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云原生基础设施 · Infrastructure · fengshao1227 | DecimalAI

devopsby fengshao1227

云原生基础设施 · Infrastructure

fengshao1227/infrastructure

Source fengshao1227/ccg-workflow ↗License MIT

云原生基础设施。Kubernetes、Helm、Kustomize、Operator、CRD、GitOps、ArgoCD、Flux、IaC、Terraform、Pulumi、CDK。当用户提到 K8s、Helm、GitOps、IaC 时路由到此。

SkillScore96Maintained

Automatic

DevOps & SRE pack

Last verified 8/9/2026

What it changes

Passed 22 of 23 test cases with the skill, and 21 of 23 without it.

Without skill91%

With skill96%

Checks it passed that the model alone missed

Recommends organizing the multi-environment repository entry point around a clusters directory such as clusters/dev, clusters/staging, and clusters/production.

1 fixed21 passed either way1 still failing0 broke

Pass-rate lift: +4 pp
Tokens: +121%
Agent turns: 0%
Response time: +4%

Model gemini-3.6-flashMeasured 8/9/2026v122 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/fengshao1227-infrastructure/SKILL.md https://app.decimal.ai/s/fengshao1227-infrastructure/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add fengshao1227-infrastructure, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/fengshao1227-infrastructure/ and pins it in .decimal/skills.lock

decimalai skills add fengshao1227-infrastructure

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/fengshao1227-infrastructure/SKILL.md https://app.decimal.ai/s/fengshao1227-infrastructure/SKILL.md

Raw file: /s/fengshao1227-infrastructure/SKILL.md ↗ · machine-readable summary at /s/fengshao1227-infrastructure.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

We are evaluating continuous deployment tools for our Kubernetes clusters to transition to a GitOps model. Please provide a side-by-side comparative overview of ArgoCD and Flux, explain multi-environment directory structuring, and outline secret management options for Git-driven workflows.

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends organizing the multi-environment repository entry point around a clusters directory such as clusters/dev, clusters/staging, and clusters/production.	Missed	Passed
Recommends separating infrastructure and apps base and overlays under top-level fleet infrastructure paths rather than nesting environment overlays under individual application directories.	Passed	Passed
Notes that ArgoCD includes a built-in Web UI while Flux relies on external UI tooling like Weave GitOps.	Passed	Passed

case-01 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md192 linessingle file

云原生基础设施 · Infrastructure

域概览

                    GitOps 控制平面
                          |
        +-----------------+-----------------+
        |                 |                 |
    ArgoCD/Flux      Kubernetes         IaC 层
        |                 |                 |
   Git Repo ------> Helm/Kustomize --> Terraform/Pulumi
        |                 |                 |
    声明式配置        容器编排          云资源管理

Kubernetes 容器编排

Helm Chart 开发

标准结构：Chart.yaml + values.yaml + templates/ + charts/

核心要点：

Chart.yaml：apiVersion: v2, dependencies 声明子 Chart（condition 控制启用）
values.yaml 设计：image / replicaCount / resources / autoscaling / service / ingress / probes / env / persistence
Deployment 模板：使用 _helpers.tpl 定义 fullname / labels / selectorLabels
配置校验：checksum/config: {{ include ... | sha256sum }} 触发滚动更新
安全上下文：runAsNonRoot: true, runAsUser: 1000

关键命令：

helm lint / helm template --debug 验证
helm install -f values-prod.yaml 部署
helm upgrade --reuse-values 升级
helm rollback <release> <revision> 回滚
helm push <chart>.tgz oci://registry 推送 OCI

Kustomize 配置管理

Track record

Benchmark

22 / 23

test cases passed, vs 21 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

fengshao1227 / ccg-workflow

templates/skills/domains/infrastructure/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

云原生基础设施 · Infrastructure

域概览

Kubernetes 容器编排

Helm Chart 开发

Kustomize 配置管理

Track record

Benchmark

Adoption

SkillSafety

Source

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