Agent skill

Jiayi Ads Analytics Expert Public

by infometa in infometa/workbuddyskills

全媒体广告分析专家技能(公共版)。支持百度/360/腾讯/Google/Bing五平台,引导式MCP安装配置,自动生成含关键词、创意、素材分析的结构化日报。

No licenceAuto-check passed

Install Jiayi Ads Analytics Expert Public

skills CLI
$ npx skills add infometa/workbuddyskills --skill jiayi-ads-analytics-expert-public -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills jiayi-ads-analytics-expert-public --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/jiayi-ads-analytics-expert/skills/jiayi-ads-analytics-expert-public .claude/skills/jiayi-ads-analytics-expert-public && 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
jiayi-ads-analytics-expert-public
GitHub stars
348
Token cost
~4k tokens
SKILL.md length
971 words
Files
961 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

全媒体广告分析专家技能(公共版)。支持百度/360/腾讯/Google/Bing五平台,引导式MCP安装配置,自动生成含关键词、创意、素材分析的结构化日报。

  • Works in 5 steps: 检查 ~/.workbuddy/mcp.json 中是否有对应平台的MCP配置 → 对每个已配置的MCP,调用验证接口确认token有效 → 如果某平台未配置或token失效,引导用户完成配置/刷新 → …
  • SKILL.md covers When to use, 首次使用检查(Onboarding), 报告结构 and 核心指标定义, plus 6 more sections
  • Runs JavaScript, Python and Shell scripts from its folder; reaches u.baidu.com and api.baidu.com

What it does

Jiayi Ads Analytics Expert Public is an agent skill from infometa/workbuddyskills. 全媒体广告分析专家技能(公共版)。支持百度/360/腾讯/Google/Bing五平台,引导式MCP安装配置,自动生成含关键词、创意、素材分析的结构化日报。

Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 967 other files, including scripts and reference files (for example `references/setup-guide.md`, `scripts/360-ads-mcp/package.json` and `scripts/baidu-ads-mcp/package.json`).

It works with Model Context Protocol. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

Example prompts

  • “/jiayi-ads-analytics-expert-public”

Requirements

  • Python 3
  • Node.js
  • A Bash shell

Workflow steps

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

  1. 检查 ~/.workbuddy/mcp.json 中是否有对应平台的MCP配置
  2. 对每个已配置的MCP,调用验证接口确认token有效
  3. 如果某平台未配置或token失效,引导用户完成配置/刷新
  4. 通过MCP的list_accounts/get_account_info等接口动态获取用户账户列表
  5. 不硬编码任何账户ID——所有账户信息从API运行时获取

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. 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 12 files in scripts/ (JavaScript, Python and Shell, from the files we listed), which the agent can run.

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • u.baidu.com
    • api.baidu.com
    • api.e.360.cn
    • api.e.qq.com
    • googleads.googleapis.com

    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

Jiayi Ads Analytics Expert Public loads about 4k tokens when it runs, and up to ~6.1k if it reads all its reference files. Until then it costs about 28 tokens; SKILL.md has 971 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.1k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 971 words (~4,043 tokens).

name
jiayi-ads-analytics-expert-public
description_zh
全媒体广告分析专家(公共版)
description_en
Multi-platform Ads Analytics Expert (Public)
disable
false
agent_created
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 960 other files (scripts, references) in experts/jiayi-ads-analytics-expert/skills/jiayi-ads-analytics-expert-public of infometa/workbuddyskills.

  • SKILL.md
  • references/setup-guide.md
  • scripts/360-ads-mcp/accounts.json.template
  • scripts/360-ads-mcp/index.mjs
  • scripts/360-ads-mcp/package.json
  • scripts/baidu-ads-mcp/accounts.json.template
  • scripts/baidu-ads-mcp/index.mjs
  • scripts/baidu-ads-mcp/package.json
  • scripts/baidu-ads-mcp/refresh-tokens.mjs
  • scripts/google-ads-mcp/package.json
  • scripts/microsoft-ads-mcp/requirements.txt
  • scripts/microsoft-ads-mcp/server.py
  • scripts/setup-mcp.sh
  • scripts/tencent-ad-mcp/dist
  • … and 947 more

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Jiayi Ads Analytics Expert Public 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.

Jiayi Ads Analytics Expert Public compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jiayi Ads Analytics Expert Public this skillinfometa/workbuddyskills348—~4kAutomated safety check: PassNone
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MCP Server BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills8.5k6 repos~3.2kAutomated safety check: NotesApache-2.0

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Questions about Jiayi Ads Analytics Expert Public

What does Jiayi Ads Analytics Expert Public do?

全媒体广告分析专家技能(公共版)。支持百度/360/腾讯/Google/Bing五平台,引导式MCP安装配置,自动生成含关键词、创意、素材分析的结构化日报。. Jiayi Ads Analytics Expert Public is an agent skill from infometa/workbuddyskills.

How do I install Jiayi Ads Analytics Expert Public in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill jiayi-ads-analytics-expert-public -a claude-code`. Or copy the skill folder (experts/jiayi-ads-analytics-expert/skills/jiayi-ads-analytics-expert-public in infometa/workbuddyskills) into .claude/skills/jiayi-ads-analytics-expert-public in your project. Claude Code loads it when a task matches its description.

How do I install Jiayi Ads Analytics Expert Public in Codex?

Run `npx skills add infometa/workbuddyskills --skill jiayi-ads-analytics-expert-public -a codex`. Or copy the skill folder (experts/jiayi-ads-analytics-expert/skills/jiayi-ads-analytics-expert-public in infometa/workbuddyskills) into .agents/skills/jiayi-ads-analytics-expert-public in your project. Codex loads it when a task matches its description.

Can I use Jiayi Ads Analytics Expert Public 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 infometa/workbuddyskills --skill jiayi-ads-analytics-expert-public -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jiayi-ads-analytics-expert-public, .gemini/skills/jiayi-ads-analytics-expert-public, .github/skills/jiayi-ads-analytics-expert-public and .opencode/skills/jiayi-ads-analytics-expert-public in your project.

What does Jiayi Ads Analytics Expert Public need to run?

Going by SKILL.md and its folder, Jiayi Ads Analytics Expert Public needs JavaScript, Python and a shell for the scripts in its folder. Our summary lists: Python 3; Node.js; A Bash shell.

Does Jiayi Ads Analytics Expert Public access the network?

SKILL.md names 5 domains. In commands or code: u.baidu.com, api.baidu.com, api.e.360.cn, api.e.qq.com and googleads.googleapis.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Jiayi Ads Analytics Expert Public 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Jiayi Ads Analytics Expert Public use?

No licence was found for Jiayi Ads Analytics Expert Public or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Jiayi Ads Analytics Expert Public use?

About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.1k tokens, read only when the agent opens those files.

What are the alternatives to Jiayi Ads Analytics Expert Public?

Skills that share tags, products or a category with Jiayi Ads Analytics Expert Public: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jiayi Ads Analytics Expert Public?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.

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