One-click install
npx skills add https://github.com/GregoryHo/arcforge --skill arc-using
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: arc-using
Source: https://github.com/GregoryHo/arcforge/tree/main/skills/arc-using
Command: npx skills add https://github.com/GregoryHo/arcforge --skill arc-using

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill enforces a disciplined workflow by ensuring that relevant skills are invoked before any other action is taken, preventing unguided or undisciplined AI behavior.

Core Features & Use Cases

  • Mandatory Skill Invocation: Guarantees that if a skill might apply (even a 1% chance), it must be invoked.
  • Workflow Enforcement: Automates the process of checking and applying skills based on context, removing the need for manual command recall.
  • Use Case: When a user asks a question or provides a task, this skill ensures the AI first checks if any of its available skills are relevant to the request, thereby guiding the AI through a structured problem-solving process.

Quick Start

Use the arc-using skill to ensure the correct skill is invoked for the user's request.

Frequently Asked Questions about arc-using

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

FAQPage Schema
How do I enforce mandatory skill invocation for AI agents before executing tasks?

To enforce mandatory skill invocation for AI agents, you need a protocol that checks available skills against user input before any action. This ensures the AI identifies and applies relevant skills to maintain a structured, disciplined workflow.

What is contextual routing for AI assistant workflow discipline?

Contextual routing for AI assistant workflow discipline is the process of automatically checking and applying skills based on the context of a user request. It removes manual command recall by guiding the AI through a structured problem-solving process.

How do I stop unguided AI behavior when responding to user input?

To stop unguided AI behavior when responding to user input, apply a strict skill invocation protocol that requires checking for relevant skills before taking action. This prevents undisciplined responses and ensures structured problem-solving.

When do I need a mandatory skill invocation protocol for my AI workflow?

You need a mandatory skill invocation protocol for your AI workflow when you must guarantee that any potentially relevant skill is utilized before responding. If a skill might apply even slightly, this protocol enforces its identification and usage.

Can I automate AI assistant skill selection based on user request context?

Yes, you can automate AI assistant skill selection by implementing a workflow enforcement mechanism. This automatically checks available skills against the user's request context, removing the need for manual command recall and guiding the AI.