This recipe pairs with the CopilotKit Agent Skills — SKILL.md files that teach a
coding agent (Claude Code, Codex, Cursor, OpenCode) how to build with CopilotKit. They’re
built on the open Agent Skills standard, so one set works across
agents.
npx skills add CopilotKit/CopilotKit/skills
Fresh clone every time — run it again to update. Source of truth:
CopilotKit/CopilotKit/skills.
| Skill | Use it for |
|---|---|
copilotkit-setup |
Scaffolding a CopilotKit app and its runtime endpoint. |
copilotkit-integrations |
Wiring an external agent into CopilotKit over AG-UI. |
copilotkit-agui |
The AG-UI protocol itself — events, client SDK, agent wiring. |
react-core |
Frontend hooks: chat, generative UI, human-in-the-loop, threads. |
runtime |
The CopilotKit runtime — agent runners, server-side tools, setup. |
The agent here is an Oracle Agent Spec agent served over AG-UI, so on the CopilotKit
side you wire it like any AG-UI agent — an HttpAgent pointing at the agent’s /run
endpoint. The Oracle-specific glue — defining the agent in Agent Spec (pyagentspec), the
ag_ui_agentspec adapter on the LangGraph runtime, and long-term memory on Oracle AI
Database (oracleagentmemory) — is walked through in ../cookbook.md and
runnable in ../demo/.