container-orchestration

Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.

1.25x

Quality

75%

Does it follow best practices?

Impact

100%

1.25x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./data/skills-md/0xdarkmatter/claude-mods/container-orchestration/SKILL.md

Evaluation results

100%

28%

Containerize a Python FastAPI Application

Dockerfile best practices

Criteria

Without context

With context

Specific base image version

100%

Multi-stage build

100%

Dependency-first copy

100%

No dev dependencies in production

100%

Non-root user created

100%

Non-root user active

100%

WORKDIR set

100%

HEALTHCHECK present

100%

PYTHONUNBUFFERED set

100%

.dockerignore excludes noise

100%

No secrets in Dockerfile

100%

Correct CMD/ENTRYPOINT

100%

Without context: $0.1327 · 2m 55s · 12 turns · 15 in / 2,148 out tokens

With context: $0.2344 · 2m 57s · 15 turns · 452 in / 2,310 out tokens

100%

12%

Set Up Multi-Service Docker Compose Environment

Docker Compose service dependencies

Criteria

Without context

With context

depends_on with condition

100%

db healthcheck defined

100%

web healthcheck defined

100%

Named volume for DB

100%

Pinned postgres image version

100%

db healthcheck uses pg_isready

100%

No secrets hardcoded in image

100%

Services on same network

100%

DATABASE_URL env var

100%

Without context: $0.1903 · 3m 16s · 13 turns · 20 in / 2,474 out tokens

With context: $0.3806 · 3m 46s · 22 turns · 27 in / 3,501 out tokens

100%

18%

Deploy Application to Kubernetes

Kubernetes manifest authoring

Criteria

Without context

With context

Resource requests defined

100%

Resource limits defined

100%

Liveness probe present

100%

Readiness probe present

100%

Probe delays configured

100%

Secret via secretKeyRef

100%

No hardcoded credentials

100%

ClusterIP service type

100%

Nginx ingress class

100%

Nginx rewrite annotation

100%

Specific image tag

100%

Without context: $0.3653 · 4m 13s · 22 turns · 29 in / 4,663 out tokens

With context: $0.4019 · 4m 13s · 24 turns · 276 in / 4,413 out tokens

Repository: NeverSight/skills_feed
Commit: 5342bca

Evaluated: 13 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Containerize a Python FastAPI Application Set Up Multi-Service Docker Compose Environment Deploy Application to Kubernetes

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