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Agent Skill · 研究检索

adwhiz(广告洞察)

adwhiz 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

adwhiz 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 3,821。

总安装 39,217周安装 1,602GitHub Stars 1下载 12,560核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
2.3.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:adwhiz(广告洞察)
来源仓库:https://github.com/iamzifei/adwhiz
安装命令:
openclaw skills install adwhiz
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install adwhiz

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

通过 AI 编码工具管理 Google Ads 和 Meta (Facebook) 广告。102 个 MCP 工具,用于使用自然语言审核、创建和优化广告帐户。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install adwhiz;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

adwhiz 怎么安装?

在终端执行 openclaw skills install adwhiz。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

adwhiz 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

adwhiz 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

adwhiz 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

adwhiz 用的人多吗?

公开数据是累计安装 39,217 次,近一周安装 1,602 次,下载 12,560 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

adwhiz 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
adwhiz

广告洞察 · 本页

39,2171接触敏感数据MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
adwhiz
description
>
metadata
openclaw
primaryEnv
ADWHIZ_API_KEY
requires
env
homepage
https://adwhiz.ai
source
https://github.com/iamzifei/adwhiz
license
MIT

AdWhiz — Google Ads & Meta Ads MCP Server

AdWhiz is a hosted MCP server that connects your AI coding tool to the Google Ads API and Meta (Facebook) Graph API through a secure, authenticated proxy. It exposes 102 tools across 7 categories so you can audit, create, and manage ad campaigns across both platforms using plain English.

All API calls are authenticated via your personal ADWHIZ_API_KEY and routed through the AdWhiz server at mcp.adwhiz.ai. No Google or Meta credentials are stored by the skill — authentication is handled entirely server-side after you link your ad accounts at https://adwhiz.ai/connect.

Security & Permissions Model

  • OAuth 2.0: User authenticates with Google and/or Meta via AdWhiz's web

UI. Refresh tokens (Google) and long-lived access tokens (Meta) are encrypted at rest (AES-256-GCM) and never exposed to the agent.

  • API key scoping: Each ADWHIZ_API_KEY is bound to a single user's

connected accounts. Cross-user access is not possible.

  • Write safety: All Google Ads write tools create entities in PAUSED

status by default. Meta write tools require explicit status parameters.

  • Mutation logging: Every mutation is recorded in the get_operation_log

tool for full auditability.

  • Read-only by default: 39 of 102 tools are strictly read-only and cannot

modify your accounts.

  • Confirmation required: Write tools require user confirmation before

executing via the agent's standard permission flow.

  • No arbitrary code execution: The MCP server is a hosted HTTP service.

No code is downloaded or executed on the user's machine beyond the thin MCP client wrapper.

Google Ads Tools (70)

Account (2 tools) — Read-only

ToolDescription
list_accountsList all accessible Google Ads accounts (auto-expands MCC child accounts)
get_account_infoGet account details (currency, timezone, optimization score)

Read (20 tools) — Read-only

ToolDescription
list_campaignsList campaigns with status, type, budget, bidding strategy
get_campaign_performanceCampaign metrics: cost, clicks, conversions, CTR, CPA, ROAS
list_ad_groupsList ad groups with bids, filtered by campaign
list_adsList ads with headlines, descriptions, final URLs
list_keywordsKeywords with match types, bids, quality scores
get_search_termsSearch terms report (actual queries triggering ads)
list_negative_keywordsNegative keywords at campaign, ad group, or account level
list_assetsSitelinks, callouts, structured snippets
list_conversion_actionsConversion actions with status, type, category
list_budgetsCampaign budgets with associated campaigns
list_bidding_strategiesPortfolio bidding strategies
list_audience_segmentsAudience targeting criteria
list_user_listsRemarketing/audience lists for targeting
get_operation_logRecent mutations performed via AdWhiz
list_recommendationsGoogle Ads recommendations (add keywords, raise bids, fix ad strength)
get_change_historyChange audit log: who changed what and when
list_geo_targetsGeographic location targeting on campaigns
list_ad_schedulesAd schedule (dayparting) criteria on campaigns
list_labelsLabels for organizing campaigns, ad groups, ads, keywords
generate_keyword_ideasKeyword ideas with search volume, competition, bid ranges

