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Create and adapt Dynamic Agentic Architecture agents that learn and evolve
Create agents with Dynamic Agentic Architecture that adapt and learn over time.
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.
mcp__claude-flow__daa_agent_create with initial configuration and learning parametersmcp__claude-flow__daa_learning_status to see adaptation progressmcp__claude-flow__daa_performance_metrics for efficiency and accuracy metricsmcp__claude-flow__daa_agent_adapt to trigger manual adaptation based on feedbackmcp__claude-flow__daa_knowledge_share to propagate learnings to other 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 |
npx skills add ruvnet/ruflo --skill daa-agentHow clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
Clear and well structured, with only minor parts that might need a second read.
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
Mostly actionable with clear steps; only a few small gaps remain.