Agent skill

Adcp Advertising

by LeoYeAI in LeoYeAI/openclaw-master-skills

Automate advertising campaigns with AI. An agent skill from LeoYeAI/openclaw-master-skills.

MITAuto-check passedMarketing & SEO

Install Adcp Advertising

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill adcp-advertising -a claude-code

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

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills adcp-advertising --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/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/adcp-advertising .claude/skills/adcp-advertising && 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
adcp-advertising
GitHub stars
2.2k
Token cost
~4.1k tokens
SKILL.md length
1,108 words
Files
9
Skills in repo
1,235
Repo updated
First seen
Licence
MIT

At a glance

Automate advertising campaigns with AI. An agent skill from LeoYeAI/openclaw-master-skills.

  • Works in 6 steps: Always Start with Capabilities → Use Clear Buyer References → Handle Async Operations → …
  • Tasks that involve Paid advertising
  • SKILL.md covers Overview, When to Use This Skill, Quick Start and How It Works, plus 6 more sections
  • Reaches brand.com and startup.com

What it does

Adcp Advertising is an agent skill from LeoYeAI/openclaw-master-skills. Automate advertising campaigns with AI. Create ads, buy media, manage ad budgets, discover ad inventory, run display ads, video ads, CTV campaigns, and optimize ad performance. Perfect for marketing automation, programmatic advertising, media buying, ad management, campaign optimization, creative management, and performance tracking. Launch Facebook ads, Google ads, display advertising, video marketing, and multi-channel campaigns using natural language. Supports ad targeting, audience segmentation, ROI tracking…

Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `CREATIVE.md`, `EXAMPLES.md` and `PROTOCOLS.md`).

It sits in Marketing & SEO, covering Paid advertising. It works with Meta Ads and Google Ads. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Tasks that involve Paid advertising

Example prompts

  • “/adcp-advertising”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Always Start with Capabilities
  2. Use Clear Buyer References
  3. Handle Async Operations
  4. Write Detailed Briefs
  5. Validate Creative Formats
  6. Monitor Budget Pacing

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript and json).

    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:

    • brand.com
    • startup.com
    • test-agent.adcontextprotocol.org
    • acme.com
    • cdn.acme.com
    • cdn.brand.com

    Also links to:

    • docs.adcontextprotocol.org
    • github.com
    • testing.adcontextprotocol.org

    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

Adcp Advertising loads about 4.1k tokens when it runs. Until then it costs about 140 tokens; SKILL.md has 1,108 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~140
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 1,108 words, ~4,070 tokens.

Download SKILL.mdSave it as .claude/skills/adcp-advertising/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.
name
adcp-advertising
description
Automate advertising campaigns with AI. Create ads, buy media, manage ad budgets, discover ad inventory, run display ads, video ads, CTV campaigns, and optimize ad performance. Perfect for marketing automation, programmatic advertising, media buying, ad management, campaign optimization, creative management, and performance tracking. Launch Facebook ads, Google ads, display advertising, video marketing, and multi-channel campaigns using natural language. Supports ad targeting, audience segmentation, ROI tracking, and automated bidding.
displayName
AdCP Advertising
author
AdCP Community
license
MIT
homepage
https://docs.adcontextprotocol.org
repository
https://github.com/edyyy62/openclaw-adcp
category
advertising
subcategory
marketing-automation
type
agent
keywords
advertising, ads, marketing, campaigns, adcp, programmatic, media-buying, display-ads, video-ads, facebook-ads, google-ads, ctv, connected-tv…

Ad Context Protocol (AdCP) Advertising Skill

Overview

Automate your advertising campaigns with AI. This skill enables OpenClaw agents to discover ad inventory, launch campaigns, manage creatives, and optimize performance across display, video, CTV, audio, and more - all through natural language commands.

No dashboards. No forms. No ad platform expertise required.

