Categorizes user requests into specific development actions to streamline AI-assisted coding workflows.
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
01Automated categorization into CREATE, REFACTOR, or VERIFY workflows
02Standardized YAML output for seamless integration with downstream phases
03Bilingual intent detection supporting English and Korean keywords
04Smart signal detection to differentiate between new builds and existing file modifications
05Integrated workflow state management via Python scripts
060 GitHub stars
Use Cases
01Optimizing AI response paths by skipping unnecessary analysis when only verification is required
02Determining when a user wants to update a legacy function versus just checking it for bugs
03Automatically routing a request to build a new UI component from scratch
