feat: AutoDream simple offline memory consolidation agent

[CMander02]

Summary

• Adds a lightweight AutoDream v1 pipeline for offline memory consolidation
• AutoDreamAgent: consolidates memories across a configurable time window by removing redundancies and resolving conflicts
• AutoDreamManager: resolves the working time window (default: last dream → now), fetches memories per type, drives the agent via step(), and writes an episodic checkpoint
• POST /memory/auto_dream REST endpoint with dry_run support
• client.auto_dream() method for programmatic access
• auto_dream_agent registered in AgentType enum, agent_configs, MemoryAgentStates, meta_agent, and server dispatch

New files

File	Purpose
mirix/agent/auto_dream_agent.py	Agent class
mirix/services/auto_dream_manager.py	Manager / orchestration logic
mirix/schemas/auto_dream.py	Request / response schemas
mirix/prompts/system/base/auto_dream_agent.txt	System prompt (base)
mirix/prompts/system/screen_monitor/auto_dream_agent.txt	System prompt (screen monitor variant)

Modified files

mirix/schemas/agent.py · mirix/agent/agent_configs.py · mirix/agent/__init__.py · mirix/agent/meta_agent.py · mirix/server/server.py · mirix/server/rest_api.py · mirix/client/remote_client.py

Test plan

• Start server and call POST /memory/auto_dream with dry_run: true — verify stats returned without changes
• Call without dry_run — verify memories are consolidated and checkpoint episodic event is written
• Confirm auto_dream_agent sub-agent is created under the meta agent on first call

🤖 Generated with Claude Code

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