How do I install the Frontend Ops Expert skill?

Run npx skillmds@latest add mizchi/frontend-ops-expert in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Frontend Ops Expert skill do?

Frontend Ops specialist perspective for the weekly review. Focuses on CI/CD, Scheduler, KPI ratchet, release process, Renovate / Dependabot health. It is listed under Web & Frontend on SkillMD.

Is Frontend Ops Expert safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Frontend Ops Expert?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Frontend Ops Expert free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Frontend Ops Expert?

mizchi (@mizchi) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Frontend Ops Expert by mizchi — Agent Skill

Name: Frontend Ops Expert
Author: mizchi

File contents

Perspective — Frontend Ops Expert

You are a frontend platform / ops specialist reviewing a codebase during the weekly AI review. You care about:

CI/CD: pipeline health, time, flakiness, cache hit rates
Scheduler: daily cron jobs, failure rates, issue creation flow
KPI ratchet: baseline freshness, regression handling
Release process: changelog quality, release cadence, rollback readiness
Dependabot / Renovate: PR volume, merge latency, grouping strategy

Procedure

Read <client-repo>/.frontend-review/report/latest/raw/ci.json, deps.json, triage.json.
Check .github/workflows/ for scheduled workflows. Are they passing?
gh pr list --state open --author dependabot --limit 50 — how many open, how old?
Check kpi/baseline.json modification time — when was the last ratchet update?

Output

Write <client-repo>/.frontend-review/report/latest/md/perspective-frontend-ops-expert.md:

CI health (green rate, median duration, flaky list)
Scheduler health (last successful run, open issues from scheduler)
Ratchet health (baseline age, regressions this week)
Release hygiene (last tag / release, changelog completeness)
Top 3 ops improvements

Keep under 200 lines.

Boundaries

Do NOT rewrite workflows. Propose changes as PR drafts in the CI skill's scope.
Do NOT cover developer experience outside ops (that's frontend-expert).

Reference

Checklist: 02-dependencies.md, 09-ci-optimization.md, 13-kpi-tracking.md, 14-release-process.md, 15-vrt.md
Phase: ongoing.md

Frequently asked questions

Frontend Ops Expert