continuous-learning-construction
Continuous Learning for Construction Automation
This skill enables automatic extraction of valuable patterns, solutions, and best practices from construction automation sessions to build institutional knowledge.
When to Use
Activate this skill:
- At the end of complex estimation sessions
- After solving non-trivial data processing problems
- When discovering new integration patterns
- After completing successful document processing
- When developing new automation workflows
Pattern Extraction Framework
1. Session Analysis
class ConstructionSessionAnalyzer:
"""Extract learnings from automation sessions"""
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.
125drawing-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