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 agentmods add skills/phelan164/codex-howto/operate-devopsnpx skills add Phelan164/codex-howto --skill operate-devopsgit clone --depth 1 https://github.com/Phelan164/codex-howtoWrote 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/phelan164/codex-howto/operate-devops)<a href="https://agentmods.dev/skills/phelan164/codex-howto/operate-devops"><img src="https://agentmods.dev/badge/skills/phelan164/codex-howto/operate-devops.svg" alt="Measured on agentmods" 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 | $0.00069 | $0.00469 |
| Opus 5 | $0.00034 | $0.00234 |
| Sonnet 5 | $0.00014 | $0.00094 |
| Haiku 4.5 | $0.00007 | $0.00047 |
Grade A, and why
operate-devops 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 3d 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 — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Operate DevOps
Workflow
- Read repository and environment guidance before changing configuration.
- Identify the target environment, current state, owning tool, blast radius, and approval boundary.
- Separate diagnosis, proposed change, apply, verification, and rollback.
- Prefer a dry run, plan, diff, render, lint, or local build before any apply step.
- Make the smallest reversible change.
- Validate configuration syntax and policy.
- Test failure behavior and rollback in the safest available environment.
- Review the diff for secrets, broad permissions, unpinned behavior, and unintended targets.
Guardrails
- Confirm account, cluster, subscription, region, namespace, and environment before state-changing commands.
- Keep credentials out of code, command output, and generated artifacts.
- Use least-privilege identities and scoped approvals.
- Do not silently apply infrastructure because a plan succeeded.
- Do not delete, force-replace, rotate, deploy, or migrate live resources without explicit authorization.
- Preserve a recovery path for availability, routing, storage, and identity changes.
- Do not weaken security controls merely to make automation pass.
- Treat third-party actions, base images, and pipeline dependencies as supply-chain inputs.
Change safety
Read references/change-safety.md for deployment, infrastructure, CI, secret, permission, or data-path changes.
Verification
Use repository-native commands in this order:
format/lint → validate/render → plan/diff → policy tests → staged rollout check
Report exactly which environment was inspected and which commands were not run.
Acceptance criteria
- Target and blast radius are explicit.
- A preview or equivalent validation was inspected.
- Credentials and permissions follow least privilege.
- Rollback or roll-forward steps are concrete.
- Monitoring proves success and detects regression.
- The final report separates proposed, executed, and unverified actions.
What ships with it
2 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.
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.
- 3d ago First seen · 52 lines · 69 tokens per session scan A f8e8f76a8f7e
operate-devops is a skill published in the GitHub repository Phelan164/codex-howto (3 stars, last pushed 6d ago), licensed MIT. It adds 69 tokens to every session and 469 once invoked, about $0.0003 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 2026-08-31.
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