hybrid-agents
CommunityOrchestrate cloud and local agents end-to-end.
Authorsamelhousseini
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables teams to design and run production-grade multi-agent workflows that combine local client-side orchestration with cloud-managed agents, enabling scalable, privacy-conscious AI automation.
Core Features & Use Cases
- Multi-agent orchestration: supports sequential, parallel (fan-out/fan-in), and hybrid patterns across Microsoft Agent Framework and Azure AI Foundry.
- MCP integration: enables tool calls and approvals for external services within agent workflows.
- Production resilience: includes retry with backoff, circuit breaker, and workflow checkpointing for long-running processes.
- Use Case: implement a cloud+local data processing pipeline that runs locally for sensitive data and leverages cloud reasoning for scale.
Quick Start
Run the hybrid workflow demo with real Azure credentials. Example steps:
- Configure environment variables (PROJECT_ENDPOINT, AZURE_OPENAI_ENDPOINT, AZURE_OPENAI_CHAT_DEPLOYMENT_NAME, MODEL_DEPLOYMENT_NAME).
- Install dependencies from requirements.txt.
- Run the v1 demo: python scripts/hybrid_workflow_demo.py
- Or run the v2 demo: python scripts/hybrid_workflow_demo_v2.py
Dependency Matrix
Required Modules
agent-frameworkazure-ai-agentsazure-ai-projectsazure-identitypython-dotenv
Components
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: hybrid-agents Download link: https://github.com/samelhousseini/microhacks/archive/main.zip#hybrid-agents Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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