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 vasilyu1983/AI-Agents-public --skill ops-devops-platformgit clone --depth 1 https://github.com/vasilyu1983/AI-Agents-publicWrote 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/vasilyu1983/ai-agents-public/ops-devops-platform)<a href="https://agentmods.dev/skills/vasilyu1983/ai-agents-public/ops-devops-platform"><img src="https://agentmods.dev/badge/skills/vasilyu1983/ai-agents-public/ops-devops-platform/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/vasilyu1983/ai-agents-public/ops-devops-platform"><img src="https://agentmods.dev/badge/skills/vasilyu1983/ai-agents-public/ops-devops-platform.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00038 | $0.03005 |
| Opus 5 | $0.00019 | $0.01503 |
| Sonnet 5 | $0.00008 | $0.00601 |
| Haiku 4.5 | $0.00004 | $0.00300 |
Grade A, and why
ops-devops-platform 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 9d 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 — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DevOps and Platform Engineering
Use this skill for platform, infrastructure, CI/CD, GitOps, observability, and incident-operating-model design. Keep the output operational: target architecture, rollout path, guardrails, ownership, and artifacts.
Quick Reference
| Need | Starting Direction |
|---|---|
| infrastructure provisioning | Terraform, OpenTofu, Pulumi, or cloud-native IaC |
| cluster or app deployment | GitOps first for steady-state, direct tooling for local iteration |
| CI/CD | protected pipelines plus workload identity and supply-chain controls — see supply-chain-security |
| observability | OpenTelemetry plus metrics, logs, traces, and SLO-based alerting |
| platform engineering | golden paths, policy-as-code, and self-service interfaces |
| incident operations | runbooks, severity model, escalation, and postmortems |
Workflow
- classify the dominant problem:
- provisioning
- deployment
- CI/CD
- observability
- platform engineering
- security hardening
- incident operations
- choose the smallest viable toolchain that matches the runtime and team skill
- load the relevant reference and template set
- verify version-sensitive or vendor-sensitive claims before final guidance
- finish with concrete operational outputs: plan, controls, owners, and artifacts
Decision Rules
| Situation | Rule |
|---|---|
| any infrastructure change | IaC first; no clickops |
| steady-state production reconciliation | GitOps (Argo CD / Flux) over push-based deploys |
| CI credentials | workload identity (OIDC) over long-lived secrets |
| alerting | SLO burn-rate alerts; suppress raw host-metric noise |
| new environments | platform template + policy guard; no snowflakes |
| supply-chain integrity | SLSA build track + cosign keyless signing |
| drift | detect via reconciler or terraform plan in CI; never discover by accident |
Related Routing
- service-level retries, deadlines, and chaos engineering -> qa-resilience
- telemetry implementation details -> qa-observability
- backend service design -> software-backend
- system architecture -> software-architecture-design
- appsec-specific design -> software-security-appsec
- Git branch and PR workflow policy -> dev-git-workflow
What ships with it
52 files 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.
- agents/openai.yaml 355 B
- assets/aws/template-aws-ops.md 3.9 KB
- assets/aws/template-aws-terraform.md 2.7 KB
- assets/aws/template-cost-optimization.md 3.3 KB
- assets/azure/template-azure-ops.md 3.6 KB
- assets/cicd-pipelines/template-ci-cd.md 5.8 KB
- assets/cicd-pipelines/template-github-actions.md 1.7 KB
- assets/cicd-pipelines/template-gitops.md 4.1 KB
- assets/cicd-pipelines/template-release-safety.md 6.5 KB
- assets/cost-governance/template-cost-governance.md 10 KB
- assets/docker/template-docker-ops.md 6.6 KB
- assets/gcp/template-gcp-ops.md 3.8 KB
- assets/gcp/template-gcp-terraform.md 2.4 KB
- assets/incident-response/template-incident-comm.md 944 B
- assets/incident-response/template-incident-response.md 6.5 KB
- assets/incident-response/template-postmortem.md 2.5 KB
- assets/incident-response/template-runbook-starter.md 2.4 KB
- assets/kafka/template-kafka-ops.md 7.8 KB
- assets/kubernetes/template-ha-dr.md 6.5 KB
- assets/kubernetes/template-k8s-deploy.yaml 903 B
- assets/kubernetes/template-kubernetes-ops.md 7.2 KB
- assets/kubernetes/template-platform-api.md 3.5 KB
- assets/monitoring-observability/template-alert-rules.md 1.0 KB
- assets/monitoring-observability/template-loadtest-perf.md 3.4 KB
- assets/monitoring-observability/template-observability-slo.md 5.8 KB
- assets/monitoring-observability/template-slo.md 1.3 KB
- assets/security/template-security-hardening.md 5.6 KB
- assets/terraform-iac/template-env-promotion.md 7.3 KB
- assets/terraform-iac/template-iac-terraform.md 7.9 KB
- assets/terraform-iac/template-module.md 2.1 KB
- data/sources.json 28 KB
- learnings.consolidated.md 595 B
- learnings.md 1.2 KB
- references/aiops-patterns.md 1.9 KB
- references/control-theory-applied.md 35 KB
- references/cybernetics-vsm-applied.md 53 KB
- references/devops-best-practices.md 12 KB
- references/distributed-systems-applied.md 44 KB
- references/gitlab-ci-patterns.md 7.1 KB
- references/gitops-workflows.md 20 KB
- references/infrastructure-testing-strategy.md 17 KB
- references/operational-patterns.md 2.8 KB
- references/platform-engineering-patterns.md 31 KB
- references/queueing-theory-applied.md 38 KB
- references/reliability-theory-applied.md 37 KB
- references/sre-incident-management.md 15 KB
- references/stack-sizing-patterns.md 12 KB
- references/supply-chain-security.md 8.9 KB
- references/terraform-state-architecture.md 14 KB
- references/theory-of-constraints-applied.md 49 KB
- references/tool-landscape.md 5.0 KB
- scripts/validate_sources.py 4.6 KB runs code
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.
- 9d ago First seen · 191 lines · 38 tokens per session scan A a390ecab8d44
ops-devops-platform is a skill published in the GitHub repository vasilyu1983/AI-Agents-public (87 stars, last pushed 10d ago), licensed MIT. It adds 38 tokens to every session and 3,005 once invoked, about $0.0002 per session on Opus 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 2026-09-03.
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