发现 Skills

Synchronize construction digital twins with real-time data. Connect BIM models with IoT sensors, progress updates, and field data for live project visualization and monitoring.

Predict project duration using k-NN and regression. Estimate timeline based on similar historical projects.

Aggregate and analyze risks across construction project portfolio. Identify correlated risks, systemic exposures, and portfolio-level risk mitigation strategies.

Monitor environmental conditions on construction sites. Track air quality, noise levels, vibration, dust, and weather to ensure compliance and worker safety.

Build construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.

Build automated ETL (Extract-Transform-Load) pipelines for construction data. Process PDFs, Excel, BIM exports. Generate reports, dashboards, and integrate with other systems. Orchestrate with Airflow or n8n.

Push Excel data back to BIM models. Update parameters, properties, and attributes from structured spreadsheets.

Curated few-shot examples for construction AI tasks: classification, extraction, analysis. Domain-specific examples for improved LLM performance.

Generate Gantt charts for construction scheduling. Create visual project timelines with dependencies and progress tracking.

Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.

Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors early with domain-specific rules.

Analyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.

Calculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition.

Track and manage construction lien waivers. Monitor conditional and unconditional waivers, ensure compliance before payments, and prevent lien exposure.

Track material procurement from requisition to delivery. Monitor lead times, vendors, and costs.

Automate construction photo report generation using n8n with AI-powered image analysis.

Create n8n workflow for daily task assignment from PTO engineer to foreman via Telegram bot with status reporting.

Build no-code/low-code automation workflows for construction using n8n. Automate data extraction, cost estimation, report generation, and system integrations without writing code.

Access and utilize open construction pricing databases. Match BIM elements to standardized work items, calculate costs using public unit price databases with 55,000+ work items.

Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.

Automate construction permit tracking and management. Monitor application status, track renewal deadlines, manage document requirements, and integrate with municipal systems.

Construction quality control workflow automation. Manage QC inspections, track defects, generate NCRs, and ensure specification compliance throughout the project.

Track construction retainage/retention amounts. Monitor held amounts by subcontractor, track release conditions, and manage retainage billing.

What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.