolved.strip()
     if resolved.startswith("/"):
         resolved = resolved[1:]
+
     # Fix 5: hallucinated commands (must run first — may drop or rewrite entire command)
+    before = resolved
     resolved = fix_hallucinated_command(resolved)
+    _track_fix("hallucinated_command", before, resolved)
     if not resolved:
         return "", False
+
     # Fix 1: @s → player name (RCON has no executor entity)
+    before = resolved
     resolved = fix_at_s_selector(resolved, fallback_player)
+    _track_fix("at_s_selector", before, resolved)
+
     # Fix 2: old NBT enchantment → 1.21 component syntax
+    before = resolved
     resolved = fix_nbt_enchantment_syntax(resolved)
+    _track_fix("nbt_enchantment", before, resolved)
+
     # Fix 3: strip invalid item components (display, durability, enc, etc.)
+    before = resolved
     resolved = fix_invalid_item_components(resolved)
+    _track_fix("invalid_components", before, resolved)
+
     # Fix 4: hallucinated effect names → closest valid effect
+    before = resolved
     resolved = fix_hallucinated_effect(resolved)
+    _track_fix("hallucinated_effect", before, resolved)
+
     # Existing fixes
+    before = resolved
     resolved = fix_give_command(resolved)
+    _track_fix("give_syntax", before, resolved)
+
+    before = resolved
     resolved = fix_effect_command(resolved)
+    _track_fix("effect_syntax", before, resolved)
+
+    before = resolved
     resolved = fix_gamemode_command(resolved, fallback_player)
+    _track_fix("gamemode_syntax", before, resolved)
+
+    before = resolved
     resolved = fix_weather_command(resolved)
+    _track_fix("weather_syntax", before, resolved)
+
+    before = resolved
     resolved = fix_fill_fire_command(resolved)
+    _track_fix("fill_fire", before, resolved)
+
+    before = resolved
     resolved = fix_bow_enchant_syntax(resolved)
+    _track_fix("bow_enchant", before, resolved)
+
+    before = resolved
     resolved = _repair_execute_tail(resolved, fallback_player)
+    _track_fix("execute_tail", before, resolved)
+
+    # Periodic save
+    with _validator_stats_lock:
+        if _validator_stats["total"] % 50 == 0:
+            _save_validator_stats(_validator_stats)
     caps = get_server_capabilities(config) if config else SERVER_CAPABILITIES[DEFAULT_SERVER_TYPE]
     prefixes = caps["safe_prefixes"]
     if not any(resolved.startswith(p) for p in prefixes):
@@ -4347,6 +4493,9 @@ def main():
                 player = m.group(1)
                 prompt = m.group(2).strip()
                 log.info(f"SUDO from {player}: {prompt}")
+                if config.get("async_processing", False):
+                    _request_pool.submit(_safe_call, process_sudo, player, prompt, config)
+                else:
                     try:
                         process_sudo(player, prompt, config)
                     except Exception as e:
@@ -4365,6 +4514,9 @@ def main():
                 player = m.group(1)
                 prayer = m.group(2).strip()
                 log.info(f"Prayer from {player}: {prayer}")
+                if config.get("async_processing", False):
+                    _request_pool.submit(_safe_call, process_prayer, player, prayer, config, cooldowns)
+                else:
                     try:
                         process_prayer(player, prayer, config, cooldowns)
                     except Exception as e: