outsourcing-core

Route tasks to specialized local AI CLIs via MCP integration.

1|Updated Nov 14, 2025
One-click install
npx skills add https://github.com/inchan/cc-skills --skill outsourcing-core
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: outsourcing-core
Source: https://github.com/inchan/cc-skills/tree/main/plugins/outsourcing/skills/outsourcing-core
Command: npx skills add https://github.com/inchan/cc-skills --skill outsourcing-core

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Outsourcing Core Skill automates delegating complex tasks to local AI CLIs, reducing manual effort and enabling specialized AI capabilities.

Core Features & Use Cases

  • Automatic activation plan: v0.1.0 triggers on /outsource; v0.2.0+ will analyze task to pick best CLI.
  • CLI selection guide: 4-column table ranking CLIs per task type; auto recommendations.
  • MCP integration: list and use local AIs via MCP tools.
  • Example workflows: code generation (Codex), architecture analysis (Claude), etc.
  • Error handling: MCP and CLI installation / API key issues.

Quick Start

Type /outsource with your task to trigger delegation; the Skill will analyze the task, recommend a CLI, confirm, and pass it to the selected CLI.

Frequently Asked Questions about outsourcing-core

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

FAQPage Schema
How do I delegate tasks to specialized AI CLIs automatically?

Outsourcing Core automates task delegation to local AI CLIs by analyzing task complexity and routing work to the most suitable CLI via MCP. Type /outsource with your task; the Skill analyzes it, recommends the best CLI, and coordinates execution with error handling and fallbacks.

Can I use multiple local AI CLIs for different task types?

Yes. Outsourcing Core ranks local AI CLIs per task type using a 4-column selection guide, automatically recommending the best CLI for code generation, architecture analysis, and other specialized tasks through MCP integration.

What happens if an AI CLI or MCP tool isn't installed?

Outsourcing Core includes error handling for MCP and CLI installation issues, API key problems, and other failures. It provides fallback workflows and diagnostic information to help resolve missing dependencies.

How does task routing work to pick the right CLI?

The Skill analyzes task complexity and keywords to determine scope and scenarios, then selects the most suitable local CLI. It enforces activation conditions and provides a CLI recommendation flow before delegating via MCP.

Do I need to manually configure each AI CLI before outsourcing?

Outsourcing Core lists and coordinates local AIs through MCP integration, reducing manual setup. Version 0.2.0+ analyzes tasks automatically to pick the best CLI; v0.1.0 requires the /outsource command trigger.

What task types can be outsourced to different CLIs?

Outsourcing Core supports code generation, architecture analysis, and other specialized workflows. It provides example workflows showing which CLI suits each task type, with auto-recommendations based on task analysis.