Incrementally implement new features in Java repositories from natural language descriptions. Use when adding functionality to existing Java codebases (Maven or Gradle projects). Takes a feature description as input and outputs modified repository with implementation code, corresponding JUnit tests, and verification that all tests pass. Supports method additions, new class creation, and method modifications with proper Java conventions.
91
88%
Does it follow best practices?
Impact
99%
1.04xAverage score across 3 eval scenarios
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 a strong skill description that clearly articulates what the skill does (incremental Java feature implementation with tests) and when to use it (adding functionality to Maven/Gradle Java projects). It uses third person voice correctly, includes specific technical terms users would naturally mention, and carves out a distinct niche that won't conflict with general coding assistance skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'method additions, new class creation, and method modifications' plus outputs 'implementation code, corresponding JUnit tests, and verification that all tests pass'. Clear, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what ('implement new features', 'outputs modified repository with implementation code, JUnit tests') AND when ('Use when adding functionality to existing Java codebases'). Explicit trigger guidance is present. | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'Java', 'feature', 'Maven', 'Gradle', 'JUnit tests', 'new class', 'method'. Good coverage of terms developers naturally use when requesting feature implementation. | 3 / 3 |
Distinctiveness Conflict Risk | Clear niche targeting Java-specific feature implementation with Maven/Gradle projects. The combination of 'Java repositories', 'JUnit tests', and 'Maven or Gradle' creates distinct triggers unlikely to conflict with generic coding skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill provides comprehensive, actionable guidance for implementing Java features with strong workflow clarity and executable code examples. However, it's overly verbose for Claude's capabilities, explaining standard Java conventions and project structures that Claude already knows. The content would benefit from being more concise and splitting detailed patterns into separate reference files.
Suggestions
Remove explanations of basic Java concepts Claude already knows (e.g., standard project structure, what Javadoc is, basic naming conventions)
Extract the 'Implementation Patterns' section into a separate PATTERNS.md file and reference it from the main skill
Condense the 'Tips' section - many items are standard development practices Claude already follows
Remove redundant code structure examples that repeat the same patterns shown in the workflow steps
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is moderately verbose with some unnecessary explanations (e.g., explaining basic project structure, standard Java conventions Claude already knows). The implementation patterns section repeats concepts already covered in the workflow, and some code examples could be more condensed. | 2 / 3 |
Actionability | Provides fully executable code examples throughout, including complete Java implementations, JUnit test classes, and specific Maven/Gradle commands. Code is copy-paste ready with proper imports and structure. | 3 / 3 |
Workflow Clarity | Clear 8-step workflow with explicit validation checkpoints in step 7 (Run and Verify Tests) including a feedback loop: 'If tests fail: 1. Read the failure message... 5. Repeat until all tests pass.' Step 8 provides final validation checks. | 3 / 3 |
Progressive Disclosure | Content is well-structured with clear sections, but it's a monolithic document (~300 lines) that could benefit from splitting implementation patterns and detailed examples into separate reference files. No external file references are provided. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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