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 znlgis/opengis-skills --skill geoserver-cloudgit clone --depth 1 https://github.com/znlgis/opengis-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/znlgis/opengis-skills/geoserver-cloud)<a href="https://agentmods.dev/skills/znlgis/opengis-skills/geoserver-cloud"><img src="https://agentmods.dev/badge/skills/znlgis/opengis-skills/geoserver-cloud/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/znlgis/opengis-skills/geoserver-cloud"><img src="https://agentmods.dev/badge/skills/znlgis/opengis-skills/geoserver-cloud.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 146 Docker image references without a specific tag (:latest is implicit) or digest (@sha256:...) can be silently replaced by a malicious image.Fix: Pin the image: image:tag or image@sha256:abc123
- medium Data Exfiltration · line 186 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00049 | $0.02082 |
| Opus 5 | $0.00024 | $0.01041 |
| Sonnet 5 | $0.00010 | $0.00416 |
| Haiku 4.5 | $0.00005 | $0.00208 |
Grade A, and why
geoserver-cloud scanned grade A with 1 finding 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 yesterday.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -u admin:geoserver http://localhost:9090/geoserver/rest/about/version.json How it starts
The opening of the file, as written. The whole thing — 241 lines — stays where its author put it; the contents beside it link to each section on GitHub.
项目地址： https://github.com/geoserver/geoserver-cloud
官方文档： https://geoserver.org/geoserver-cloud/
Docker Hub： https://hub.docker.com/u/geoservercloud
许可证： GPL-2.0
概述
GeoServer Cloud（GS Cloud）：
- 微服务架构：每种 OGC 服务为独立 Spring Boot 应用
- 配置同步：
spring-cloud-bus+ RabbitMQ 实时同步 - 配置后端：本地目录 / PgConfig（推荐） / JDBCConfig
- 可观测：Actuator + Prometheus + Sleuth Tracing
- 容器友好：官方镜像、Helm Chart、docker-compose
- 完全兼容社区版：相同 Web UI、SLD、数据存储
服务拆分
| 服务 | 镜像 | 用途 |
|---|---|---|
gateway |
geoservercloud/geoserver-cloud-gateway |
网关 |
discovery |
geoservercloud/geoserver-cloud-discovery |
服务发现 |
config |
geoservercloud/geoserver-cloud-config |
配置中心 |
web-ui |
geoservercloud/geoserver-cloud-webui |
管理界面 |
rest |
geoservercloud/geoserver-cloud-rest |
REST API |
wms |
geoservercloud/geoserver-cloud-wms |
WMS |
wfs |
geoservercloud/geoserver-cloud-wfs |
WFS |
wcs |
geoservercloud/geoserver-cloud-wcs |
WCS |
wps |
geoservercloud/geoserver-cloud-wps |
WPS |
gwc |
geoservercloud/geoserver-cloud-gwc |
瓦片缓存 |
快速启动（docker-compose）
git clone https://github.com/geoserver/geoserver-cloud.git
cd geoserver-cloud/compose
docker compose -f compose.yml -f catalog-pgconfig.yml up -d
# Gateway: http://localhost:9090/geoserver
配置后端
| 后端 | 适用场景 |
|---|---|
| datadir | 共享卷（NFS/PVC），简单 |
| pgconfig | 生产推荐，强一致 |
| jdbcconfig | 旧方案，已被替代 |
启用 PgConfig：
GEOSERVER_BACKEND_PGCONFIG_ENABLED: "true"
GEOSERVER_BACKEND_PGCONFIG_JDBCURL: "jdbc:postgresql://pg:5432/gsconfig"
GEOSERVER_BACKEND_PGCONFIG_USERNAME: "gs"
GEOSERVER_BACKEND_PGCONFIG_PASSWORD: "gs"
Kubernetes（Helm）
helm repo add geoserver-cloud https://geoserver.github.io/geoserver-cloud/
helm install gs geoserver-cloud/geoserver-cloud \
-n gis --create-namespace \
--set rabbitmq.enabled=true \
--set postgresql.enabled=true \
--set wms.replicaCount=3 \
--set wfs.replicaCount=2
kubectl scale deploy gs-wms -n gis --replicas=10
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.
- 8d ago Changed c173148fe551
- 12d ago First seen · 241 lines · 49 tokens per session scan A 65c62c445d8a
geoserver-cloud is a skill published in the GitHub repository znlgis/opengis-skills (60 stars, last pushed 2d ago), licensed MIT. It adds 49 tokens to every session and 2,082 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
design-patterns
Common design patterns with Java examples (Factory, Builder, Strategy, Observer, Decorator, etc.). Use when user asks "implement pattern", "use factory", "strategy pattern", or when designing extensible components.
spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns. Use for building enterprise Java applications with Spring Boot.
jpa-patterns
JPA/Hibernate patterns and common pitfalls (N+1, lazy loading, transactions, queries). Use when user has JPA performance issues, LazyInitializationException, or asks about entity relationships and fetching strategies.
quarkus-kubernetes-native
Deploy container-first Quarkus applications on Kubernetes with fast startup, low memory, native images, and health probes. Use when Quarkus is chosen specifically for cloud/Kubernetes efficiency over Spring Boot.
senior-java
World-class Java and Spring Boot development skill for enterprise applications, microservices, and cloud-native systems. Expertise in Spring Framework, Spring Boot 3.x, Spring Cloud, JPA/Hibernate, and reactive programming with WebFlux. Includes project scaffolding, dependency management, security implementation, and…
senior-java
World-class Java and Spring Boot development skill for enterprise applications, microservices, and cloud-native systems. Expertise in Spring Framework, Spring Boot 3.x, Spring Cloud, JPA/Hibernate, and reactive programming with WebFlux. Includes project scaffolding, dependency management, security implementation, and…