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hiroto0701
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forge-skill-orchestrator

Select methodology and domain-specific AI skills by task phase and file path patterns.

Updated Dec 4, 2025
Search Tags:#testing#debugging#workflow automation#code generation#ai agent#orchestration#skill management
One-click install
npx skills add https://github.com/hiroto0701/dotfiles --skill forge-skill-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: forge-skill-orchestrator
Source: https://github.com/hiroto0701/dotfiles/tree/main/private_dot_claude/skills/forge-skill-orchestrator
Command: npx skills add https://github.com/hiroto0701/dotfiles --skill forge-skill-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as the central nervous system for AI agentic workflows, intelligently determining the most appropriate methodology and domain-specific skills required for any given task, ensuring optimal AI performance and adherence to best practices.

Core Features & Use Cases

  • Dynamic Skill Selection: Automatically identifies and recommends skills based on the task's phase (e.g., implementation, debugging, review) and domain (e.g., Next.js frontend, Terraform infrastructure).
  • Methodology Enforcement: Integrates universal methodologies like Test-Driven Development and Systematic Debugging into the workflow.
  • Use Case: When you initiate a /implement command for a new feature in a Next.js application, this orchestrator will ensure that skills like test-driven-development, nextjs-frontend, and verification-before-completion are invoked.

Quick Start

Use the forge-skill-orchestrator skill to determine the correct skills for implementing a new feature in a TypeScript backend.

Frequently Asked Questions about forge-skill-orchestrator

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

FAQPage Schema
How does AI workflow orchestration select the right skills for a development task?▼

AI workflow orchestration selects skills by analyzing the task phase, such as implementation or debugging, and matching file path patterns to domain-specific skills like Next.js or Terraform for optimal development outcomes.

Can I automate Test-Driven Development enforcement across different frameworks?▼

Yes, you can automate Test-Driven Development enforcement by integrating universal methodology skills into your workflow, ensuring systematic debugging and verification are applied across diverse domains like TypeScript and Prisma.

What is dynamic skill discovery for AI agent code generation?▼

Dynamic skill discovery is the process of automatically identifying and recommending the most appropriate domain-specific AI skills required for a code generation task based on the current workflow phase and file paths.

How do I invoke domain-specific skills for a Next.js frontend implementation?▼

You invoke domain-specific skills by initiating a task command like implement, which triggers the orchestrator to automatically select and apply relevant skills such as nextjs-frontend and test-driven-development for the implementation phase.

Does the skill orchestrator support infrastructure as code workflows with Terraform?▼

Yes, the skill orchestrator supports infrastructure as code workflows with Terraform by dynamically discovering and selecting domain-specific skills tailored to infrastructure tasks during the implementation and review phases.

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