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

생산성 및 워크플로

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

소개

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.

주요 기능

Standardized state management for multi-phase developer workflows
Automated component type selection via a specialized decision matrix
Support for complex combination patterns like Skill + Agent workflows
0 GitHub stars
Keyword-based intent analysis for architectural consistency
Built-in disambiguation logic to resolve conflicting requirements

사용 사례

Determining if a new feature should be built as an autonomous Agent or a reusable Skill guide
Streamlining the transition from initial project scoping to technical implementation
Identifying when a project requirement needs a Hook for mandatory policy enforcement

소개

주요 기능

Standardized state management for multi-phase developer workflows
Automated component type selection via a specialized decision matrix
Support for complex combination patterns like Skill + Agent workflows
0 GitHub stars
Keyword-based intent analysis for architectural consistency
Built-in disambiguation logic to resolve conflicting requirements

사용 사례

Determining if a new feature should be built as an autonomous Agent or a reusable Skill guide
Streamlining the transition from initial project scoping to technical implementation
Identifying when a project requirement needs a Hook for mandatory policy enforcement