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 skills add microwind/ai-skills --skill spring-bootgit clone --depth 1 https://github.com/microwind/ai-skillsWrote 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/microwind/ai-skills/spring-boot)<a href="https://agentmods.dev/skills/microwind/ai-skills/spring-boot"><img src="https://agentmods.dev/badge/skills/microwind/ai-skills/spring-boot/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/microwind/ai-skills/spring-boot"><img src="https://agentmods.dev/badge/skills/microwind/ai-skills/spring-boot.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00040 | $0.08056 |
| Opus 5.5 | $0.00016 | $0.03222 |
| Sonnet 5.5 | $0.00008 | $0.01611 |
| Haiku 4.5 | $0.00004 | $0.00806 |
Grade A, and why
Spring Boot应用开发 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 1mo ago.
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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
2 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.
- 1mo ago First seen · 1,102 lines · 40 tokens per session scan A 1da731129498
Spring Boot应用开发 is a skill published in the GitHub repository microwind/ai-skills (88 stars, last pushed 4mo ago), with no licence file. It adds 40 tokens to every session and 8,056 once invoked, about $0.0002 per session on Opus 5.5. 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.
Other skills, from other repositories
claudehut-workflow
Use when a Java/Spring change needs a planned multi-step task - deciding between the direct, light and full routes, opening, resuming or closing a ClaudeHut task, or checking which phase skill comes next. Re-anchor mid-session with /claudehut:claudehut-workflow.
java-spring
Build and upgrade Java/Spring services with explicit transaction, concurrency and deployment contracts. Use when implementing Spring Boot APIs, data access or jobs; verify JDK/framework/build-tool compatibility and preserve the application architecture.
quarkus-service-architecture
Use when building or extending a Java service with Quarkus - layered architecture, JAX-RS resources, CDI beans, Panache persistence, and native-friendly patterns.
spring-boot-fallback
Use when Java is chosen but Quarkus does not fit - build the service with Spring Boot using the same clean layering, only when a required library lacks a Quarkus extension or the repo already standardizes on Spring.
backend-language-decision
Use when starting a backend task that could be built in more than one language - follow the repository's stack, or for a greenfield service choose between Go, Java, C#/.NET, TypeScript on Node.js and Rust from the task's shape.
vigilante-issue-implementation-on-java-kotlin
Implement a GitHub issue end-to-end when Vigilante dispatches work for a Java or Kotlin repository with JVM build-tool, style, and secure-coding guidance.