What You Can Do
  • 🎯 Launch campaigns in minutes - "Create a $10k display campaign targeting tech professionals in California"
  • 🔍 Discover ad inventory instantly - "Find premium video placements for luxury brands"
  • 🎨 Upload ads with ease - "Upload these banner images as creatives"
  • 📊 Track ROI in real-time - "Show me campaign performance and CTR by creative"
  • 🎛️ Auto-optimize spend - "Reallocate budget to top-performing packages"
  • 🌐 Target precisely - Demographics, behaviors, interests, locations, devices, times
Perfect For

Marketing teams running Facebook ads, Google ads, and multi-channel campaigns
Media buyers managing programmatic ad spend across publishers
Agencies automating client campaign management and reporting
E-commerce brands launching product ads and retargeting campaigns
Startups running lean marketing with AI-powered automation

Why Choose This Skill?

Skip the learning curve - No need to master complex ad platforms
Save time - Launch in 5 minutes vs. hours of manual setup
Spend smarter - AI automatically optimizes budgets to top performers
Scale faster - Manage unlimited campaigns through simple commands
Test risk-free - Public test agent included, no setup required

Official AdCP Repository: https://github.com/adcontextprotocol/adcp
Official AdCP Documentation: https://docs.adcontextprotocol.org
Complete Documentation Index: https://docs.adcontextprotocol.org/llms.txt

When to Use This Skill

Trigger this skill when users ask about:

Campaign Management

  • "Create a display ad campaign"
  • "Launch Facebook ads for my product"
  • "Set up a $5000 video advertising campaign"
  • "Pause my underperforming campaigns"

Ad Discovery & Media Buying

  • "Find advertising inventory for luxury brands"
  • "Show me CTV ad placements in major cities"
  • "What display ad options are available?"
  • "Buy media for a tech startup"

Creative Management

  • "Upload these banner images"
  • "Which creative is performing best?"
  • "Add video ads to my campaign"
  • "Manage my ad library"

Performance & Optimization

  • "How is my campaign performing?"
  • "Show me ROI by channel"
  • "Optimize my ad spend"
  • "Reallocate budget to top performers"
  • "Track impressions and click-through rates"

Targeting & Audiences

  • "Target professionals in California"
  • "Set up demographic targeting"
  • "Create a retargeting campaign"
  • "Target by device type and time of day"

Quick Start

Launch Your First Campaign (5 Minutes)

No setup required. Use the included test agent to try everything:

Step 1: Discover what's available

"Show me advertising capabilities"

Browse available channels, publishers, and formats.

Step 2: Find ad inventory

"Find display ads for a tech startup, budget $5000"

AI searches and shows matching products with pricing.

Step 3: Launch campaign

"Create campaign with Product prod_123, $5000 budget, targeting California tech professionals"

Campaign goes live instantly.

Step 4: Upload your ads

"Upload these banner images as creatives"

Drop files, get instant creative IDs.

Step 5: Monitor performance

"Show campaign metrics and ROI"

Real-time impressions, clicks, CTR, spend.

Real-World Usage Examples

Quick campaign launch:

User: "I need to run display ads for my SaaS product"
Agent: [Discovers products] "Found 5 display packages. Want details?"
User: "Create campaign with Product 1, $10k budget, target CTOs"
Agent: [Creates campaign] "Campaign live! ID: mb_abc123"

Performance optimization:

User: "How are my video ads performing?"
Agent: [Shows metrics] "Package A: 2.3% CTR, Package B: 0.8% CTR"
User: "Move $5k from B to A"
Agent: [Reallocates] "Budget updated. Package A now $15k"

Multi-channel campaign:

User: "Launch omnichannel campaign: display in CA, video in NYC, $50k total"
Agent: [Creates packages] "3 packages created across display and video"

How It Works

Natural Language Understanding

Speak naturally. The skill understands:

  • Budgets: "$5000", "five thousand dollars", "5k budget"
  • Locations: "California", "major US cities", "New York and LA"
  • Audiences: "tech professionals", "age 25-45", "high income"
  • Goals: "brand awareness", "drive conversions", "increase sales"
Progressive Workflow

1. Discovery Phase

"Find video advertising for luxury brands"

↓ Agent searches inventory ↓ Shows matched products with pricing ↓ Explains targeting and formats

2. Campaign Creation

"Create campaign with Product 1, $25k, target professionals"

