Agent skill

Prod Log Audit

by Julian-adv in Julian-adv/OpenMMO

Investigate OpenMMO production warnings, errors, suspicious behavior, and unresolved incidents within a deployment interval; correlate journald, nginx, and targeted evidence, then write a dated note…

Custom licenceAuto-check passedDevOps & Cloud

Install Prod Log Audit

skills CLI
$ npx skills add Julian-adv/OpenMMO --skill prod-log-audit -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Julian-adv/OpenMMO prod-log-audit --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Julian-adv/OpenMMO.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/prod-log-audit .claude/skills/prod-log-audit && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
prod-log-audit
GitHub stars
1.8k
Token cost
~1.3k tokens
SKILL.md length
950 words
Files
3
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

Investigate OpenMMO production warnings, errors, suspicious behavior, and unresolved incidents within a deployment interval; correlate journald, nginx, and targeted evidence, then write a dated note…

  • Works in 5 steps: 정확한 조사 창·실행 커밋·구간 내 비정상 재시작 여부. → 영향과 시급성 순의 주요 이상 징후 및 근거. → 배포 전환·일반 스캔 등 설명 가능한 잡음의 짧은 요약. → …
  • Tasks that involve Cloud networking
  • SKILL.md covers 범위와 자료, 경고·오류 조사, 일반 통계와 선택 조사 and 직전 조사와 보고, plus 1 more section
  • Runs Python scripts from its folder; calls ssh

What it does

Prod Log Audit is an agent skill from Julian-adv/OpenMMO. Investigate OpenMMO production warnings, errors, suspicious behavior, and unresolved incidents within a deployment interval; correlate journald, nginx, and targeted evidence, then write a dated note to ~/work/notes. Use for "로그 조사", "로그 점검", "수상한 점 없는지", or "prod 점검". Routine statistics are covered by the dashboard.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `gold_flow.py` and `tales.py`).

It sits in DevOps & Cloud, covering Cloud networking and Statistics. It works with NGINX.

When your agent uses it

  • Tasks that involve Cloud networking
  • Tasks that involve Statistics

Example prompts

  • “prod 점검”
  • “/prod-log-audit”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 정확한 조사 창·실행 커밋·구간 내 비정상 재시작 여부.
  2. 영향과 시급성 순의 주요 이상 징후 및 근거.
  3. 배포 전환·일반 스캔 등 설명 가능한 잡음의 짧은 요약.
  4. 직전 미해결 항목의 관련 결과와 우선 후속 후보.
  5. 원문 경로·재현 방법·누락 및 판정 한계.

What it can do on your machine

Read from SKILL.md and the folder at commit d580689. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • ssh

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use ssh, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Prod Log Audit loads about 1.3k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 950 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 950 words (~1,317 tokens).

“경고·오류, 플레이어가 겪은 반복 실패, 비정상 동작을 조사한다. 대시보드에서 확인할 수 있는 일반 통계를 매번 다시 작성하지 않는다. 조사는 읽기 전용이다. 서버 재시작·설정 변경·제재·커밋은 별도 요청이 있을 때만 한다. 결과는 ~/work/notes/openmmo-YYYY-MM-DD-log-audit.md, 원문·분석 자료는 같은 날짜의 *-audit/에 둔다. 플레이어명·IP·계정 정보가 있으므로…”

— opening of SKILL.md by Julian-adv, Custom licence
name
prod-log-audit

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in .claude/skills/prod-log-audit of Julian-adv/OpenMMO.

  • SKILL.md
  • gold_flow.py
  • tales.py

Open the folder on GitHubat commit d580689

Compare with similar skills

Prod Log Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Prod Log Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Prod Log Audit this skillJulian-adv/OpenMMO1.8k—~1.3kAutomated safety check: PassCustom licence
Log Error Digestzebbern/claude-code-guide4.7k—~923Automated safety check: PassMIT
Nginx To Higress Migrationhigress-group/higress9.5k—~3.9kAutomated safety check: PassApache-2.0
NGINX Ingress Controller Feature Checklistsnginx/kubernetes-ingress5.1k—~1.4kAutomated safety check: PassApache-2.0
NGINX Ingress Policy CRD Guidenginx/kubernetes-ingress5.1k—~2kAutomated safety check: PassApache-2.0
KubeSphere Gateway Managementkubesphere/kubesphere17k—~2.9kAutomated safety check: PassCustom licence

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Works with

Categories

Questions about Prod Log Audit

What does Prod Log Audit do?

Investigate OpenMMO production warnings, errors, suspicious behavior, and unresolved incidents within a deployment interval; correlate journald, nginx, and targeted evidence, then write a dated note…. Prod Log Audit is an agent skill from Julian-adv/OpenMMO. Investigate OpenMMO production warnings, errors, suspicious behavior, and unresolved incidents within a deployment interval; correlate journald, nginx, and targeted evidence, then write a dated note to ~/work/notes.

When should I use Prod Log Audit?

Prod Log Audit fits situations like: tasks that involve Cloud networking; tasks that involve Statistics.

How do I install Prod Log Audit in Claude Code?

Run `npx skills add Julian-adv/OpenMMO --skill prod-log-audit -a claude-code`. Or copy the skill folder (.claude/skills/prod-log-audit in Julian-adv/OpenMMO) into .claude/skills/prod-log-audit in your project. Claude Code loads it when a task matches its description.

How do I install Prod Log Audit in Codex?

Run `npx skills add Julian-adv/OpenMMO --skill prod-log-audit -a codex`. Or copy the skill folder (.claude/skills/prod-log-audit in Julian-adv/OpenMMO) into .agents/skills/prod-log-audit in your project. Codex loads it when a task matches its description.

Can I use Prod Log Audit in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Julian-adv/OpenMMO --skill prod-log-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prod-log-audit, .gemini/skills/prod-log-audit, .github/skills/prod-log-audit and .opencode/skills/prod-log-audit in your project.

What does Prod Log Audit need to run?

Going by SKILL.md and its folder, Prod Log Audit needs Python for the scripts in its folder and the command-line tools its instructions call (ssh). Our summary lists: Python 3.

Does Prod Log Audit access the network?

SKILL.md contains no URLs. Its commands use ssh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Prod Log Audit safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Prod Log Audit use?

Prod Log Audit has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Prod Log Audit use?

About 1.3k tokens (SKILL.md is roughly 5.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Prod Log Audit?

Skills that share tags, products or a category with Prod Log Audit: Log Error Digest (zebbern/claude-code-guide, 4.7k stars), Nginx To Higress Migration (higress-group/higress, 9.5k stars), NGINX Ingress Controller Feature Checklists (nginx/kubernetes-ingress, 5.1k stars) and NGINX Ingress Policy CRD Guide (nginx/kubernetes-ingress, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Prod Log Audit?

Julian-adv (a GitHub user) maintains it in Julian-adv/OpenMMO, which has 1,788 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 10, 2026.

Source: Julian-adv/OpenMMO on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.