Write (45 tools) — Requires user confirmation

ToolDescription
create_campaignCreate Search, Display, PMax, or Video campaign (starts PAUSED)
update_campaignUpdate campaign name
set_campaign_statusPause, enable, or remove a campaign
create_ad_groupCreate an ad group in a campaign
update_ad_groupUpdate ad group name or CPC bid
set_ad_group_statusPause, enable, or remove an ad group
create_responsive_search_adCreate RSA with headlines + descriptions (starts PAUSED)
set_ad_statusPause, enable, or remove an ad
add_keywordsAdd keywords with match types and bids
update_keyword_bidChange a keyword's CPC bid
set_keyword_statusPause, enable, or remove a keyword
add_negative_keywordAdd negative keyword at campaign or ad group level
remove_negative_keywordRemove a negative keyword
create_shared_negative_listCreate a shared negative keyword list
add_to_shared_listAdd keywords to a shared negative list
attach_shared_listAttach shared list to a campaign
create_sitelinkCreate a sitelink asset
create_calloutCreate a callout asset
create_structured_snippetCreate a structured snippet asset
create_price_extensionCreate a price extension asset
link_asset_to_campaignLink asset to a campaign
unlink_asset_from_campaignUnlink asset from a campaign
create_conversion_actionCreate a conversion tracking action
update_conversion_actionUpdate conversion action name or status
create_budgetCreate a campaign budget
update_budgetUpdate budget amount or name
create_bidding_strategyCreate a portfolio bidding strategy
add_audience_to_campaignAdd audience targeting to a campaign
update_responsive_search_adUpdate RSA headlines, descriptions, or URLs
link_asset_to_ad_groupLink asset to an ad group
unlink_asset_from_ad_groupRemove asset-to-ad-group linkage
upload_click_conversionsUpload offline click conversions (gclid-based)
upload_customer_listUpload hashed PII to Customer Match user list
apply_recommendationApply a Google Ads recommendation
dismiss_recommendationDismiss a Google Ads recommendation
add_geo_targetingAdd geographic location targeting to a campaign
remove_geo_targetingRemove geographic location target from a campaign
add_ad_scheduleAdd ad schedule (dayparting) to a campaign
remove_ad_scheduleRemove ad schedule criterion from a campaign
set_device_bid_adjustmentSet device bid adjustment (mobile, desktop, tablet)
set_demographic_targetingSet demographic targeting (age, gender, income)
create_labelCreate a label for organizing entities
apply_labelApply a label to a campaign, ad group, or ad
remove_labelRemove a label from a campaign, ad group, or ad
create_asset_groupCreate an asset group for Performance Max campaigns

Audit (2 tools) — Read-only analysis

ToolDescription
run_mini_auditQuick 3-metric audit: wasted spend, best/worst CPA, projected savings
run_full_auditComprehensive audit: campaigns, keywords, search terms, issues, recommendations

Query (1 tool) — Read-only, bounded

ToolDescription
run_gaql_queryExecute a read-only GAQL query against your account (max 1,000 rows, SELECT only)

Meta (Facebook) Ads Tools (32)

Meta Read (15 tools) — Read-only

ToolDescription
meta_list_ad_accountsList all connected Meta ad accounts
meta_list_campaignsList campaigns with status, objective, budget
meta_get_campaign_insightsPer-campaign metrics: spend, clicks, CTR, CPA, frequency (with optional breakdowns)
meta_list_ad_setsList ad sets with targeting, status, budget, and promoted_object
meta_list_adsList ads with creative details (title, body, image URL)
meta_get_account_insightsAccount-level aggregated metrics with daily breakdown
meta_get_ad_set_insightsPer-ad-set performance metrics: spend, clicks, CPA, frequency
meta_get_ad_insightsPer-ad performance metrics: spend, clicks, conversions, CPA
meta_get_ad_creativesList ad creatives or get creative for a specific ad
meta_search_interestsSearch targetable interest audiences by keyword
meta_search_geo_locationsSearch geographic locations for targeting
meta_estimate_audience_sizeEstimate reach of a targeting spec
meta_get_account_pagesList Facebook pages available for running ads
meta_get_change_historyView recent changes (audit log) — who changed what and when
meta_get_instagram_mediaList Instagram media with Media V2 IDs for partnership/branded content ads

