Discover Content & media skills, compare source repositories and read the instructions for each workflow.
Work with Jmix CollectionLoader, loadDelegate, and LoadContext for custom data loading. Use this skill when implementing custom query logic in views. Use this skill when applying hints to control query behavior...
Create responsive layouts that adapt seamlessly across mobile, tablet, and desktop screen sizes. Use this skill when implementing mobile-first layouts or breakpoint-based responsive designs. Use this skill when...
Reference and adhere to the project's technical stack including frameworks, languages, tools, and dependencies. Use this skill when choosing libraries, frameworks, or tools for implementing features. Use this s...
Write minimal, helpful code comments that explain logic without cluttering the codebase. Use this skill when deciding whether to add comments to code. Use this skill when writing self-documenting code with clea...
Create and manage database migrations following best practices for safe schema evolution. Use this skill when creating new database migration files for schema changes. Use this skill when modifying table struct...
Implement robust error handling strategies with user-friendly messages and graceful failure patterns. Use this skill when catching and handling exceptions or errors in any code. Use this skill when validating i...
Deploy Jmix/Vaadin applications with Kamal 2 to production servers. Use this skill when setting up Kamal configuration for new projects. Use this skill when deploying new versions to production. Use this skill...
Work with soft-deleted entities in Jmix applications. Use this skill when implementing features that need to show or hide soft-deleted records. Use this skill when bypassing soft deletion filtering to include d...
Follow general development conventions for project organization, documentation, version control, and team collaboration. Use this skill when organizing project files and directory structures. Use this skill whe...
Dynamically style Vaadin Grid/DataGrid rows based on entity data. Use this skill when highlighting rows based on conditions (e.g., deleted, overdue, warning states). Use this skill when applying custom CSS to g...
Write clean, consistent code following project-wide coding style conventions and formatting standards. Use this skill when writing any code in any language or file type throughout the project. Use this skill wh...
Implement comprehensive input validation on both client and server sides with clear error feedback. Use this skill when validating user input in forms, API endpoints, or data processing. Use this skill when imp...
Write secure, performant database queries following best practices for data retrieval and manipulation. Use this skill when writing SQL queries, ORM query methods, or database query builders. Use this skill whe...
Build accessible user interfaces that work for all users including those using assistive technologies. Use this skill when creating or modifying UI components, forms, or interactive elements. Use this skill whe...
Write and maintain CSS following the project's chosen CSS methodology and design system. Use this skill when adding styles to components using Tailwind, CSS modules, styled-components, or other CSS approaches....
Add info icon buttons with help dialogs to Jmix views. Use this skill when adding contextual help to list views or complex forms. Use this skill when implementing the info icon pattern with message dialogs. Use...
Capture brainstorm discoveries that aren't in the plan — the thinking that makes this project unique
Two-phase codebase analysis. Phase 1: discover features from code. Phase 2: trace workflows.
Execute implementation plans one commit at a time. Follow the order from brainstorm, implement, test REAL, commit.
Autonomous overnight execution. Orchestrate subagents to implement a plan while human sleeps.
Workflow-first design through collaborative dialogue. Use before creating features, building components, or modifying behavior.
Research pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark. Use when (1) building physics-guided GNNs for power flow (PF), optimal power flow (OPF), or cascad...
Comprehensive IEEE PES paper review for Physics-Guided SSL GNN power grid research. Use when reviewing paper sections, checking claims against evidence, validating physics consistency (PF/Line Flow/Cascade), au...
Kumo development assistant for MySQL database management tool. Use when working on Kumo features, understanding architecture, writing tests, or navigating the codebase. Helps with React components, API endpoint...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.