strikersam

managed-agents-dreams

Session memory recording and dream consolidation for managed agents — offline experience replay

strikersam 11 8 Actualitzat fa 3 mesos
GitHub

Instal·la

npx skillscat add strikersam/autonomous-ai-agency/managed-agents-dreams

Instal·la des del registre de SkillsCat.

SKILL.md

Skill: Managed Agents Dreams

Purpose

Manages session memory recording and dream consolidation for managed agents (services/managed_agents.py).

Usage

from services.managed_agents import ManagedAgentDreams

mgr = ManagedAgentDreams(agent_id="writer-1")
mgr.record("Wrote chapter 3", importance=0.8, tags=["writing"])
mgr.record("Fixed typo", importance=0.3, tags=["editing"])
# ... accumulate 5+ memories ...
dream = mgr.consolidate()
print(dream.summary())

Key Classes

  • SessionMemory — single memory snapshot with importance (0.0-1.0)
  • Dream — consolidated narrative from multiple memories
  • ManagedAgentDreams — recording, consolidation, replay

Testing

python -m pytest tests/test_managed_agents.py -v

Related Issues

  • Issue #260: Managed Agents Dreams

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