What is the primary purpose of the analyze-issue skill?

It provides a structured, evidence-based workflow for analyzing and triaging GitHub issues specifically for the Apache ShardingSphere project.

Does this skill automatically fix bugs in the repository?

No, it is an analysis-only tool designed to identify root causes and provide design suggestions; it does not modify repository files unless explicitly requested.

Which sources does the skill use for its analysis?

It relies strictly on official Apache ShardingSphere documentation, repository source code, and the target GitHub issue content to ensure accuracy and project alignment.

How does it differentiate between a Bug and a Documentation Gap?

It follows a conflict resolution rule: if code violates documented behavior, it's inferred as a Bug; if the code's behavior is intentional but the docs are outdated, it's classified as a Documentation Gap.

What information is required for a high-confidence analysis?

A high-confidence report requires the ShardingSphere version, deployment mode (JDBC/Proxy), database type, minimal reproducible SQL, and configuration files.

ShardingSphere Issue Analyzer

Name: ShardingSphere Issue Analyzer
Author: apache

byapache

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20,697

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数据库管理

Conducts root-cause-first analysis of Apache ShardingSphere GitHub issues using a standardized, evidence-based workflow.

The analyze-issue skill provides a specialized framework for Claude to investigate, triage, and analyze community issues within the Apache ShardingSphere repository. It enforces a strict evidence-first policy, requiring traceable observations from official documentation and source code before reaching conclusions. By categorizing issues into Bugs, Enhancements, or Questions and enforcing a specific reporting structure—including topology checks, regression scopes, and label recommendations—it ensures that contributors and maintainers receive high-quality, actionable technical reports that align with ShardingSphere's community standards.

主要功能

0120,697 GitHub stars

02Deployment topology verification for JDBC, Proxy, and Governance modes

03Automated issue triage across Bug, Question, and Enhancement categories

04Standardized multi-section reporting with severity and impact labeling

05Evidence-based root cause analysis with traceable observation markers

06Comprehensive compatibility and regression scope checklists for technical proposals

使用场景

01Triaging community-reported GitHub issues for Apache ShardingSphere

02Proposing code-level design changes for new database middleware features

03Identifying root causes for complex SQL parsing or routing errors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add apache/shardingsphere analyze-issue

For use in Claude.ai and ChatGPT

Download Skill