Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/softspark/ai-toolkitnpx agentmods add skills/softspark/ai-toolkit/docker-devopsWrote 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/softspark/ai-toolkit/docker-devops)<a href="https://agentmods.dev/skills/softspark/ai-toolkit/docker-devops"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/docker-devops/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/softspark/ai-toolkit/docker-devops"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/docker-devops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 Tool Misuse · line 89 Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.Fix: Override unsafe defaults with secure settings (verify=True, auth required, restrictive permissions). Review and harden all tool configurations.
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 | $0.00043 | $0.02211 |
| Opus 5.5 | $0.00017 | $0.00884 |
| Sonnet 5.5 | $0.00009 | $0.00442 |
| Haiku 4.5 | $0.00004 | $0.00221 |
Grade A, and why
docker-devops 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 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
test: ["CMD", "curl", "-f", "http://localhost:3000/health"] How it starts
The opening of the file, as written. The whole thing — 331 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Docker & DevOps Skill
Dockerfile Best Practices
Multi-Stage Build (Node.js)
# Build stage
FROM node:20-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci
COPY . .
RUN npm run build
# Production stage
FROM node:20-alpine AS runner
WORKDIR /app
ENV NODE_ENV=production
# Non-root user
RUN addgroup -g 1001 -S nodejs
RUN adduser -S nextjs -u 1001
COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
COPY --from=builder --chown=nextjs:nodejs /app/public ./public
USER nextjs
EXPOSE 3000
CMD ["node", "server.js"]
Multi-Stage Build (Python)
# Build stage
FROM python:3.12-slim AS builder
WORKDIR /app
RUN pip install --no-cache-dir poetry
COPY pyproject.toml poetry.lock ./
RUN poetry export -f requirements.txt -o requirements.txt
# Production stage
FROM python:3.12-slim
WORKDIR /app
# Non-root user
RUN useradd -m -u 1000 appuser
COPY --from=builder /app/requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY --chown=appuser:appuser . .
USER appuser
EXPOSE 8000
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]
Docker Compose Patterns
Development Setup
version: '3.8'
services:
app:
build:
context: .
dockerfile: Dockerfile.dev
volumes:
- .:/app
- /app/node_modules
ports:
- "3000:3000"
environment:
- NODE_ENV=development
- DATABASE_URL=postgresql://postgres:postgres@db:5432/app
depends_on:
- db
- redis
db:
image: postgres:16-alpine
volumes:
- postgres_data:/var/lib/postgresql/data
environment:
POSTGRES_USER: postgres
POSTGRES_PASSWORD: postgres
POSTGRES_DB: app
ports:
- "5432:5432"
redis:
image: redis:7-alpine
ports:
- "6379:6379"
volumes:
postgres_data:
Production Setup
version: '3.8'
services:
app:
image: ${REGISTRY}/app:${TAG}
restart: unless-stopped
ports:
- "3000:3000"
environment:
- NODE_ENV=production
- DATABASE_URL=${DATABASE_URL}
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:3000/health"]
interval: 30s
timeout: 10s
retries: 3
deploy:
resources:
limits:
cpus: '1'
memory: 512M
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 · 331 lines · 43 tokens per session scan A 714c7308c292
docker-devops is a skill published in the GitHub repository softspark/ai-toolkit (180 stars, last pushed 6d ago), licensed Apache-2.0. It adds 43 tokens to every session and 2,211 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.
Other skills, from other repositories
frappe-ops-deployment
Use when deploying Frappe/ERPNext to production, configuring Nginx or Supervisor, setting up Docker, enabling SSL, or hardening security. Prevents insecure deployments, missing reverse proxy config, and broken process management. Covers production setup, Nginx configuration, Supervisor/systemd, Docker Compose, Let's…
roo-bedrock-custom-arn
Roo Code's Bedrock provider silently disables caching for custom ARNs. Populate cachableFields to fix.
docker-kubernetes
Production Docker and Kubernetes patterns including multi-stage builds, minimal base images, non-root users, layer caching, docker-compose for development, K8s Deployments, Services, Ingress, ConfigMaps, Secrets, health checks, resource limits, HPA autoscaling, security contexts, and Helm chart basics. Use when…
agents-v2-py
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
agent-cloud-architect
Specialist subagent: Multi-cloud architecture, cost optimization, serverless vs containers, disaster recovery, and infrastructure design specialist. Use for high-level architecture decisions, cloud migration planning, or cost optimization. Trigger phrases: cloud, AWS, GCP, Azure, serverless, containers, Kubernetes…
relay-deploy
Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure. Use when asked about "deployment setup", "how do I deploy this", "deployment strategy", or "rollback plan".