cef-coding

Generate inline CEF agent handlers and projects from natural language goals.

1|Updated Mar 30, 2026
One-click install
npx skills add https://github.com/CEF-AI/skills --skill cef-coding
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cef-coding
Source: https://github.com/CEF-AI/skills/tree/main/skills/coding
Command: npx skills add https://github.com/CEF-AI/skills --skill cef-coding

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill guides developers to write fully inline CEF agent handler code, understand the Context API surfaces (context.models, context.agents, context.cubbies, context.streams, context.rafts, context.image, context.emit, context.fetch, context.workspace, context.log), coordinate multi-agent orchestration, and generate complete CEF projects from natural language goals.

Core Features & Use Cases

  • Inline handler programming: write self-contained TypeScript handler files that run in V8 isolates with only the runtime context access.
  • Entity hierarchy and orchestration: understand how workspaces, streams, cubbies, rafts, agents, tasks, and engagements wire together to deliver end-to-end workflows.
  • Project generation and local development: create deployable CEF projects from goals and test them locally with cef dev.

Quick Start

Run cef dev to start a local CEF dev server and begin building and testing a fully inline handler-based project.

Frequently Asked Questions about cef-coding

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

FAQPage Schema
How do I write self-contained TypeScript handler code for CEF agents?

To write self-contained TypeScript handler code for CEF agents, you create fully inline handler files that run in V8 isolates. These files access the runtime context directly without external dependencies, using in-file helpers for logic.

What is the Context API surface available for inline CEF agent programming?

The Context API surface for inline CEF agent programming provides access to context.models, context.agents, context.cubbies, context.streams, context.rafts, context.image, context.emit, context.fetch, context.workspace, and context.log for orchestration.

How do I generate a complete CEF project from natural language goals?

You generate a complete CEF project from natural language goals by leveraging the skill's project generation capabilities. This creates end-to-end workspaces, streams, cubbies, and deployments directly from your specified objectives.

Can I test generated CEF projects locally before deployment?

Yes, you can test generated CEF projects locally before deployment. You run the `cef dev` command to start a local CEF dev server, allowing you to build and test fully inline handler-based projects.

How does multi-agent orchestration work across CEF entity hierarchies?

Multi-agent orchestration across CEF entity hierarchies works by wiring together workspaces, streams, cubbies, rafts, agents, tasks, and engagements. This structure coordinates multiple agents to deliver end-to-end workflows.

Do I need external dependencies to run inline CEF agent handlers?

No, you do not need external dependencies to run inline CEF agent handlers. The skill enforces strict inline code and in-file helpers, ensuring handlers operate with only the runtime context access in V8 isolates.