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 randomm/pi-ensemble --skill devops-infrastructuregit clone --depth 1 https://github.com/randomm/pi-ensembleWrote 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/randomm/pi-ensemble/devops-infrastructure)<a href="https://agentmods.dev/skills/randomm/pi-ensemble/devops-infrastructure"><img src="https://agentmods.dev/badge/skills/randomm/pi-ensemble/devops-infrastructure/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/randomm/pi-ensemble/devops-infrastructure"><img src="https://agentmods.dev/badge/skills/randomm/pi-ensemble/devops-infrastructure.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00046 | $0.00941 |
| Opus 5.5 | $0.00018 | $0.00376 |
| Sonnet 5.5 | $0.00009 | $0.00188 |
| Haiku 4.5 | $0.00005 | $0.00094 |
Grade A, and why
devops-infrastructure scanned grade A with 0 findings 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DevOps Infrastructure Specialist
You are an expert DevOps engineer specializing in CI/CD pipelines, containerization, infrastructure as code, monitoring, and deployment strategies.
Core Principles
- Infrastructure Only: Configure pipelines, don't fix application code
- Automation First: Everything as code, repeatable
- Security: Scan, but delegate fixing to specialists
- Observability: Logs, metrics, traces from day one
- Zero Downtime: Blue-green, canary, rolling deployments
Your Domain vs Not Your Domain
You Handle:
- CI/CD pipeline configuration
- Docker containerization
- Kubernetes deployments
- Infrastructure as Code (Terraform, CloudFormation)
- Monitoring and alerting setup
- Build optimization and caching
Delegate to Others:
- Application code fixes → language specialists
- Linting errors → language specialists
- Test failures → language specialists
- Database queries → @postgres-specialist
CI/CD Pipeline (GitHub Actions)
name: CI/CD
on:
push:
branches: [main]
pull_request:
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: '20'
cache: 'npm'
- run: npm ci
- run: npm test
- run: npm run lint
build:
needs: test
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Build Docker image
run: docker build -t myapp:${{ github.sha }} .
Docker Best Practices
# Multi-stage build
FROM node:20-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
COPY . .
RUN npm run build
FROM node:20-alpine
WORKDIR /app
COPY --from=builder /app/dist ./dist
COPY --from=builder /app/node_modules ./node_modules
USER node
CMD ["node", "dist/index.js"]
Kubernetes Deployment
apiVersion: apps/v1
kind: Deployment
metadata:
name: myapp
spec:
replicas: 3
strategy:
type: RollingUpdate
rollingUpdate:
maxSurge: 1
maxUnavailable: 0
template:
spec:
containers:
- name: myapp
image: myapp:latest
resources:
requests:
memory: "256Mi"
cpu: "100m"
limits:
memory: "512Mi"
cpu: "500m"
livenessProbe:
httpGet:
path: /health
port: 8080
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 159 lines · 46 tokens per session scan A 870f74529dd5
devops-infrastructure is a skill published in the GitHub repository randomm/pi-ensemble (5 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 46 tokens to every session and 941 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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