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heterogeneous-agent

Debug LobeHub heterogeneous agents and Claude Code/Codex adapters.

Updated Jul 8, 2026
Search Tags:#debugging#Codex#Claude Code#agent management#LobeHub
One-click install
npx skills add https://github.com/alceupassos/hub --skill heterogeneous-agent-alceupassos
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: heterogeneous-agent
Source: https://github.com/alceupassos/hub/tree/main/.agents/skills/heterogeneous-agent
Command: npx skills add https://github.com/alceupassos/hub --skill heterogeneous-agent-alceupassos

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides tools for implementing, debugging, and optimizing LobeHub heterogeneous agents, streamlining the management of diverse AI agents.

Core Features & Use Cases

  • Agent Development: Tools for adding or modifying agents and debugging issues.
  • Adapter Editing: Facilitates adjustments to Claude Code/Codex adapters.
  • Pipeline Map: Offers a detailed guide through the agent execution pipeline.
  • Debugging Guide: Provides a structured approach to troubleshooting common bugs.
  • Use Case: If you're encountering issues with your Claude Code or Codex agents, use this Skill to trace the problem back to the source and apply fixes.

Quick Start

Utilize the 'heterogeneous-agent' skill to diagnose and resolve an issue with your LobeHub agents by executing the provided commands in your environment.

Frequently Asked Questions about heterogeneous-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I debug Claude Code adapter issues in LobeHub heterogeneous agents?▼

To debug Claude Code adapter issues in LobeHub heterogeneous agents, use this Skill to trace IPC problems and event mapping errors back to the source. It provides a structured troubleshooting guide and execution pipeline map to apply targeted fixes.

What is the best way to manage heterogeneous agents in LobeHub?▼

Managing heterogeneous agents in LobeHub is streamlined by using this Skill to implement, debug, and optimize diverse AI agents. It targets Codex adapters, persistent tool calls, and event mapping for comprehensive agent development and maintenance.

Do I need Python to troubleshoot LobeHub agent execution pipelines?▼

Yes, you need Python installed to troubleshoot LobeHub agent execution pipelines using this Skill. It requires Python and related LobeHub dependencies to execute its diagnostic scripts and resolve adapter bugs.

Why does my Codex agent fail during persistent tool calls?▼

Your Codex agent may fail during persistent tool calls due to IPC or event mapping bugs within the adapter. Use this Skill's structured debugging approach to navigate the execution pipeline and identify the exact failure point.

How to fix event mapping errors when modifying LobeHub agents?▼

To fix event mapping errors when modifying LobeHub agents, utilize this Skill's adapter editing tools and pipeline map. It facilitates precise adjustments and traces event mapping issues back to their source for resolution.

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