↓ Agent creates media buy ↓ Sets up targeting overlay ↓ Returns campaign ID and status

3. Creative Management

"Upload my banner ads"

↓ Agent syncs creatives ↓ Assigns to campaign ↓ Returns creative IDs

4. Monitoring & Optimization

"Show performance"

↓ Agent fetches delivery data
↓ Shows metrics by package/creative
↓ Suggests optimizations

Core Operations

Create Campaign
javascript
const campaign = await testAgent.createMediaBuy({
  buyer_ref: 'campaign-2026-q1',
  brand_manifest: { url: 'https://acme.com' },
  packages: [{ product_id: 'premium_display', budget: 10000 }]
});
Upload Creatives
javascript
await testAgent.syncCreatives({
  creatives: [{ 
    buyer_ref: 'banner-300x250',
    url: 'https://cdn.acme.com/banner.jpg'
  }]
});
Monitor Performance
javascript
const delivery = await testAgent.getMediaBuyDelivery({
  media_buy_id: 'mb_abc123'
});
console.log(`CTR: ${delivery.totals.ctr}%, Spend: $${delivery.totals.spend}`);

See REFERENCE.md for complete API docs and EXAMPLES.md for detailed workflows.

Core Concepts

The 8 Media Buy Tasks

AdCP provides 8 standardized tasks for the complete advertising lifecycle. Learn more in the Media Buy Protocol documentation.

  1. get_adcp_capabilities - Discover agent features and portfolio (~1s)
  2. get_products - Find inventory using natural language (~60s)
  3. list_creative_formats - View creative specifications (~1s)
  4. create_media_buy - Launch campaigns (minutes-days, may require approval)
  5. update_media_buy - Modify campaigns (minutes-days)
  6. sync_creatives - Upload creative assets (minutes-days)
  7. list_creatives - Query creative library (~1s)
  8. get_media_buy_delivery - Track performance (~60s)

Complete task reference: https://docs.adcontextprotocol.org/docs/media-buy/task-reference/

Brand Manifest

Brand context can be provided two ways:

URL reference (recommended - agent fetches brand info):

json
{
  "brand_manifest": {
    "url": "https://brand.com"
  }
}

Inline manifest (full brand details):

json
{
  "brand_manifest": {
    "name": "Brand Name",
    "url": "https://brand.com",
    "tagline": "Brand tagline",
    "colors": { "primary": "#FF0000" },
    "logo": { "url": "https://cdn.brand.com/logo.png" }
  }
}
Show full SKILL.md (450 more words)Show less
Pricing Models

Products support various pricing models:

  • CPM (Cost Per Mille/Thousand) - Fixed price per 1000 impressions
  • CPM-Auction - Bid-based pricing for impressions
  • CPCV (Cost Per Completed View) - Video completions
  • Flat-Fee - Fixed campaign cost
  • CPP (Cost Per Point) - Percentage of audience reached

For auction pricing, include bid_price in your package.

Asynchronous Operations

AdCP is not a real-time protocol. Operations may take:

  • ~1 second - Simple lookups (formats, creative lists)
  • ~60 seconds - AI/inference operations (product discovery)
  • Minutes to days - Operations requiring human approval (campaign creation)

Always check the status field in responses:

  • completed - Operation finished successfully
  • pending - Awaiting approval or processing
  • failed - Operation failed (check error details)
Targeting Capabilities

Apply targeting overlays to campaigns:

javascript
{
  targeting_overlay: {
    geo: {
      included: ['US-CA', 'US-NY'],  // DMA codes or regions
      excluded: ['US-TX']
    },
    demographics: {
      age_ranges: [{ min: 25, max: 44 }],
      genders: ['M', 'F']
    },
    behavioral: {
      interests: ['technology', 'gaming'],
      purchase_intent: ['consumer_electronics']
    },
    contextual: {
      keywords: ['innovation', 'design'],
      categories: ['IAB19'] // Technology & Computing
    }
  }
}

Common Workflows

Workflow 1: Campaign Discovery to Launch
javascript
// 1. Discover capabilities
const caps = await agent.getAdcpCapabilities({});

