OceanEngine AdOps Analytics Agent Agent Skill

Analyzes OceanEngine advertising account metrics, diagnoses campaign performance issues, and provides actionable optimization insights via…

Context cost
1.6k tokensestimated from the bundle, loaded when it triggers
Bundle
5 files · 6.5 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

字节UG自动化投放Agent 的巨量引擎只读盯盘与数据分析 Skill。适用于查询已授权账户报表、分析核心投放指标、识别长尾候选和诊断效果问题;使用官方 Remote MCP,只输出观察与建议,不创建、暂停、开启、删除或调整广告。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentanalyticsmarketingmcpperformance
Filed under

Sales & CRM

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md3.6 kB · preview
--- name: doubao-oceanengine-adops-agent ---
6# 字节UG自动化投放Agent-巨量引擎盯盘与数据分析
7
8这是默认只读版。调用用户已授权、已绑定的巨量官方 Remote MCP,完成 R0 查询和分析;不读取本机 MAPI 凭证,不使用浏览器代写,也不修改广告账户。它不依赖 macOS Keychain 或 Windows Credential Manager:在支持官方 Remote MCP 的 macOS、Windows 桌面端及兼容的网页端均按平台能力使用。
9
10## 使用场景
11
12| 应使用 | 不应使用 |
13|---|---|
14| “看看今天巨量账户消耗和深层成本” | “暂停消耗高的计划” → 引导 $bytedance-ug-oceanengine-local-autopilot |
15| “近 7 天哪些计划在空跑或成为长尾” | “新建 10 条广告计划” → 引导高级版 |
16| “诊断广告组 CPA 偏高的原因,低样本先观察” | “把预算调到某金额” → 引导高级版 |
17
18## 输入与输出
19
20最少输入为精确广告账户、统计窗口和分析目标;成本是否达标还需要浅层/深层 KPI、目标值、容忍度、样本门槛和创建保护期。只问当前任务缺失的字段;可使用 [只读分析请求模板](assets/read-only-request-template.md)。
21
22输出必须包含:数据窗口、层级、指标值、归因/回传成熟度、样本量、数据来源、缺失字段,以及 keep、observe 或 suggest_pause。suggest_pause 只是建议,绝不调用暂停工具。
23
24## 首次调用与能力检查
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md134 words
Files5
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,585
on trigger
The instruction body and 4 supporting files, read only when the skill fires.
0.81%
of a 200k window
Ten skills this size would take about 8% of the window before you open a file.
050k100k150k200k context window

1.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

5 files, 6.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md3.6 kB
  • agents/openai.yaml0.6 kB
  • assets/read-only-request-template.md0.6 kB
  • references/metrics-and-diagnosis.md0.9 kB
  • references/official-mcp-onboarding.md0.8 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 5 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# OceanEngine AdOps Analytics Agent · 1.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/oceanengine-adops-analytics-agent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/oceanengine-adops-analytics-agent" ] && { [ ! -e .claude/skills/oceanengine-adops-analytics-agent ] || { mv .claude/skills/oceanengine-adops-analytics-agent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/oceanengine-adops-analytics-agent" .claude/skills/ && echo "Installed .claude/skills/oceanengine-adops-analytics-agent"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/oceanengine-adops-analytics-agent

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/oceanengine-adops-analytics-agent/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/oceanengine-adops-analytics-agent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/oceanengine-adops-analytics-agent" ] && { [ ! -e ~/.claude/skills/oceanengine-adops-analytics-agent ] || { mv ~/.claude/skills/oceanengine-adops-analytics-agent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/oceanengine-adops-analytics-agent" ~/.claude/skills/ && echo "Installed ~/.claude/skills/oceanengine-adops-analytics-agent" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/oceanengine-adops-analytics-agent/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as doubao-oceanengine-adops-agent in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, oceanengine-adops-analytics-agent.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceahang1598/oceanengine-adops-analytics-agent

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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