Apache ShardingSphere is a database enhancement layer that makes heterogeneous databases easier to access and govern as a unified system, without replacing the underlying databases. It supports distributed database capabilities such as sharding, read-write splitting, SQL federation, encryption, masking, auditing, and traffic control for enterprise data architectures.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/apache/shardingsphere/coding-standardsnpx skills add apache/shardingsphere --skill coding-standardsgit clone --depth 1 https://github.com/apache/shardingsphereWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/apache/shardingsphere/coding-standards)<a href="https://agentmods.dev/skills/apache/shardingsphere/coding-standards"><img src="https://agentmods.dev/badge/skills/apache/shardingsphere/coding-standards.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00089 | $0.01243 |
| Opus 5 | $0.00044 | $0.00622 |
| Sonnet 5 | $0.00018 | $0.00249 |
| Haiku 4.5 | $0.00009 | $0.00124 |
Grade A, and why
coding-standards scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Coding Standards
Use this Skill in exactly one of the following modes. Both modes derive compliance only from written standards that actually apply to the target files.
Implementation Guidance Mode
Use this mode when implementing, fixing, refactoring, or reviewing code unless the user explicitly requests a standalone coding-standards compliance audit.
- Before starting a read-only code review or making the first write in an implementation task, read the portions of
CODE_OF_CONDUCT.md, repository-level and path-levelAGENTS.md, Checkstyle, Spotless, and other written repository standards that actually apply to every affected file. - Before the first write, record a compact applicable-rule checklist; group files governed by the same rules instead of repeating the checklist.
- For every affected Java file, read the Java naming and Lombok rules through EOF and add each applicable rule to the checklist.
- For every affected Java file, read the Java expression rules through EOF and add each applicable rule to the checklist.
- For every affected implementation artifact, read the defensive-code rules through EOF and add each applicable rule to the checklist.
- Determine whether each rule governs all existing code or only code that is new, modified, touched, submitted, or generated by Codex.
- Apply every applicable rule to each modified file within the task's authorized scope.
- After the last write, manually recheck the effective task delta and only the surrounding declarations needed to evaluate every applicable checklist rule.
- For Java, explicitly verify every applicable
CODE_OF_CONDUCT.mdcoding rule, including declaration order; when a method uses private helpers, verify that those helpers immediately follow the caller and appear in the caller's call order, regardless of the caller's visibility. - For Java, explicitly verify every applicable Java naming and Lombok rule against the effective task delta and the surrounding declarations needed to resolve semantic applicability.
- For Java, explicitly verify every applicable Java expression rule against the effective task delta and the declarations needed to resolve named constants.
- Explicitly verify every applicable defensive-code rule against the effective task delta and the contracts, producers, consumers, and supported paths needed to determine whether each defensive construct has qualifying evidence.
- Treat passing Checkstyle and Spotless as evidence only for the rules those tools enforce; neither result replaces the manual recheck.
- A later write invalidates final-check evidence only for affected files and rules; recheck those portions before verification or handoff.
- Do not create rules from personal preference, general clean-code principles, or nearby code.
- Do not scan for or report pre-existing violations outside the current task scope.
- Run the applicable formatting and standards checks required by the repository workflow.
- Do not run
apply,format, or another file-modifying command unless the current task authority and repository rules authorize every possible write. - Do not build a complete file inventory or perform physical-line accounting in this mode.
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · +9 lines · +5 tokens per session 4782e1bd0f54
- yesterday First seen · 69 lines · 84 tokens per session scan A 190b4a7af6c7
coding-standards is a skill published in the GitHub repository apache/shardingsphere (20,793 stars, last pushed today), licensed Apache-2.0. It adds 89 tokens to every session and 1,243 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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