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Create and adapt Dynamic Agentic Architecture agents that learn and evolve
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Based on SOC occupation classification
| name | daa-agent |
| description | Create and adapt Dynamic Agentic Architecture agents that learn and evolve |
| argument-hint | <create|adapt|status> [options] |
| allowed-tools | mcp__plugin_ruflo-core_ruflo__daa_agent_create mcp__plugin_ruflo-core_ruflo__daa_agent_adapt mcp__plugin_ruflo-core_ruflo__daa_learning_status mcp__plugin_ruflo-core_ruflo__daa_performance_metrics mcp__plugin_ruflo-core_ruflo__daa_knowledge_share Bash |
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__plugin_ruflo-core_ruflo__daa_agent_create with initial configuration and learning parametersmcp__plugin_ruflo-core_ruflo__daa_learning_status to see adaptation progressmcp__plugin_ruflo-core_ruflo__daa_performance_metrics for efficiency and accuracy metricsmcp__plugin_ruflo-core_ruflo__daa_agent_adapt to trigger manual adaptation based on feedbackmcp__plugin_ruflo-core_ruflo__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 |
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
Show AGNTCY/SLIM/CASA integration status — whether upstream AGNTCY packages are installed, which transport (local vs SLIM) is active, and whether CASA enforcement is enabled. Use when the user asks "is AGNTCY configured?", "show SLIM/CASA status", or "is AGNTCY/IOC integration active?".
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
Build or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)
7-section repo readiness report from `metaharness genome <path>`. Returns repo_type / agent_topology / risk_score / mcp_surface / test_confidence / publish_readiness. Pure-read; degrades gracefully (ADR-150).
Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation