fix: wire max_tokens/temperature to all chat calls, clean up redundant comments
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155fc48b29
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@ -16,7 +16,7 @@
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⚡️ Delivers core agent functionality in just **~4,000** lines of code — **99% smaller** than Clawdbot's 430k+ lines.
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📏 Real-time line count: **3,587 lines** (run `bash core_agent_lines.sh` to verify anytime)
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📏 Real-time line count: **3,536 lines** (run `bash core_agent_lines.sh` to verify anytime)
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## 📢 News
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@ -2,7 +2,6 @@
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import asyncio
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import json
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from datetime import datetime
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from pathlib import Path
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from typing import Any
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@ -44,6 +43,7 @@ class AgentLoop:
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model: str | None = None,
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max_iterations: int = 20,
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temperature: float = 0.7,
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max_tokens: int = 4096,
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memory_window: int = 50,
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brave_api_key: str | None = None,
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exec_config: "ExecToolConfig | None" = None,
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@ -59,6 +59,7 @@ class AgentLoop:
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self.model = model or provider.get_default_model()
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self.max_iterations = max_iterations
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self.temperature = temperature
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self.max_tokens = max_tokens
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self.memory_window = memory_window
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self.brave_api_key = brave_api_key
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self.exec_config = exec_config or ExecToolConfig()
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@ -66,8 +67,6 @@ class AgentLoop:
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self.restrict_to_workspace = restrict_to_workspace
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self.context = ContextBuilder(workspace)
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# Initialize session manager
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self.sessions = session_manager or SessionManager(workspace)
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self.tools = ToolRegistry()
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self.subagents = SubagentManager(
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@ -75,6 +74,8 @@ class AgentLoop:
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workspace=workspace,
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bus=bus,
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model=self.model,
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temperature=self.temperature,
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max_tokens=self.max_tokens,
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brave_api_key=brave_api_key,
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exec_config=self.exec_config,
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restrict_to_workspace=restrict_to_workspace,
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@ -152,6 +153,7 @@ class AgentLoop:
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tools=self.tools.get_definitions(),
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model=self.model,
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temperature=self.temperature,
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max_tokens=self.max_tokens,
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)
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if response.has_tool_calls:
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@ -193,20 +195,16 @@ class AgentLoop:
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while self._running:
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try:
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# Wait for next message
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msg = await asyncio.wait_for(
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self.bus.consume_inbound(),
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timeout=1.0
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)
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# Process it
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try:
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response = await self._process_message(msg)
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if response:
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await self.bus.publish_outbound(response)
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except Exception as e:
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logger.error(f"Error processing message: {e}")
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# Send error response
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await self.bus.publish_outbound(OutboundMessage(
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channel=msg.channel,
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chat_id=msg.chat_id,
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@ -231,15 +229,13 @@ class AgentLoop:
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Returns:
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The response message, or None if no response needed.
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"""
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# Handle system messages (subagent announces)
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# The chat_id contains the original "channel:chat_id" to route back to
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# System messages route back via chat_id ("channel:chat_id")
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if msg.channel == "system":
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return await self._process_system_message(msg)
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preview = msg.content[:80] + "..." if len(msg.content) > 80 else msg.content
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logger.info(f"Processing message from {msg.channel}:{msg.sender_id}: {preview}")
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# Get or create session
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key = session_key or msg.session_key
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session = self.sessions.get_or_create(key)
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@ -250,12 +246,9 @@ class AgentLoop:
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messages_to_archive = session.messages.copy()
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session.clear()
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self.sessions.save(session)
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# Clear cache to force reload from disk on next request
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self.sessions._cache.pop(session.key, None)
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self.sessions.invalidate(session.key)
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# Consolidate in background (non-blocking)
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async def _consolidate_and_cleanup():
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# Create a temporary session with archived messages
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temp_session = Session(key=session.key)
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temp_session.messages = messages_to_archive
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await self._consolidate_memory(temp_session, archive_all=True)
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@ -267,34 +260,25 @@ class AgentLoop:
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return OutboundMessage(channel=msg.channel, chat_id=msg.chat_id,
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content="🐈 nanobot commands:\n/new — Start a new conversation\n/help — Show available commands")
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# Consolidate memory before processing if session is too large
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# Run in background to avoid blocking main conversation
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if len(session.messages) > self.memory_window:
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asyncio.create_task(self._consolidate_memory(session))
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# Update tool contexts
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self._set_tool_context(msg.channel, msg.chat_id)
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# Build initial messages
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initial_messages = self.context.build_messages(
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history=session.get_history(),
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history=session.get_history(max_messages=self.memory_window),
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current_message=msg.content,
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media=msg.media if msg.media else None,
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channel=msg.channel,
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chat_id=msg.chat_id,
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)
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# Run agent loop
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final_content, tools_used = await self._run_agent_loop(initial_messages)
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if final_content is None:
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final_content = "I've completed processing but have no response to give."
