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agents/ai.orchestrator/README.md

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+# Ai.Orchestrator Agent
+
+Orchestrates AI/ML workflows including model training, evaluation, and deployment
+
+## Purpose
+
+This orchestrator agent coordinates complex ai workflows by composing and sequencing multiple skills. It handles the complete lifecycle from planning through execution and validation.
+
+## Capabilities
+
+- Coordinate meta-agent creation and composition
+- Manage skill and agent generation workflows
+- Orchestrate AI-powered automation
+- Handle agent compatibility and optimization
+- Coordinate marketplace publishing
+
+## Available Skills
+
+- `agent.compose`
+- `agent.define`
+- `agent.run`
+- `generate.docs`
+- `generate.marketplace`
+- `meta.compatibility`
+
+## Usage
+
+This agent uses iterative reasoning to:
+1. Analyze requirements
+2. Plan execution steps
+3. Coordinate skill execution
+4. Validate results
+5. Handle errors and retries
+
+## Status
+
+**Generated**: Auto-generated from taxonomy gap analysis
+
+## Next Steps
+
+- [ ] Review and refine capabilities
+- [ ] Test with real workflows
+- [ ] Add domain-specific examples
+- [ ] Integrate with existing agents
+- [ ] Document best practices