// 2. Find products
const products = await agent.getProducts({
  brief: 'Q1 2026 brand awareness campaign for tech startup',
  brand_manifest: { url: 'https://startup.com' },
  filters: { channels: ['display', 'video'] }
});

// 3. Check creative formats
const formats = await agent.listCreativeFormats({
  format_types: ['display', 'video']
});

// 4. Create campaign
const campaign = await agent.createMediaBuy({
  buyer_ref: 'q1-2026-awareness',
  brand_manifest: { url: 'https://startup.com' },
  packages: [
    {
      buyer_ref: 'pkg-001',
      product_id: products.products[0].product_id,
      pricing_option_id: 'cpm-standard',
      budget: 15000
    }
  ],
  start_time: { type: 'asap' },
  end_time: '2026-03-31T23:59:59Z'
});

// 5. Upload creatives
await agent.syncCreatives({
  creatives: [...], // Your creative assets
  assignments: {
    'creative_001': ['pkg-001']
  }
});

// 6. Monitor performance
const delivery = await agent.getMediaBuyDelivery({
  media_buy_id: campaign.media_buy_id
});
Workflow 2: Update Running Campaign
javascript
// Pause, adjust budget, and resume campaign
await agent.updateMediaBuy({
  media_buy_id: 'mb_abc123',
  updates: {
    status: 'paused',
    budget_change: 5000, // Add $5000
    end_time: '2026-04-30T23:59:59Z'
  }
});

// Resume after adjustments
await agent.updateMediaBuy({
  media_buy_id: 'mb_abc123',
  updates: { status: 'active' }
});

More workflow examples: See EXAMPLES.md for complete campaign scenarios including creative management, multi-channel campaigns, and optimization workflows.

Test Agent

For development and testing, use the public test agent:

Agent URL: https://test-agent.adcontextprotocol.org/mcp
Auth Token: 1v8tAhASaUYYp4odoQ1PnMpdqNaMiTrCRqYo9OJp6IQ

javascript
import { testAgent } from '@adcp/client/testing';

// No authentication needed for test agent
const result = await testAgent.getProducts({
  brief: 'Test campaign',
  brand_manifest: { url: 'https://example.com' }
});

Interactive testing available at: testing.adcontextprotocol.org

Error Handling

Common error patterns:

400 Bad Request - Invalid parameters:

json
{
  "error": {
    "code": "VALIDATION_ERROR",
    "message": "budget must be greater than 0",
    "field": "packages[0].budget"
  }
}

401 Unauthorized - Missing or invalid auth:

json
{
  "error": {
    "code": "UNAUTHORIZED",
    "message": "Invalid authentication token"
  }
}

404 Not Found - Invalid ID reference:

json
{
  "error": {
    "code": "NOT_FOUND",
    "message": "Product not found",
    "resource": "product_id: premium_video_30s"
  }
}

Always check for errors before processing responses:

javascript
if (result.error) {
  console.error(`Error: ${result.error.message}`);
  return;
}

Best Practices

1. Always Start with Capabilities

Call get_adcp_capabilities first to understand what the agent supports before making other requests.

2. Use Clear Buyer References

Use descriptive buyer_ref values for tracking:

  • Good: 'campaign-2026-q1-tech-launch'
  • Avoid: 'c1', 'test', 'abc'
3. Handle Async Operations

Check status field and implement polling for pending operations:

javascript
let status = 'pending';
while (status === 'pending') {
  await sleep(5000); // Wait 5 seconds
  const update = await agent.getMediaBuyDelivery({
    media_buy_id: campaign.media_buy_id
  });
  status = update.status;
}
4. Write Detailed Briefs

Better briefs lead to better product matches:

  • Good: 'Premium video inventory for luxury automotive brand targeting high-income professionals aged 35-54 in major metros. Focus on brand awareness with completion rates above 70%.'
  • Avoid: 'video ads', 'need advertising'
5. Validate Creative Formats

Always check list_creative_formats to ensure your creatives meet requirements before uploading.

