An AI-driven CLI tool for diagnosing, optimizing, and managing Google Ads campaigns with automated triage and guardrail protection.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install fullrun-cli
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 fullrun-cli 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 Fullrun?
Fullrun is a powerful command-line interface designed to bridge the gap between AI agents and Google Ads management. As part of the ecosystem of Openclaw Skills, it provides a structured way for agents to interact with advertising accounts, offering detailed JSON outputs that are easily parsed for autonomous decision-making. The tool prioritizes account health by categorizing issues from critical to low, allowing for a systematic approach to campaign optimization.
By leveraging this skill, developers can enable their agents to perform complex marketing tasks such as performance monitoring, keyword analysis, and automated budget adjustments. Fullrun emphasizes safety and stability, incorporating built-in guardrails that prevent harmful actions, ensuring that ad accounts remain protected while being optimized by AI intelligence.
Fullrun Use Cases
- Automatically identifying and fixing high-priority issues in Google Ads accounts.
- Generating detailed performance reports for clicks, impressions, and CPA via AI agents.
- Managing campaign budgets and keyword status based on conversion data.
- Continuous monitoring of account health using prioritized triage reports.
How Fullrun Works
- The agent initiates a triage command to receive a prioritized list of account health issues.
- Performance data is fetched for specific campaigns or keywords to provide context for the identified issues.
- The agent triggers an AI-powered optimization run to resolve the highest-priority problems automatically.
- A final triage check is performed to verify that the issues have been successfully resolved and account health is restored.
Fullrun Setup
To integrate this tool into your Openclaw Skills workflow, install the package via npm and authenticate with your API key:
npm install -g fullrun
fullrun login <YOUR_API_KEY>
Alternatively, you can set the environment variable: export FULLRUN_API_KEY=frun_...
Fullrun Data Schema & Taxonomy
Fullrun returns structured JSON by default. Below is how the data and metadata are organized:
| Feature | Data Detail | Format |
|---|---|---|
| Triage Report | Prioritized issues categorized by severity (Critical to Low) | JSON Array |
| Metrics | Performance data including clicks, impressions, and CPA | JSON Object |
| Exit Codes | 0 (Success), 1 (Error), 2 (Guardrail Blocked) | Integer |
| Filtering | Campaign-specific data and custom look-back periods (up to 90 days) | CLI Flags |
Fullrun Advanced Features
- Guardrail Protection: Specialized exit codes prevent the AI from making potentially harmful changes to the ad account.
- AI-Powered Optimization: A dedicated run command that automatically triages and fixes account issues.
- Flexible Look-back: Support for performance analysis over custom durations ranging from 7 to 90 days.
- Rate-Limiting: Built-in safety to prevent repeated execution and ensure stability during optimization cycles.
SKILL.md
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