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Claude Skills by datadrivenconstruction

github.com/datadrivenconstruction

221 skillsA× 218B× 2C× 17 installs366 views

Data Model DesignerADesign data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.databasespythonsqlVotes: 0GitHub stars: 299
Standards Compliance CheckerACheck data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.code-qualitypythonVotes: 0GitHub stars: 299
Data Anomaly DetectorADetect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.datapythonbashVotes: 0GitHub stars: 299
Data Lineage TrackerATrack data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.datapythongoVotes: 0GitHub stars: 299
Data Quality CheckAAssess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.datapythongoVotes: 0GitHub stars: 299
Validation Rules BuilderABuild validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, and schedule data.code-qualitypythonVotes: 0GitHub stars: 299
Cost Estimation ResourceACalculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.datapythondatabaseVotes: 0GitHub stars: 299
Estimate BuilderABuild construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.businesspythongoVotes: 0GitHub stars: 299
Historical Cost AnalyzerAAnalyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.datapythongoVotes: 0GitHub stars: 299
Unit Price Database ManagerAManage construction unit price databases: update prices, track vendors, apply location factors, maintain historical records. Essential for accurate estimating.databasespythongoVotes: 0GitHub stars: 299
Auto Estimate GeneratorAAutomatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.datapythonVotes: 0GitHub stars: 299
Bim QtoAExtract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.datapythongoVotes: 0GitHub stars: 299
4d SimulationACreate 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.datapythongoVotes: 0GitHub stars: 299
Co2 EstimationACalculate carbon footprint of construction projects. Estimate CO2 emissions from materials, transportation, and construction processes using emission factors databases.datapythongoVotes: 0GitHub stars: 299
Gantt ChartAGenerate Gantt charts for construction scheduling. Create visual project timelines with dependencies and progress tracking.datapythonVotes: 0GitHub stars: 299
Lifecycle Carbon CalculatorACalculate embodied carbon and lifecycle emissions for construction materials and projects. Support sustainable design decisions with carbon data.datapythongoVotes: 0GitHub stars: 299
Resource LevelerALevel and optimize construction resource allocation across project schedule. Balance labor, equipment usage, and avoid overallocation while maintaining critical path.toolspythonbashVotes: 0GitHub stars: 299
Erp Data ExtractorAExtract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.databasespythongoVotes: 0GitHub stars: 299
Interoperability AnalyzerAAnalyze data interoperability issues in construction projects. Identify format incompatibilities and data loss points.datapythonVotes: 0GitHub stars: 299
Data VisualizationACreate visualizations for construction data. Generate charts, graphs, heatmaps, and interactive dashboards using Matplotlib, Seaborn, and Plotly for project analysis and reporting.datapythongoVotes: 0GitHub stars: 299
Decision SupportAProvide data-driven decision support for construction. Analyze multiple factors and recommend optimal project decisions.datapythonVotes: 0GitHub stars: 299
Kpi DashboardABuild KPI dashboards for construction projects. Track CPI, SPI, quality, safety metrics in real-time.datapythongoVotes: 0GitHub stars: 299
Predictive Analytics ConstructionAForecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities. Machine learning models for construction prediction.datapythongoVotes: 0GitHub stars: 299
Scenario PlannerAWhat-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.datapythonbashVotes: 0GitHub stars: 299
Airflow DagACreate Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.devopspythonbashVotes: 0GitHub stars: 299
Etl PipelineABuild 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.datapythongoVotes: 0GitHub stars: 299
Pdf Report GeneratorAAutomatically generate PDF reports from construction data. Create formatted project reports with charts and tables.documentationpythongoVotes: 0GitHub stars: 299
Workflow AutomationAAutomate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.toolspythongoVotes: 0GitHub stars: 299
Bim Consistency CheckerACheck BIM model consistency: naming conventions, parameter completeness, spatial relationships, and data integrity across model elements.ai-agentspythongoVotes: 0GitHub stars: 299
Bim Validation PipelineABuild automated BIM validation pipelines for IFC/Revit data. Continuous validation against IDS, LOD requirements, COBie, and project-specific BEP standards.ai-agentspythongoVotes: 0GitHub stars: 299
Clash Resolution AnalyzerAAnalyze BIM clash detection results and suggest resolutions. Prioritize clashes, identify patterns, assign responsibility, and track resolution status.ai-agentspythongoVotes: 0GitHub stars: 299
Ids CheckerACheck BIM data against IDS (Information Delivery Specification). Validate model information requirements and compliance.code-qualitypythonVotes: 0GitHub stars: 299
Big Data AnalysisAAnalyze large-scale construction datasets. Process thousands of projects for patterns, benchmarks, and predictive insights.datapythongoVotes: 0GitHub stars: 299
Parquet ConverterAConvert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.datapythongoVotes: 0GitHub stars: 299
Vector SearchAImplement 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.datapythongoVotes: 0GitHub stars: 299
Cost PredictionAPredict 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.datapythongoVotes: 0GitHub stars: 299
Duration PredictionAPredict project duration using k-NN and regression. Estimate timeline based on similar historical projects.datapythonperformanceVotes: 0GitHub stars: 299
Ml Model BuilderABuild ML models for construction predictions. Train and evaluate custom models for cost, duration, and risk prediction.datapythongoVotes: 0GitHub stars: 299
Ml Model RetrainerAAutomated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.datapythonbashVotes: 0GitHub stars: 299
Schedule ForecasterAPredict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.ai-agentspythonbashVotes: 0GitHub stars: 299
Digital Maturity AssessmentAAssess organization's digital transformation readiness. Evaluate data culture, technology adoption, and process maturity.businesspythongoVotes: 0GitHub stars: 299
Llm Document ExtractionAExtract structured data from construction documents using LLMs. Process RFIs, submittals, contracts, specifications. Convert unstructured PDFs to structured JSON/Excel.ai-agentspythonbashVotes: 0GitHub stars: 299
Multi Agent EstimationABuild multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.ai-agentspythonrustVotes: 0GitHub stars: 299
N8n Cost EstimationABuild n8n pipeline for automated cost estimation from Revit/IFC using DDC CWICR database and LLM classification.ai-agentsjavascriptgoVotes: 0GitHub stars: 299
N8n Daily ReportAAutomate daily construction report generation using n8n workflow automation.toolspythonnodeVotes: 0GitHub stars: 299
N8n Photo ReportAAutomate construction photo report generation using n8n with AI-powered image analysis.toolspythongoVotes: 0GitHub stars: 299
N8n Project ManagementABuild a complete project management system with Telegram bot, task distribution, and photo reports using n8n. Based on DDC Project Management repository.businesspythongoVotes: 0GitHub stars: 299
N8n Pto PipelineACreate n8n workflow for daily task assignment from PTO engineer to foreman via Telegram bot with status reporting.developmentjavascriptgoVotes: 0GitHub stars: 299
Telegram Field BotABuild Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tracking. Integrate with n8n for automated workflows.ai-agentspythonbashVotes: 0GitHub stars: 299
Voice To ReportAConvert voice recordings to structured construction reports. Field workers speak, AI transcribes and formats. Supports daily reports, safety observations, progress updates.ai-agentspythonbashVotes: 0GitHub stars: 299

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