6. Monitor Budget Pacing

Regularly check delivery metrics to ensure campaigns are pacing properly:

javascript
const delivery = await agent.getMediaBuyDelivery({
  media_buy_id: campaign.media_buy_id
});

const pacing = delivery.delivery.spend / delivery.delivery.budget;
console.log(`Budget pacing: ${(pacing * 100).toFixed(1)}%`);

Additional Resources

Official AdCP Documentation
This Skill's Documentation

Key Reminders

  1. AdCP is asynchronous - Operations may take minutes to days
  2. Human approval may be required - Check for pending status
  3. Start with capabilities - Always call get_adcp_capabilities first
  4. Brand context matters - Provide detailed brand manifests for better results
  5. Targeting is additive - Product targeting + your overlay = final targeting
  6. Creative formats are strict - Always validate against format specifications
  7. Monitor performance - Regular delivery checks ensure campaign success

Support

For help with AdCP:

© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 8 other files in skills/adcp-advertising of LeoYeAI/openclaw-master-skills.

  • SKILL.md
  • CREATIVE.md
  • EXAMPLES.md
  • PROTOCOLS.md
  • QUICKREF.md
  • README.md
  • REFERENCE.md
  • TARGETING.md
  • _meta.json

Open the folder on GitHubat commit e5199b5

Compare with similar skills

Adcp Advertising 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.

Adcp Advertising compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Adcp Advertising this skillLeoYeAI/openclaw-master-skills2.2k—~4.1kAutomated safety check: PassMIT
AdsCesarjoquin/Marketing-Skills2021 repos~3.5kAutomated safety check: PassMIT
Adscoreyhaines31/marketingskills54k1 repos~7kAutomated safety check: PassMIT
Money Adsiamzifei/show-me-the-money1k—~2.4kAutomated safety check: PassCustom licence
Mena Adsgrowthack88/growth-marketing-os116—~2.5kAutomated safety check: PassMIT
Openclaw Marketing SkillsLeoYeAI/openclaw-marketing-skills1k1 repos~928Automated safety check: PassMIT

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Categories

Questions about Adcp Advertising

What does Adcp Advertising do?

Automate advertising campaigns with AI. An agent skill from LeoYeAI/openclaw-master-skills. Adcp Advertising is an agent skill from LeoYeAI/openclaw-master-skills. Automate advertising campaigns with AI.

When should I use Adcp Advertising?

Adcp Advertising fits situations like: tasks that involve Paid advertising.

How do I install Adcp Advertising in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill adcp-advertising -a claude-code`. Or copy the skill folder (skills/adcp-advertising in LeoYeAI/openclaw-master-skills) into .claude/skills/adcp-advertising in your project. Claude Code loads it when a task matches its description.

How do I install Adcp Advertising in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill adcp-advertising -a codex`. Or copy the skill folder (skills/adcp-advertising in LeoYeAI/openclaw-master-skills) into .agents/skills/adcp-advertising in your project. Codex loads it when a task matches its description.

Can I use Adcp Advertising 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 LeoYeAI/openclaw-master-skills --skill adcp-advertising -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adcp-advertising, .gemini/skills/adcp-advertising, .github/skills/adcp-advertising and .opencode/skills/adcp-advertising in your project.

What does Adcp Advertising need to run?

SKILL.md names no scripts, command-line tools or credentials: Adcp Advertising is instructions for the agent only.

Does Adcp Advertising access the network?

SKILL.md names 9 domains. In commands or code: brand.com, startup.com, test-agent.adcontextprotocol.org, acme.com, cdn.acme.com and cdn.brand.com; the agent is likely to contact these when it follows the instructions. As links in the text: docs.adcontextprotocol.org, github.com and testing.adcontextprotocol.org. This is read from the text; nothing was executed.

Is Adcp Advertising 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 Adcp Advertising use?

Adcp Advertising is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Adcp Advertising use?

About 4.1k 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.

What are the alternatives to Adcp Advertising?

Skills that share tags, products or a category with Adcp Advertising: Ads (Cesarjoquin/Marketing-Skills, 202 stars), Ads (coreyhaines31/marketingskills, 54k stars), Money Ads (iamzifei/show-me-the-money, 1k stars) and Mena Ads (growthack88/growth-marketing-os, 116 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Adcp Advertising?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.

Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.