forge-routing

Route AI tasks to Forge skills based on intent detection and risk classification.

Updated Aug 27, 2026

Search Tags:#developer tools #routing #ai agent #workflow management #skill invocation #forge

Ready to run

npx skills add https://github.com/rahulsc/forge --skill forge-routing

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: forge-routing
Source: https://github.com/rahulsc/forge/tree/main/skills/forge-routing
Command: npx skills add https://github.com/rahulsc/forge --skill forge-routing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as the central router for all AI tasks within the Forge framework, ensuring that every action is directed to the appropriate specialized skill or workflow phase before any execution begins.

Core Features & Use Cases

Intent Detection: Analyzes user input to determine the core task intent (e.g., new feature, bug fix, refactor).
Risk-Aware Routing: Classifies the risk level of a task to select the appropriate workflow depth and ceremony.
Skill Invocation: Guarantees that the correct Forge skill is invoked based on intent and risk, preventing improvisation and enforcing structure.
Use Case: When a user says, "Fix the login bug," this skill first identifies the intent as a "Bug fix," then classifies the risk, and finally routes the task to forge:systematic-debugging to initiate the structured bug-fixing process.

Quick Start

Use the forge-routing skill to determine the correct Forge skill for the user's request to add a new API endpoint.

Frequently Asked Questions about forge-routing

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

FAQPage Schema

How does AI task routing work for development workflows?▼

AI task routing analyzes user messages to detect intent, such as a new feature or bug fix, and maps the request to the appropriate specialized skill and risk tier to select the correct workflow pipeline.

How do I route an AI bug fix request to the correct workflow?▼

To route an AI bug fix request, the system identifies the intent from the user input, classifies the risk level, and invokes the designated debugging skill to ensure the task follows a structured workflow.

What is risk classification in AI agent workflow management?▼

Risk classification in AI agent workflow management evaluates the risk level of a task to determine the appropriate workflow depth and ceremony required before execution begins.

Do I need specific dependencies to use intent detection for routing?▼

No specific dependencies are required to use intent detection for routing. The system operates internally by analyzing user messages to map task intents to specific skills and risk tiers.

When should I use automated skill invocation instead of manual selection?▼

Automated skill invocation should be used for all AI-assisted development tasks within the Forge framework to prevent improvisation, enforce structured workflows, and guarantee the correct skill is executed.

Can I route a new API endpoint request directly to a development skill?▼

Yes, you can route a new API endpoint request by using the routing skill to determine the correct specialized skill for the user's request to add a new feature.