cwicr-productivity-tracker
CWICR Productivity Tracker
Business Case
Problem Statement
Project performance tracking requires:
- Comparing actual vs planned productivity
- Identifying underperforming activities
- Forecasting completion dates
- Learning from historical data
Solution
Track productivity by comparing actual hours/quantities against CWICR norms, generating variance analysis and forecasts.
Business Value
- Performance visibility - Real-time productivity metrics
- Early warning - Identify issues before escalation
- Continuous improvement - Learn from variances
- Accurate forecasting - Data-driven predictions
More from datadrivenconstruction/ddc_skills_for_ai_agents_in_construction
cad-to-data
Convert CAD/BIM files to structured data. Extract element data from Revit, IFC, DWG, DGN files.
154dwg-to-excel
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.
126drawing-analyzer
Analyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.
85cost-estimation-resource
Calculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.
63pandas-construction-analysis
Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.
45ifc-data-extraction
Extract structured data from IFC (Industry Foundation Classes) files using IfcOpenShell. Parse BIM models, extract quantities, properties, spatial relationships, and export to various formats.
42