An AI-powered performance creative strategist designed to generate, validate, and iterate on high-converting ad copy across all major advertising platforms.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ad-creative
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install ad-creative using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Ad Creative AI Agent Skill?
The Ad Creative skill acts as a dedicated performance marketing assistant within your agent environment. By leveraging Openclaw Skills, developers and marketers can automate the production of headlines, descriptions, and primary text tailored for Google Ads, Meta, LinkedIn, TikTok, and Twitter/X. The skill focuses on driving clicks and conversions by adhering to platform-specific constraints and psychological triggers.
This skill is built to handle the entire creative lifecycle, from generating initial concepts based on product marketing context to iterating on existing ads using real-world performance data. It eliminates the manual overhead of tracking character limits and ensures that every variation produced is ready for immediate deployment.
Ad Creative AI Agent Skill Use Cases
- Scaling Responsive Search Ad (RSA) headlines and descriptions for complex Google Ads campaigns.
- Generating multiple primary text variations for Meta and LinkedIn to test different audience hooks.
- Analyzing CSV performance exports to identify winning creative patterns and double down on high-ROI themes.
- Producing platform-compliant ad copy for TikTok and Twitter/X with strict character limit enforcement.
- Rapidly prototyping creative angles for new product launches or seasonal promotions.
How Ad Creative AI Agent Skill Works
- The skill first scans for existing marketing context files to understand the product value proposition and target audience.
- It identifies the target platform and format to apply correct character limits and structural rules.
- The agent establishes 3-5 distinct creative angles, such as pain points, social proof, or urgency, to ensure variety.
- It generates multiple copy variations for each angle, varying tone, specificity, and call-to-action structures.
- Every output is automatically validated against platform specs to prevent truncation or rejection.
- Finally, it organizes the copy into structured formats or bulk CSVs for easy upload to ad managers.
Ad Creative AI Agent Skill Setup
To begin using this skill within your workspace, ensure you have the core framework initialized and the marketing context defined.
# Check for product marketing context to provide the agent with baseline data
ls .agents/product-marketing-context.md
# Trigger the skill by asking your agent to generate ads
# Example: "Generate 10 Google RSA headlines for our free trial offer"
Ad Creative AI Agent Skill Data Schema & Taxonomy
The skill organizes ad creative into a structured taxonomy to ensure compatibility with bulk upload tools and performance tracking.
| Element | Data Type | Description |
|---|---|---|
| platform | String | The ad network (e.g., google_ads, meta, linkedin) |
| angle_category | String | The psychological trigger (e.g., pain_point, outcome) |
| headline | String (Validated) | The ad headline, strictly adhering to char limits |
| description | String (Validated) | The supporting ad text or description |
| char_count | Integer | The length of the string for validation purposes |
| iteration_log | Markdown | A history of changes made based on performance data |
Ad Creative AI Agent Skill Advanced Features
- Multi-platform spec validation including Google RSA rules and Meta primary text visibility logic.
- Performance-driven iteration loops that analyze CTR and ROAS to refine copy themes.
- Integration with generative AI tools for coordinated image and video creative production.
- Remotion template integration for generating data-driven video variations at scale using Openclaw Skills.
- Bulk CSV generation for direct import into professional ad management software.
SKILL.md
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