shardingsphere

Used to analyze Apache ShardingSphere community issues. Emphasizes root-cause-first and evidence-first classification before conclusions, and by default produces copy-ready GitHub issue replies in the voice of an Apache ShardingSphere community maintainer followed by reference analysis for traceability.

Generate standard unit tests for one or more target classes in Apache ShardingSphere; by default, target 100% class/line/branch coverage and pass quality gates; perform explicit merge analysis, suitability filtering, and refactor optimization for parameterized tests.

Review Apache ShardingSphere pull requests and PR discussions from public evidence. Use for code-correctness or mergeability decisions, CI-focused review, root-cause and regression analysis, complete consolidated findings, copy-ready committer feedback, challenged findings, multi-round review, and the repository completion loop's Local Candidate Preflight Mode.