A high-fidelity marketing strategy prediction engine that uses five specialized AI agents and real-time data to forecast campaign and product launch outcomes.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install vision-simulator
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 vision-simulator 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 Vision Simulator?
Vision Simulator is an advanced predictive tool designed for marketers and strategists who need to validate ideas before execution. By leveraging the Openclaw Skills framework, it orchestrates a multi-agent simulation that mimics real-world market dynamics. The skill integrates live data—including news, social trends, and competitor movements—to provide a realistic sandbox for testing campaign forecasts and product launch scenarios.
At its core, the tool moves beyond simple text generation by employing specialized personas that analyze a scenario from various angles, such as consumer psychology, viral potential, and industry benchmarking. This results in a comprehensive prediction report that includes success probabilities and actionable risk assessments, making it an essential asset for data-driven decision-making.
Vision Simulator Use Cases
- Forecasting the success probability of a new product launch based on current market trends.
- Simulating consumer reactions to a specific marketing campaign or viral hook.
- Analyzing competitor movements and real-time news to adjust marketing strategies.
- Performing multi-perspective risk assessments for high-budget advertising spends.
- Conducting virtual Q&A sessions with specialized AI personas to refine brand messaging.
How Vision Simulator Works
- The user provides a marketing scenario or campaign concept as the primary input.
- The system extracts key terms and, for Pro users, performs web fetching to gather real-time news and competitor data.
- Five specialized agents (Scenario, two Consumer personas, Marketing, and Expert) are spawned sequentially to analyze the data.
- Each agent processes the scenario through its specific lens, such as purchase intent, shareability, or technical feasibility.
- The skill synthesizes these individual outputs into a structured prediction report.
- The final output is delivered, featuring a success percentage, ROI estimates, and a prioritized list of action items.
Vision Simulator Setup
To integrate this skill into your workflow, ensure your environment supports multi-agent spawning.
# Install the Openclaw Skills CLI
npm install -g openclaw-cli
# Add the vision-simulator skill to your agent
openclaw add vision-simulator
# Configure your API keys for real-time data fetching (Pro Feature)
openclaw config --set WEB_FETCH_API_KEY=your_key_here
Vision Simulator Data Schema & Taxonomy
Vision Simulator organizes data through a sequential pipeline that feeds into a final markdown-formatted report. The taxonomy includes:
| Data Layer | Description |
|---|---|
| Input Scenario | User-defined marketing text and campaign goals. |
| Reality Data | Summarized news feeds and trend metrics from web sources. |
| Persona Insights | Qualitative reactions from 30-35 age-range personas and price-sensitive groups. |
| Metric Table | Success probability (%), Purchase Intent (1-10), and Viral Potential (1-10). |
| Actionable Metadata | Ranked priority items and categorized risk factors. |
Vision Simulator Advanced Features
- Multi-Agent Spawning: Utilizes sessions_spawn to run five distinct AI roles independently for unbiased results.
- Real-Time News Integration: Pro feature that fetches live data from Google News and Naver to ground simulations in current events.
- Custom Agent Support: Enterprise users can define custom personas and industry-specific expert agents within the Openclaw Skills ecosystem.
- Sequential Workflow Execution: Automates the transition from keyword extraction to web search and final report synthesis.
- Interactive Brainstorming: Allows users to engage in deep-dive Q&A sessions with any of the five agents after the initial report is generated.
SKILL.md
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