forge-skill-orchestrator

Automate selection and loading of methodology and domain skills at task start.

15|2|Updated Feb 12, 2026

Search Tags:#workflow #tasks #orchestrator #claude-code #auto-discovery #domain-skills #phase-detection

Ready to run

npx skills add https://github.com/kousukef/forge --skill forge-skill-orchestrator-kousukef

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically determine and load the correct methodology and domain skills at the start of every task, reducing misconfigurations and speeding up AI-driven workflows.

Core Features & Use Cases

Phase-aware domain skill discovery with auto-discovery to detect relevant domain skills from project and global directories.
Read vs Skill-tool invocation: uses phase-aware context files when available and falls back to loading SKILL.md contents for complete guidance.
Seamless integration across design, spec, implement, review, test, and document phases, coordinating multiple sub-skills for end-to-end work.

Quick Start

Proactively invoke the orchestrator at the start of every task to ensure the correct methodologies and domain skills are loaded.

Frequently Asked Questions about forge-skill-orchestrator

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

FAQPage Schema

How do I auto-discover and load domain skills for AI workflow tasks?▼

To auto-discover domain skills for AI workflow tasks, use an orchestrator that detects relevant skills from project and global directories and loads them automatically at task start, reducing manual configuration errors.

What is phase-aware skill orchestration in Claude Code?▼

Phase-aware skill orchestration in Claude Code coordinates multiple sub-skills across design, spec, implement, review, test, and document phases, automatically selecting the correct methodology and context files for each specific workflow stage.

How do I coordinate multiple domain skills across different workflow phases?▼

To coordinate multiple domain skills across workflow phases, proactively invoke a phase-aware orchestrator at task start to ensure standardized prompts for sub-agents and seamless integration from brainstorming through documentation.

Can I use phase detection to select methodologies for brainstorming, implementation, and testing?▼

Yes, phase detection can select methodologies for brainstorming, implementation, and testing by automatically determining the correct workflow stage and loading the appropriate domain skills and context files for each phase.

What happens when domain skills lack phase-aware context files?▼

When domain skills lack phase-aware context files, the orchestrator falls back to loading the complete SKILL.md contents, ensuring full guidance and standardized prompts for sub-agents are still available during the workflow.

Do I need to manually configure sub-agent prompts for end-to-end AI task orchestration?▼

No, manual configuration of sub-agent prompts is unnecessary for end-to-end AI task orchestration because the orchestrator automatically generates standardized prompts and integrates domain auto-discovery to coordinate sub-skills across all phases.