How does it differentiate between a Skill and an Agent?

It looks for signals like 'methodology' or 'best practice' for Skills, whereas it identifies 'autonomous' or 'multi-step' tasks as candidates for Agents.

Can this skill handle requirements that need multiple components?

Yes, it recognizes combination patterns, such as a 'Command + Hook' for user-triggered workflows that require automated validation.

What is the primary purpose of the phase-semantic skill?

It acts as Phase 2 of a development workflow, analyzing user requests to decide which architectural component type is best suited for a specific task.

When should I use an MCP versus a Skill?

The skill classifies requests as MCPs when external API integration or server connectivity is required, whereas Skills are used for internal knowledge and methodology.

Semantic Component Classifier

Name: Semantic Component Classifier
Author: chkim-su

bychkim-su

0•

Productividad y Flujo de Trabajo

Analyzes user requirements to determine the optimal architectural component type—Skill, Agent, Command, Hook, or MCP—for implementation.

The phase-semantic skill serves as the intelligent decision engine for the Forge2 assistant workflow, systematically evaluating user intent to categorize tasks into the most effective implementation pattern. By utilizing a specialized decision matrix and keyword analysis, it distinguishes between reusable knowledge (Skills), autonomous multi-step tasks (Agents), user-triggered actions (Commands), event-driven enforcement (Hooks), and external tool integrations (MCPs). This standardized approach ensures that every developer request is mapped to the correct structural framework, maximizing both code maintainability and execution efficiency.

Características Principales

01Standardized state management for multi-phase developer workflows

02Automated component type selection via a specialized decision matrix

03Support for complex combination patterns like Skill + Agent workflows

040 GitHub stars

05Keyword-based intent analysis for architectural consistency

06Built-in disambiguation logic to resolve conflicting requirements

Casos de Uso

01Determining if a new feature should be built as an autonomous Agent or a reusable Skill guide

02Streamlining the transition from initial project scoping to technical implementation

03Identifying when a project requirement needs a Hook for mandatory policy enforcement

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chkim-su/forge2 phase-semantic

For use in Claude.ai and ChatGPT

Download Skill