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# Log response preview
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preview = final_content[:120] + "..." if len(final_content) > 120 else final_content
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logger.info(f"Response to {msg.channel}:{msg.sender_id}: {preview}")
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# Save to session (include tool names so consolidation sees what happened)
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session.add_message("user", msg.content)
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session.add_message("assistant", final_content,
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tools_used=tools_used if tools_used else None)
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@ -326,28 +310,20 @@ class AgentLoop:
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origin_channel = "cli"
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origin_chat_id = msg.chat_id
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# Use the origin session for context
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session_key = f"{origin_channel}:{origin_chat_id}"
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session = self.sessions.get_or_create(session_key)
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# Update tool contexts
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self._set_tool_context(origin_channel, origin_chat_id)
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# Build messages with the announce content
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initial_messages = self.context.build_messages(
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history=session.get_history(),
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history=session.get_history(max_messages=self.memory_window),
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current_message=msg.content,
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channel=origin_channel,
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chat_id=origin_chat_id,
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)
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# Run agent loop
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final_content, _ = await self._run_agent_loop(initial_messages)
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if final_content is None:
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final_content = "Background task completed."
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# Save to session (mark as system message in history)
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session.add_message("user", f"[System: {msg.sender_id}] {msg.content}")
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session.add_message("assistant", final_content)
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self.sessions.save(session)
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@ -367,33 +343,26 @@ class AgentLoop:
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"""
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memory = MemoryStore(self.workspace)
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# Handle /new command: clear session and consolidate everything
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if archive_all:
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old_messages = session.messages # All messages
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keep_count = 0 # Clear everything
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old_messages = session.messages
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keep_count = 0
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logger.info(f"Memory consolidation (archive_all): {len(session.messages)} total messages archived")
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else:
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# Normal consolidation: only write files, keep session intact
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keep_count = self.memory_window // 2
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# Check if consolidation is needed
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if len(session.messages) <= keep_count:
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logger.debug(f"Session {session.key}: No consolidation needed (messages={len(session.messages)}, keep={keep_count})")
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return
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# Use last_consolidated to avoid re-processing messages
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messages_to_process = len(session.messages) - session.last_consolidated
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if messages_to_process <= 0:
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logger.debug(f"Session {session.key}: No new messages to consolidate (last_consolidated={session.last_consolidated}, total={len(session.messages)})")
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return
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# Get messages to consolidate (from last_consolidated to keep_count from end)
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old_messages = session.messages[session.last_consolidated:-keep_count]
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if not old_messages:
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return
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logger.info(f"Memory consolidation started: {len(session.messages)} total, {len(old_messages)} new to consolidate, {keep_count} keep")
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# Format messages for LLM (include tool names when available)
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lines = []
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for m in old_messages:
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if not m.get("content"):
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@ -436,18 +405,11 @@ Respond with ONLY valid JSON, no markdown fences."""
