data-analyst-proComplete the data analysis tasks delegated by the user.If the code needs to operate on files, please ensure that the file is listed in the `upload_files` par...
Install via ClawdBot CLI:
clawdbot install realRoc/data-analyst-proThis skill provides specialized capabilities for data analyst.
Complete the data analysis tasks delegated by the user.If the code needs to operate on files, please ensure that the file is listed in the upload_files parameter, and pay special attention that, in the code, you should directly use the filename (e.g., open('data.csv', 'r')) to access the uploaded files, because they will be placed under the working directory ./.
Generated Mar 1, 2026
Analyze monthly sales data to identify trends, top-performing products, and regional variations. This helps businesses optimize inventory and marketing strategies.
Process customer transaction data to segment users based on purchasing behavior and demographics. Enables targeted marketing campaigns and personalized offers.
Generate automated reports from financial datasets, such as profit and loss statements or expense tracking. Reduces manual effort and ensures accuracy in accounting.
Analyze patient records or clinical trial data to uncover patterns in treatment outcomes or disease prevalence. Supports medical research and operational improvements.
Evaluate logistics data to identify bottlenecks, forecast demand, and optimize delivery routes. Enhances efficiency and reduces costs in operations.
Offer data analysis as a service to clients who lack in-house expertise. Provide insights and reports on a project or retainer basis.
Develop a software tool that automates data analysis tasks for businesses. Users upload files to generate visualizations and insights via subscription.
Work independently to analyze data for small businesses or startups. Deliver customized reports and recommendations on a per-task basis.
💬 Integration Tip
Ensure uploaded files are correctly referenced in code using simple filenames, as they are placed in the working directory.
Guide any property decision for buyers, sellers, landlords, investors, or agents in any jurisdiction.
Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.
Document significant technical decisions with context, rationale, and consequences to maintain clear, lightweight architectural records for future reference.
Predict construction project costs using Machine Learning. Use Linear Regression, K-Nearest Neighbors, and Random Forest models on historical project data. Train, evaluate, and deploy cost prediction models.
Generate photorealistic architectural renders and visualizations using each::sense AI. Create exterior views, interior renders, sketch-to-render conversions,...
Dual-stream event publishing combining Kafka for durability with Redis Pub/Sub for real-time delivery. Use when building event-driven systems needing both guaranteed delivery and low-latency updates. Triggers on dual stream, event publishing, Kafka Redis, real-time events, pub/sub, streaming architecture.