Does this skill support languages other than English?

Yes, it includes native support for Korean keywords (like '만들어', '수정', '확인') to accurately classify intent for bilingual development teams.

What is the primary purpose of the Phase-Intent skill?

It analyzes user input to determine if the task requires creating new code, refactoring existing code, or verifying functionality, ensuring the AI assistant uses the correct specialized workflow.

How does it handle ambiguous requests?

It uses a weighted scoring system and checks for contextual signals like file paths; if the intent remains unclear, it defaults to a CREATE action or requests clarification.

What happens after the intent is classified?

The skill updates the internal workflow state and triggers the next specific phase, such as semantic analysis for creation/refactoring or the verification phase for testing.

Intent Classification Workflow

Name: Intent Classification Workflow
Author: chkim-su

bychkim-su

Productivity & Workflow

Categorizes user requests into specific development actions to streamline AI-assisted coding workflows.

About

The Phase-Intent skill serves as the foundational orchestration layer for development workflows, automatically analyzing user prompts to determine if the objective is to create new components, refactor existing code, or verify functionality. By utilizing a bilingual scoring system supporting English and Korean alongside contextual signal analysis, it ensures that Claude applies the correct logic and tools for the task at hand. This skill eliminates manual setup by transitioning seamlessly between specialized phases based on the detected intent, significantly improving the accuracy and speed of AI-driven code generation and maintenance.

Key Features

Automated categorization into CREATE, REFACTOR, or VERIFY workflows
Standardized YAML output for seamless integration with downstream phases
Bilingual intent detection supporting English and Korean keywords
Smart signal detection to differentiate between new builds and existing file modifications
Integrated workflow state management via Python scripts
0 GitHub stars

Use Cases

Optimizing AI response paths by skipping unnecessary analysis when only verification is required
Determining when a user wants to update a legacy function versus just checking it for bugs
Automatically routing a request to build a new UI component from scratch

About

Key Features

Automated categorization into CREATE, REFACTOR, or VERIFY workflows
Standardized YAML output for seamless integration with downstream phases
Bilingual intent detection supporting English and Korean keywords
Smart signal detection to differentiate between new builds and existing file modifications
Integrated workflow state management via Python scripts
0 GitHub stars

Use Cases

Optimizing AI response paths by skipping unnecessary analysis when only verification is required
Determining when a user wants to update a legacy function versus just checking it for bugs
Automatically routing a request to build a new UI component from scratch