Guide Claude on using Vaadin 25 data providers efficiently for Grid, ComboBox, and other listing components. This skill should be used when the user asks to "load data into a grid", "use a data provider", "lazy load data", "paginate grid data", "filter a grid", "sort a grid", "use setItems", "use CallbackDataProvider", "bind a Spring service to a grid", "use setItemsPageable", or needs help with in-memory vs lazy data binding, filtering, sorting, or custom data providers in Vaadin Flow.
68
82%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is an excellent skill description that clearly defines its scope (Vaadin 25 data providers), lists specific capabilities, and provides comprehensive trigger terms in a well-structured 'Use when' clause. The description uses proper third-person voice and covers both broad concepts (lazy loading, filtering, sorting) and specific API references (CallbackDataProvider, setItemsPageable). It would be very effective for skill selection among a large pool of skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description lists multiple specific concrete actions: using data providers for Grid/ComboBox, lazy loading, pagination, filtering, sorting, using setItems, CallbackDataProvider, binding Spring services, setItemsPageable, and in-memory vs lazy data binding. These are highly specific capabilities. | 3 / 3 |
Completeness | Clearly answers both 'what' (guide on using Vaadin 25 data providers for Grid, ComboBox, and listing components) and 'when' (explicit 'This skill should be used when...' clause with extensive trigger phrases). The when clause is thorough and explicit. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms users would actually say: 'load data into a grid', 'lazy load data', 'paginate grid data', 'filter a grid', 'sort a grid', 'use setItems', 'use CallbackDataProvider', 'bind a Spring service to a grid', 'use setItemsPageable'. These are realistic phrases a Vaadin developer would use. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with a clear niche: Vaadin 25 data providers specifically. The mention of Vaadin-specific APIs (CallbackDataProvider, setItemsPageable, Vaadin Flow) and component names (Grid, ComboBox) makes it very unlikely to conflict with other skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
64%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong, highly actionable reference skill for Vaadin data providers with excellent executable code examples covering both Spring and non-Spring approaches. Its main weaknesses are its length (could benefit from splitting into overview + reference files) and some minor verbosity in explanatory text. The decision-making guidance (when to use in-memory vs lazy) is helpful but the document would benefit from a clearer decision flowchart or workflow structure.
Suggestions
Split detailed sections (ComboBox, custom DataProvider class, reuse patterns) into separate reference files and link from the main SKILL.md to improve progressive disclosure.
Add a brief decision flowchart or table at the top summarizing when to use each approach (in-memory vs setItemsPageable vs callback) to improve workflow clarity.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient with good code examples, but includes some unnecessary explanations (e.g., explaining what lazy loading means, explaining what Comparable types are, the Lombok note). The `Slice` vs `Page` callout and some contextual sentences could be tightened. However, most content earns its place given the breadth of the topic. | 2 / 3 |
Actionability | Excellent actionability throughout — every section provides fully executable Java code with realistic service method signatures, repository patterns, and view integration. The examples are copy-paste ready and cover both Spring and non-Spring approaches with concrete method signatures. | 3 / 3 |
Workflow Clarity | The skill covers multiple distinct tasks (in-memory vs lazy, filtering, sorting, ComboBox, etc.) with clear organization, but there's no explicit workflow sequence for common end-to-end scenarios. For a reference-style skill this is acceptable, but the best practices section lists guidelines without connecting them into a decision workflow. No validation/verification steps are provided for potentially problematic operations like identity configuration. | 2 / 3 |
Progressive Disclosure | The content is well-structured with clear headers and logical sections, but it's a long monolithic document (~200+ lines) with no references to external files. Topics like the custom DataProvider class, ComboBox patterns, and the reuse patterns could be split into separate reference files. For a standalone skill with no bundle, the inline organization is decent but could benefit from splitting. | 2 / 3 |
Total | 9 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 10 / 11 Passed | |
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Table of Contents
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