Skill UI

A state-of-the-art memory search engine providing multi-faceted retrieval strategies. It supports default dense semantic matching, advanced hybrid search (sparse + dense with RRF), deep multi-hop Graph RAG for complex reasoning, and 'Smart' search utilizing query expansion, recency boosting, and MMR diversity reranking. Ideal for retrieving nuanced, diverse, and time-sensitive information from large, complex knowledge bases across multiple namespaces.

This file is dedicated to handling Japanese translations for the 'messages-ops' component. It currently acts as a localization placeholder, indicating that the full Japanese translation is under active implementation. Users should refer to the original English skill file for the core functionality and detailed usage instructions.

This tool automates the creation of new, sequentially numbered database migration scripts. It generates paired 'up' and 'down' SQL files for managing schema changes, such as creating tables, adding/modifying columns, or creating indexes. It ensures idempotency and maintains a consistent migration history.

This tool validates all pending database migrations to ensure correctness, safety, and adherence to best practices. Use it before applying migrations to catch critical issues like broken foreign key references, incomplete rollback logic, unintended destructive operations (e.g., DROP TABLE), and naming convention violations. It checks for rollback completeness, schema integrity, and idempotency.

A comprehensive, end-to-end methodology designed for software engineers and AI agents to safely and systematically integrate machine learning models into existing non-ML codebases. It guides users through critical phases, including problem framing, data readiness, architectural decoupling (via APIs/services), baseline model implementation, and final MLOps pipeline setup.

This file is currently undergoing Japanese translation for the mle-workflow tool. The English version can be found in the original skill file.

Uses the Monitor tool to stream real-time events from a swarm system instead of inefficient polling. It provides live observability for key actions like agent spawns, task completions, memory writes, and health status. This is ideal for continuous monitoring and debugging of complex, distributed processes.

This file serves as a placeholder indicating that the Japanese translation for the 'motion-advanced' skill is currently under development. Users should consult the original English skill file for the definitive functionality and usage guide, as this translation is not yet functional.

This file serves as a placeholder indicating that Japanese localization for the 'motion-foundations' skill is currently in progress. Users should refer to the original English skill file for comprehensive functionality details and usage instructions.

This file is currently undergoing Japanese localization. It serves as a placeholder for the Japanese translation of the motion-patterns skill. Users should refer to the original English skill file for the latest functionality and details.

This file is designated as the Japanese localization resource for the Motion UI component. It is currently under active translation and implementation. Users should refer to the original skill file for the English version or the final functional skill.

This file is currently undergoing Japanese localization for MySQL patterns. It serves as a placeholder indicating that the Japanese translation is in progress. Users should refer to the original English skill file for implementation details.