skills.rest
apacheapacheOfficial·5 Agent Skills Included

shardingsphere

AI-assisted coding, testing, and review for ShardingSphere contributors

Guides AI agents through safe code changes, unit test generation, PR reviews, and issue triage for the Apache ShardingSphere distributed database project. Enforces strict scope, evidence, and non-regression gates so agents never make unauthorized edits, Git mutations, or unverified claims. Produces copy-ready maintainer replies, formal review verdicts, and 100% coverage unit tests that pass project quality checks.
20,786|6,905
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npx skills add apache/shardingsphere --all -g -y
Available:

Tells the AI agent which repository skills and rule files to load before writing code, and enforces strict read-only, authorization, and Git safety boundaries for every task.

All Skills in This Repository (5)

Pure Emerald Level Indicators
📦 In Repo
apacheapache

analyze-issue

Analyze ShardingSphere GitHub issues to identify root causes with evidence.

Official
Advanced
📦 In Repo
apacheapache

gen-ut

Generate standard unit tests for Apache ShardingSphere target classes.

Official
Advanced
📦 In Repo
apacheapache

review-pr

Review Apache ShardingSphere PRs and issue a definitive Merge Verdict.

Official
Advanced
📦 In Repo
apacheapache

coding-standards

Apply Apache ShardingSphere coding standards during implementation or audit code compliance read-only.

Official
Advanced
📦 In Repo
apacheapache

code-implementation

Implements repository code changes under scope, non-regression, and verification gates.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install ShardingSphere agent skills?▼

Run `npx skills add apache/shardingsphere --all -g -y` in your terminal to install all skills in this suite globally.

What do the ShardingSphere AI skills do?▼

They let your AI agent implement code changes, generate unit tests, review pull requests, and draft maintainer replies for issues, all under strict evidence and safety rules.

Can AI generate unit tests for ShardingSphere classes?▼

Yes. The gen-ut skill creates JUnit 5 tests targeting 100% class, line, and branch coverage, with parameterized test optimization and quality gate checks.

How does AI review ShardingSphere pull requests?▼

The review-pr skill checks the latest PR head against repository rules, proves every finding with evidence, and returns a copy-ready Mergeable or Not Mergeable verdict.

Do these skills work with Codex and Claude Code?▼

Yes. The skills follow the standard SKILL.md format and include routing guides for Codex, and they also load in Claude Code and other compatible agents.

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