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Master containerization and orchestration with security-first approach. Expert in Docker multi-stage builds, Kubernetes zero-trust deployments, security hardening, GitOps workflows, and production-ready patterns for cloud-native applications. Includes 2025 best practices from CNCF and major cloud providers.
Passed 15 of 23 test cases with the skill, and 12 of 23 without it.
3 fixed12 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Write a Kubernetes Deployment spec snippet for secure-app that prevents automatic mounting of API credentials to the container filesystem.
| Checked | Without skill | With skill |
|---|---|---|
| Sets automountServiceAccountToken to false. | Passed | Passed |
| Sets serviceAccountName to restricted-sa. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides comprehensive patterns for containerizing applications and deploying to Kubernetes in 2025, focusing on zero-trust security, multi-stage optimization, production hardening, and cloud-native best practices that work across different cloud providers.
Use this skill when you need to:
# Dockerfile with security hardening
# Build stage
FROM python:3.11-slim AS builder
# Set build-time security arguments
ARG DEBIAN_FRONTEND=noninteractive
ARG DEBCONF_NONINTERACTIVE_SEEN=true
ARG BUILDPLATFORM
ARG TARGETPLATFORM
# Install build dependencies with security updates
RUN apt-get update && \
apt-get upgrade -y && \
apt-get install -y --no-install-recommends \
build-essential \
libpq-dev \
ca-certificates \
curl \
test cases passed, vs 12 / 23 without
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