技能 人工智能 动态智能体架构代理

动态智能体架构代理

v20260716
daa-agent
用于创建和管理动态智能体架构(DAA)代理。这类代理超越了固定配置的局限性,具备从交互中持续学习、根据性能指标自我调整行为和进化能力。它支持知识在多个智能体之间共享,适用于需要系统级持续优化和高适应性的复杂AI应用场景。
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概览

DAA Agent

Create agents with Dynamic Agentic Architecture that adapt and learn over time.

When to use

When you need agents that go beyond static configurations — agents that adapt their behavior based on performance metrics, learn from interactions, and share knowledge with other agents.

Steps

  1. Create agent — call mcp__plugin_ruflo-core_ruflo__daa_agent_create with initial configuration and learning parameters
  2. Monitor learning — call mcp__plugin_ruflo-core_ruflo__daa_learning_status to see adaptation progress
  3. Check performance — call mcp__plugin_ruflo-core_ruflo__daa_performance_metrics for efficiency and accuracy metrics
  4. Adapt — call mcp__plugin_ruflo-core_ruflo__daa_agent_adapt to trigger manual adaptation based on feedback
  5. Share knowledge — call mcp__plugin_ruflo-core_ruflo__daa_knowledge_share to propagate learnings to other agents

DAA vs static agents

Aspect Static Agent DAA Agent
Behavior Fixed configuration Adapts over time
Learning None Continuous from interactions
Knowledge Isolated Shared across agents
Performance Constant Improves with use
信息
Category 人工智能
Name daa-agent
版本 v20260716
大小 1.61KB
更新时间 2026-07-18
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