Repository
apache/shardingsphere agent skills
- skills
- 5
- GitHub stars
- 21k
GitHub description: “Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.”
- Stars
- 20,804 (6,905 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Jan 2016
- database
- distributed-database
- distributed-sql-database
- sql
- shard
- database-cluster
- mysql
- postgresql
- encrypt
- bigdata
- data-encryption
- data-pipeline
- database-middleware
- distributed-transaction
- read-write-splitting
- database-gateway
Install all skills
npx skills add apache/shardingsphereAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in apache/shardingsphere, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Review Apache ShardingSphere or user-authorized downstream pull requests and PR discussions from public or authorized repository evidence. | apache/ | 21k | — | ~6.4k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Implement, fix, refactor, or remove repository code under required scope, non-regression, verification, and review gates. | apache/ | 21k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Apply Apache ShardingSphere's written coding standards when explicitly requested, or when code-implementation routes task-changed production, test, script, build, generated, or Maven POM artifacts… | apache/ | 21k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | 4.Gen Ut Generate standard unit tests for one or more target classes in Apache ShardingSphere; cover requested behavior and every affected SUT-owned branch, enforce an explicitly requested numeric coverage… | apache/ | 21k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Used to analyze Apache ShardingSphere community issues. An agent skill from apache/shardingsphere. | apache/ | 21k | — | ~6.5k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill in apache/shardingsphere?
Review PR from apache/shardingsphere ranks first of the 5 skills in apache/shardingsphere listed here, with the highest score: its repository has 21k GitHub stars, its SKILL.md loads about 6.4k tokens and it passes the automated safety check with no findings. Next come Code Implementation and Coding Standards.
Are the skills in apache/shardingsphere official?
None yet. All 5 skills in apache/shardingsphere listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from apache/shardingsphere?
Run npx skills add apache/shardingsphere in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.