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if update != current_memory:
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memory.write_long_term(update)
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# Update last_consolidated to track what's been processed
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if archive_all:
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# /new command: reset to 0 after clearing
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session.last_consolidated = 0
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else:
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# Normal: mark up to (total - keep_count) as consolidated
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session.last_consolidated = len(session.messages) - keep_count
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# Key: We do NOT modify session.messages (append-only for cache)
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# The consolidation is only for human-readable files (MEMORY.md/HISTORY.md)
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# LLM cache remains intact because the messages list is unchanged
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logger.info(f"Memory consolidation done: {len(session.messages)} total messages (unchanged), last_consolidated={session.last_consolidated}")
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logger.info(f"Memory consolidation done: {len(session.messages)} messages, last_consolidated={session.last_consolidated}")
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except Exception as e:
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logger.error(f"Memory consolidation failed: {e}")
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@ -32,6 +32,8 @@ class SubagentManager:
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workspace: Path,
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bus: MessageBus,
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model: str | None = None,
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temperature: float = 0.7,
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max_tokens: int = 4096,
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brave_api_key: str | None = None,
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exec_config: "ExecToolConfig | None" = None,
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restrict_to_workspace: bool = False,
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@ -41,6 +43,8 @@ class SubagentManager:
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self.workspace = workspace
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self.bus = bus
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self.model = model or provider.get_default_model()
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self.temperature = temperature
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self.max_tokens = max_tokens
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self.brave_api_key = brave_api_key
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self.exec_config = exec_config or ExecToolConfig()
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self.restrict_to_workspace = restrict_to_workspace
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@ -130,6 +134,8 @@ class SubagentManager:
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messages=messages,
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tools=tools.get_definitions(),
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model=self.model,
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temperature=self.temperature,
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max_tokens=self.max_tokens,
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)
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if response.has_tool_calls:
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@ -338,6 +338,7 @@ def gateway(
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workspace=config.workspace_path,
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model=config.agents.defaults.model,
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temperature=config.agents.defaults.temperature,
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max_tokens=config.agents.defaults.max_tokens,
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max_iterations=config.agents.defaults.max_tool_iterations,
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memory_window=config.agents.defaults.memory_window,
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brave_api_key=config.tools.web.search.api_key or None,
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@ -445,8 +446,9 @@ def agent(
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provider=provider,
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workspace=config.workspace_path,
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model=config.agents.defaults.model,
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max_iterations=config.agents.defaults.max_tool_iterations,
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temperature=config.agents.defaults.temperature,
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max_tokens=config.agents.defaults.max_tokens,
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max_iterations=config.agents.defaults.max_tool_iterations,
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memory_window=config.agents.defaults.memory_window,
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brave_api_key=config.tools.web.search.api_key or None,
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exec_config=config.tools.exec,
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@ -42,23 +42,8 @@ class Session:
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self.updated_at = datetime.now()
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def get_history(self, max_messages: int = 500) -> list[dict[str, Any]]:
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"""
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Get message history for LLM context.
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Messages are returned in append-only order for cache efficiency.
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Only the most recent max_messages are returned, but the order
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is always stable for the same max_messages value.
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Args:
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max_messages: Maximum messages to return (most recent).
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Returns:
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List of messages in LLM format (role and content only).
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"""
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recent = self.messages[-max_messages:]
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# Convert to LLM format (just role and content)
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return [{"role": m["role"], "content": m["content"]} for m in recent]
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"""Get recent messages in LLM format (role + content only)."""
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return [{"role": m["role"], "content": m["content"]} for m in self.messages[-max_messages:]]
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def clear(self) -> None:
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"""Clear all messages and reset session to initial state."""
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@ -94,11 +79,9 @@ class SessionManager:
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Returns:
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The session.
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"""
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# Check cache
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if key in self._cache:
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return self._cache[key]
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# Try to load from disk
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session = self._load(key)
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if session is None:
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session = Session(key=key)
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@ -150,7 +133,6 @@ class SessionManager:
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path = self._get_session_path(session.key)
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with open(path, "w") as f:
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# Write metadata first
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metadata_line = {
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"_type": "metadata",
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"created_at": session.created_at.isoformat(),
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@ -159,13 +141,15 @@ class SessionManager:
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"last_consolidated": session.last_consolidated
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}
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f.write(json.dumps(metadata_line) + "\n")
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# Write messages
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for msg in session.messages:
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f.write(json.dumps(msg) + "\n")
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self._cache[session.key] = session
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def invalidate(self, key: str) -> None:
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"""Remove a session from the in-memory cache."""
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self._cache.pop(key, None)
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def list_sessions(self) -> list[dict[str, Any]]:
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"""
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List all sessions.
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