根据确定性复合热点评分（近期权重变更×认知复杂度×JaCoCo覆盖率缺口）对Java文件、方法和REST API端点进行排序，以优先生成测试。也是一个Claude Code技能/插件。
这是一个专为Java项目设计的AI代理技能，用于分析和排序代码库中的热点（Hotspot）。它通过一个确定性复合热点评分模型，综合考量代码变更的近期频率（recency-weighted churn）、代码的认知复杂度（cognitive complexity）以及JaCoCo测试覆盖率中的缺口（coverage gap），从而为开发者和AI代理（如Claude Code）提供明确的优先级指导。该技能直接集成到Claude Code等工具中，帮助团队聚焦于最需要测试覆盖或重构的代码区域，提高软件质量和开发效率。其核心优势在于提供了一种可重复、无偏见的量化方法，避免了主观判断，特别适合持续集成和大型代码库的测试生成优化。
npx skills add baekchangjoon/hotspot-analysisInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
通过确定性复合热点评分（近期权重变更 × 认知复杂度 × JaCoCo 覆盖率缺口）对 Java 文件、方法和 REST API 端点进行排序，以优先生成测试。同时也是一个 Claude Code 技能/插件。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.