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Claude Skills by datadrivenconstruction
github.com/datadrivenconstruction220 skills7 installs380 views
- Data Model DesignerDesign data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.Votes: 0GitHub stars: 299
- Standards Compliance CheckerCheck data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.Votes: 0GitHub stars: 299
- Data Anomaly DetectorDetect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.Votes: 0GitHub stars: 299
- Data Lineage TrackerTrack data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.Votes: 0GitHub stars: 299
- Data Quality CheckAssess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.Votes: 0GitHub stars: 299
- Validation Rules BuilderBuild validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, and schedule data.Votes: 0GitHub stars: 299
- Cost Estimation ResourceCalculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.Votes: 0GitHub stars: 299
- Estimate BuilderBuild construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.Votes: 0GitHub stars: 299
- Historical Cost AnalyzerAnalyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.Votes: 0GitHub stars: 299
- Unit Price Database ManagerManage construction unit price databases: update prices, track vendors, apply location factors, maintain historical records. Essential for accurate estimating.Votes: 0GitHub stars: 299
- Auto Estimate GeneratorAutomatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.Votes: 0GitHub stars: 299
- Bim QtoExtract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.Votes: 0GitHub stars: 299
- 4d SimulationCreate 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.Votes: 0GitHub stars: 299
- Co2 EstimationCalculate carbon footprint of construction projects. Estimate CO2 emissions from materials, transportation, and construction processes using emission factors databases.Votes: 0GitHub stars: 299
- Gantt ChartGenerate Gantt charts for construction scheduling. Create visual project timelines with dependencies and progress tracking.Votes: 0GitHub stars: 299
- Lifecycle Carbon CalculatorCalculate embodied carbon and lifecycle emissions for construction materials and projects. Support sustainable design decisions with carbon data.Votes: 0GitHub stars: 299
- Resource LevelerLevel and optimize construction resource allocation across project schedule. Balance labor, equipment usage, and avoid overallocation while maintaining critical path.Votes: 0GitHub stars: 299
- Erp Data ExtractorExtract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.Votes: 0GitHub stars: 299
- Interoperability AnalyzerAnalyze data interoperability issues in construction projects. Identify format incompatibilities and data loss points.Votes: 0GitHub stars: 299
- Data VisualizationCreate visualizations for construction data. Generate charts, graphs, heatmaps, and interactive dashboards using Matplotlib, Seaborn, and Plotly for project analysis and reporting.Votes: 0GitHub stars: 299
- Decision SupportProvide data-driven decision support for construction. Analyze multiple factors and recommend optimal project decisions.Votes: 0GitHub stars: 299
- Kpi DashboardBuild KPI dashboards for construction projects. Track CPI, SPI, quality, safety metrics in real-time.Votes: 0GitHub stars: 299
- Predictive Analytics ConstructionForecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities. Machine learning models for construction prediction.Votes: 0GitHub stars: 299
- Scenario PlannerWhat-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.Votes: 0GitHub stars: 299
- Airflow DagCreate Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.Votes: 0GitHub stars: 299
- Etl PipelineBuild 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.Votes: 0GitHub stars: 299
- Pdf Report GeneratorAutomatically generate PDF reports from construction data. Create formatted project reports with charts and tables.Votes: 0GitHub stars: 299
- Workflow AutomationAutomate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.Votes: 0GitHub stars: 299
- Bim Consistency CheckerCheck BIM model consistency: naming conventions, parameter completeness, spatial relationships, and data integrity across model elements.Votes: 0GitHub stars: 299
- Bim Validation PipelineBuild automated BIM validation pipelines for IFC/Revit data. Continuous validation against IDS, LOD requirements, COBie, and project-specific BEP standards.Votes: 0GitHub stars: 299
- Clash Resolution AnalyzerAnalyze BIM clash detection results and suggest resolutions. Prioritize clashes, identify patterns, assign responsibility, and track resolution status.Votes: 0GitHub stars: 299
- Ids CheckerCheck BIM data against IDS (Information Delivery Specification). Validate model information requirements and compliance.Votes: 0GitHub stars: 299
- Big Data AnalysisAnalyze large-scale construction datasets. Process thousands of projects for patterns, benchmarks, and predictive insights.Votes: 0GitHub stars: 299
- Parquet ConverterConvert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.Votes: 0GitHub stars: 299
- Vector SearchImplement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases (Qdrant, ChromaDB) for intelligent querying of specifications, standards, and project documents.Votes: 0GitHub stars: 299
- Cost PredictionPredict 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.Votes: 0GitHub stars: 299
- Duration PredictionPredict project duration using k-NN and regression. Estimate timeline based on similar historical projects.Votes: 0GitHub stars: 299
- Ml Model BuilderBuild ML models for construction predictions. Train and evaluate custom models for cost, duration, and risk prediction.Votes: 0GitHub stars: 299
- Ml Model RetrainerAutomated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.Votes: 0GitHub stars: 299
- Schedule ForecasterPredict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.Votes: 0GitHub stars: 299
- Digital Maturity AssessmentAssess organization's digital transformation readiness. Evaluate data culture, technology adoption, and process maturity.Votes: 0GitHub stars: 299
- Llm Document ExtractionExtract structured data from construction documents using LLMs. Process RFIs, submittals, contracts, specifications. Convert unstructured PDFs to structured JSON/Excel.Votes: 0GitHub stars: 299
- Multi Agent EstimationBuild multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.Votes: 0GitHub stars: 299
- N8n Cost EstimationBuild n8n pipeline for automated cost estimation from Revit/IFC using DDC CWICR database and LLM classification.Votes: 0GitHub stars: 299
- N8n Daily ReportAutomate daily construction report generation using n8n workflow automation.Votes: 0GitHub stars: 299
- N8n Photo ReportAutomate construction photo report generation using n8n with AI-powered image analysis.Votes: 0GitHub stars: 299
- N8n Project ManagementBuild a complete project management system with Telegram bot, task distribution, and photo reports using n8n. Based on DDC Project Management repository.Votes: 0GitHub stars: 299
- N8n Pto PipelineCreate n8n workflow for daily task assignment from PTO engineer to foreman via Telegram bot with status reporting.Votes: 0GitHub stars: 299
- Telegram Field BotBuild Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tracking. Integrate with n8n for automated workflows.Votes: 0GitHub stars: 299
- Voice To ReportConvert voice recordings to structured construction reports. Field workers speak, AI transcribes and formats. Supports daily reports, safety observations, progress updates.Votes: 0GitHub stars: 299