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multi-agent-architect - Design and update multi-agent systems

Designs, debugs, optimizes, and updates multi-agent systems with LangGraph, LangChain, and DeepAgents while preserving copied files and provenance.

Tags

Updated: 2026-10-07

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Clarify workflow goals
  • Define shared state schemas
  • Design agent roles
  • Build LangGraph routing
  • Integrate memory and tools
  • Debug existing agent systems
  • Validate workflow changes
  • Preserve provenance records
  • Prepare handoff decisions

Inputs

  • User goals
  • Workflow scope
  • Repository context
  • Copied upstream files
  • Provenance files
  • Existing agent systems

Outputs

  • Agent workflow designs
  • Updated agent code
  • Validation findings
  • Provenance notes
  • Handoff recommendations
  • Reviewer packets

Requirements

  • LangGraph, LangChain, or DeepAgents support

Source

  • Spec: SKILL.md
langgraph
langchain
multi-agent
orchestration
deepagents
rag
tool-calling
multi-agent-architect
Clarify workflow goals
Define shared state schemas
Design agent roles
Build LangGraph routing
User goals
Workflow scope
Repository context
Agent workflow designs
Updated agent code
Validation findings