Agent Integration

by majiayu000

Agent Integration is an AI Engineering skill for Claude Code, published by majiayu000 in claude-skill-registry.

575 stars88 forkson majiayu000/claude-skill-registryAdded 2026/08/25+1% in starsRepository updated 2026/08/25

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Install in seconds

Install Agent Integration

Copy Agent Integration into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/71-agent-framework-integration ~/.claude/skills/71-agent-framework-integration

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/majiayu000/claude-skill-registry.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/agent/71-agent-framework-integration/SKILL.md in majiayu000/claude-skill-registry
Installs to: ~/.claude/skills/71-agent-framework-integration
Collection: One of 23 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Agent Integration does

Agent Integration helps connect custom LLM backends to agent frameworks using OpenAI-compatible APIs, tool calling, and MCP servers. Use it when configuring LiteLLM, SDK base URLs, or fallback paths for a local or hosted model.

Agent Integration is cataloged under AI Engineering on DirSkills. Agent Integration comes from a repository tagged ai-skills, claude-code, generated-artifact, github-pages and skill-registry.

Documentation

README

Excerpt

Build Your Agent Integration Skill

Your Task API model is deployed and running via Ollama. Now you need to connect it to agent frameworks like OpenAI Agents SDK, Claude Code, and MCP servers.

Before learning integration patterns, you will own an agent-integration skill. This skill becomes your reusable reference for connecting custom models to any framework.

This lesson follows the Skill-First Learning Pattern: build the skill, then learn what it knows.

Why Skill-First for Agent Integration?

Agent framework integration involves multiple interconnected patterns:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Agent Integration

What else does majiayu000 publish alongside Agent Integration?
Agent Integration is one of 23 skills that DirSkills catalogs from majiayu000/claude-skill-registry, the repository it ships in. Its siblings there include AC Autonomous Orchestrator, AC Checkpoint Manager and AC Commit Manager. Each one is a separate skill with its own page in this directory, installs the same way Agent Integration does, and is maintained by majiayu000 in that same repository. The rest of the collection is listed on the majiayu000/claude-skill-registry page.
How does Agent Integration compare to other AI Engineering skills?
Agent Integration ranks #1997 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Agent Integration against them. Open each page to compare what they document and how they install.