datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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etl-pipeline Build automated ETL (Extract-Transform-Load) pipelines for construction data. Process PDFs, Excel, BIM exports. Gener…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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historical-data-manager Extract, clean, and organize legacy construction data from archives. Migrate historical project data, cost records, a…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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input-validation Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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labor-productivity-analytics Analyze construction labor productivity using data analytics. Track worker performance, identify inefficiencies, pred…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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lien-waiver-tracker Track and manage construction lien waivers. Monitor conditional and unconditional waivers, ensure compliance before p…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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multi-agent-estimation Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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project-closeout-checklist Manage project closeout activities. Track completion of documentation, warranties, and final inspections.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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schedule-compression Compress construction schedules using crashing and fast-tracking techniques. Analyze cost-time tradeoffs and find opt…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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vector-search Implement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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weather-impact-scheduler Analyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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workflow-automation Automate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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bim-to-schedule-4d Link BIM elements to schedule activities for 4D simulation. Visualize construction sequence over time.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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change-order-analysis Analyze and predict construction change orders using ML. Classify change order types, predict costs and schedule impa…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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clash-detection-analysis Detect and analyze geometric clashes between BIM elements. Identify hard clashes, soft clashes, and workflow conflict…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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compliance-tracker Track regulatory compliance for construction projects. Monitor permits, certifications, inspections, and regulatory r…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-crew-optimizer Optimize crew composition using CWICR labor norms. Balance productivity, cost, and skill requirements for constructio…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-data-loader Load and parse DDC CWICR construction cost database from multiple formats: Parquet, Excel, CSV, Qdrant snapshots. Fou…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-data-validator Validate CWICR data quality and estimate inputs. Check for errors, inconsistencies, outliers, and missing data.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-equipment-planner Plan equipment requirements using CWICR norms. Calculate equipment hours, scheduling, utilization rates, and rental v…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-multilingual Work with CWICR database across 26 languages. Cross-language matching, translation, and regional pricing.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-productivity-tracker Track actual vs planned productivity using CWICR norms. Calculate productivity rates, identify variances, and generat…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-rate-updater Update CWICR resource rates with current market prices. Integrate external price data, apply inflation adjustments, a…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-report-generator Generate professional cost estimation reports from CWICR calculations. HTML, PDF, Excel outputs with charts and break…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-resource-analyzer Analyze construction resources (labor, materials, equipment) from DDC CWICR database. Calculate resource requirements…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-subcontractor Analyze and compare subcontractor bids against CWICR benchmarks. Evaluate pricing, identify outliers, and support neg…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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erp-data-extractor Extract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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erp-integration-analysis Analyze ERP system integration for construction data flows. Map and optimize data flows between ERP modules

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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few-shot-examples Curated few-shot examples for construction AI tasks: classification, extraction, analysis. Domain-specific examples f…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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historical-cost-analyzer Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects,…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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interoperability-analyzer Analyze data interoperability issues in construction projects. Identify format incompatibilities and data loss points.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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payment-application-generator Generate AIA-style payment applications. Track schedule of values, calculate retention, and produce payment documenta…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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productivity-analyzer Analyze labor productivity from site data. Compare planned vs actual, identify trends, benchmark against industry sta…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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prompt-templates Reusable prompt templates for construction AI tasks: cost estimation, schedule analysis, document processing, BIM que…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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resource-allocation-optimizer Optimize construction resource allocation across activities. Level resources, resolve over-allocations, and balance w…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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retention-tracker Track construction retainage/retention amounts. Monitor held amounts by subcontractor, track release conditions, and …

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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schema-validation JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data stru…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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telegram-field-bot Build Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tr…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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uberization-readiness Assess company readiness for construction industry uberization. Analyze data transparency, process automation, and co…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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validation-rules-builder Build validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, a…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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clash-resolution-analyzer Analyze BIM clash detection results and suggest resolutions. Prioritize clashes, identify patterns, assign responsibi…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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co2-estimation Calculate carbon footprint of construction projects. Estimate CO2 emissions from materials, transportation, and const…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-comparison-tool Compare cost estimates across projects, versions, and scenarios. Identify variances, benchmark against standards, and…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-escalation Apply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and lab…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-historical-cost Track and analyze historical cost data using CWICR. Compare actual vs estimated costs, build project cost database, a…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-labor-scheduler Schedule labor crews based on CWICR norms and project timeline. Calculate crew sizes, shifts, and labor loading curve…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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cwicr-location-factor Apply geographic location factors to CWICR estimates. Adjust costs for regional labor rates, material prices, and mar…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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data-lineage-tracker Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, an…

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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df-merger Merge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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material-delivery-tracker Track material deliveries, manage inventory, and coordinate logistics. Monitor delivery schedules and site storage.

datadrivenconstruction/ddc_skills_for_ai_agents_in_construction

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