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dspy-agent-framework-integration

Official

Unify DSPy reasoning with the Agent Framework.

Software Engineering#integration#multi-agent#dspy#agent-framework#routing-cache#typed-signatures
AuthorQredence
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a structured path to integrate DSPy with the Microsoft Agent Framework, enabling typed signatures and robust multi-agent orchestration within AgenticFleet.

Core Features & Use Cases

  • Typed Signatures: Pydantic-validated DSPy outputs for safe, predictable agent routing and execution.
  • DSPy-Enhanced Agents: Wrappers around ChatAgent that support chain-of-thought, program of thought, or React-style reasoning.
  • Routing Cache & GEPA: TTL-based routing decision caching and offline geometry/engineered prompt optimization to reduce latency and improve reliability.
  • Checkpointing & Handoffs: Workflow state persistence and direct agent-to-agent handoffs with context preservation.
  • YAML-Driven Agent Creation: Dynamic agent provisioning from YAML configuration, enabling reproducible deployments.

Quick Start

Use this skill to outline the steps for enabling typed signatures and routing cache in an AgenticFleet deployment, including a sample YAML configuration to create a DSPy-enhanced ChatAgent.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: dspy-agent-framework-integration
Download link: https://github.com/Qredence/agentic-fleet/archive/main.zip#dspy-agent-framework-integration

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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