Meta Write (16 tools) — Requires user confirmation

ToolDescription
meta_set_campaign_statusPause or activate a Meta campaign
meta_update_campaign_budgetUpdate a Meta campaign's daily or lifetime budget
meta_set_ad_set_statusPause or activate a Meta ad set
meta_set_ad_statusPause or activate a Meta ad
meta_create_campaignCreate a new Meta campaign with objective and budget
meta_create_ad_setCreate an ad set with targeting, budget, optimization goal
meta_create_ad_creativeCreate ad creative with image/video, link, CTA. Supports partnership ads via source_instagram_media_id or object_story_id
meta_create_adCreate an ad linking an ad set to a creative
meta_update_campaignUpdate campaign name, budget, end time, spend cap
meta_update_ad_setUpdate ad set name, budget, targeting, schedule
meta_update_adUpdate ad name, creative, or status
meta_create_custom_audienceCreate custom audience from customer lists or website visitors
meta_create_lookalike_audienceCreate lookalike audience from source audience
meta_upload_ad_imageUpload image from URL for ad creatives
meta_upload_partnership_videoUpload Instagram creator video via partnership ad code for branded content ads
meta_duplicate_campaignDuplicate campaign with all ad sets and ads

Meta Audit (1 tool) — Read-only analysis

ToolDescription
meta_run_mini_auditQuick health audit: score (0-100) across wasted spend, CPA efficiency, budget utilization, creative fatigue

MCP Server Configuration

AdWhiz uses HTTP transport to connect to the hosted MCP server. No npm packages are downloaded or executed at runtime.

{
  "mcpServers": {
    "adwhiz": {
      "transport": "http",
      "url": "https://mcp.adwhiz.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${ADWHIZ_API_KEY}"
      }
    }
  }
}

REST API (Alternative to MCP)

For platforms that cannot use the MCP protocol (GPT Actions, Dify, Coze, or any HTTP-based workflow), AdWhiz also exposes all 102 tools as a standard REST API with an OpenAPI 3.1.0 spec:

  • OpenAPI spec: https://mcp.adwhiz.ai/api/v1/openapi.json
  • Tool listing: https://mcp.adwhiz.ai/api/v1/tools
  • Tool execution: POST https://mcp.adwhiz.ai/api/v1/tools/{tool_name}
# Example: list campaigns via REST API
curl -X POST https://mcp.adwhiz.ai/api/v1/tools/list_campaigns \
  -H "Authorization: Bearer $ADWHIZ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"customer_id": "1234567890"}'

Import the OpenAPI spec URL into any platform that supports OpenAPI actions to auto-discover all 102 tools.

Quick Install

clawhub install adwhiz

This adds the MCP server configuration above to your settings. You will be prompted to provide your ADWHIZ_API_KEY.

Getting Your API Key

  1. Sign up at https://adwhiz.ai
  2. Connect your Google Ads and/or Meta Ads account via OAuth
  3. Copy your API key from the dashboard settings page

Example Prompts

Google Ads

  • "Audit my Google Ads account and show the top 5 waste areas"
  • "Pause all campaigns with CPA above $150"
  • "Add these negative keywords to my Search campaigns: [list]"
  • "Create a new Search campaign targeting lawyers in New York with $100/day budget"
  • "Show me search terms wasting money and suggest negatives"
  • "What is my account's average Quality Score this month?"

Meta Ads

  • "Audit my Meta Ads account and show the health score"
  • "List all active Meta campaigns with their spend and CTR"
  • "Pause the Meta campaign with the highest frequency"
  • "Show me daily spend trends for my Meta account over the last 30 days"
  • "Which Meta ad sets have the worst CPA?"

Data Handling

  • AdWhiz only accesses the ad accounts you explicitly linked
  • No campaign data is stored beyond the duration of each API request
  • Mutation logs are retained for 30 days for auditability
  • You can revoke access at any time from https://adwhiz.ai/connect

Documentation

Full documentation: https://adwhiz.ai/docs

平台分布

OpenClaw

73.14%
按下载量换算9,186

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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