datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction - Page 5

ids-checker

Check BIM data against IDS (Information Delivery Specification). Validate model information requirements and compliance.

big-data-analysis

Analyze large-scale construction datasets. Process thousands of projects for patterns, benchmarks, and predictive insights.

parquet-converter

Convert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.

vector-search

Implement 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.

Source text: Russian

cost-prediction

Predict 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.

Source text: Russian

duration-prediction

Predict project duration using k-NN and regression. Estimate timeline based on similar historical projects.

ml-model-builder

Build ML models for construction predictions. Train and evaluate custom models for cost, duration, and risk prediction.

ml-model-retrainer

Automated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.

schedule-forecaster

Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.

digital-maturity-assessment

Assess organization's digital transformation readiness. Evaluate data culture, technology adoption, and process maturity.

llm-document-extraction

Extract structured data from construction documents using LLMs. Process RFIs, submittals, contracts, specifications. Convert unstructured PDFs to structured JSON/Excel.

multi-agent-estimation

Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.

n8n-daily-report

Automate daily construction report generation using n8n workflow automation.

n8n-photo-report

Automate construction photo report generation using n8n with AI-powered image analysis.

n8n-project-management

Build a complete project management system with Telegram bot, task distribution, and photo reports using n8n. Based on DDC Project Management repository.

n8n-pto-pipeline

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

telegram-field-bot

Build Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tracking. Integrate with n8n for automated workflows.

voice-to-report

Convert voice recordings to structured construction reports. Field workers speak, AI transcribes and formats. Supports daily reports, safety observations, progress updates.

uberization-readiness

Assess company readiness for construction industry uberization. Analyze data transparency, process automation, and competitive positioning against open data platforms.

compliance-tracker

Track regulatory compliance for construction projects. Monitor permits, certifications, inspections, and regulatory requirements with automated alerts and reporting.

incident-reporting

Construction safety incident reporting and analysis. Capture incidents, conduct investigations, track corrective actions, and analyze trends for prevention.

quality-control-workflow

Construction quality control workflow automation. Manage QC inspections, track defects, generate NCRs, and ensure specification compliance throughout the project.

safety-inspection-checklist

Digital safety inspection checklists for construction sites. Generate, conduct, and track safety inspections with automated reporting and compliance monitoring.

toolbox-talk-generator

Generate safety toolbox talks for construction crews. Create contextual safety briefings based on weather, work activities, and recent incidents. Support multiple languages.

critical-path-analyzer

Analyze construction schedule critical path. Identify critical activities, calculate float, simulate schedule impacts, and optimize project duration.

delay-analysis

Analyze construction schedule delays for claims and recovery. Perform time impact analysis, identify delay causes, calculate damages, and document for disputes.

look-ahead-scheduler

Generate rolling look-ahead schedules for construction. Create 2-week, 3-week, or 6-week look-aheads with constraint analysis and crew coordination.

resource-allocation-optimizer

Optimize construction resource allocation across activities. Level resources, resolve over-allocations, and balance workload while minimizing schedule impact.

schedule-compression

Compress construction schedules using crashing and fast-tracking techniques. Analyze cost-time tradeoffs and find optimal acceleration strategies.

change-order-manager

Manage construction change orders from request to approval. Track costs, schedule impacts, and maintain audit trail for dispute prevention.

claims-documentation

Document construction claims for disputes and recovery. Compile evidence, calculate damages, track notice requirements, and prepare claim packages.

contract-clause-extractor

Extract and analyze key clauses from construction contracts. Identify payment terms, change order procedures, dispute resolution, warranties, and risk allocation provisions.

lien-waiver-tracker

Track and manage construction lien waivers. Monitor conditional and unconditional waivers, ensure compliance before payments, and prevent lien exposure.

input-validation

Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors early with domain-specific rules.

schema-validation

JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structure compliance before processing.

docx-construction

Word document generation for construction: contracts, proposals, reports, specifications, transmittals. Template-based with dynamic content insertion.

email-construction

Email generation for construction workflows: RFI responses, submittal transmittals, meeting notices, change order notifications. Professional templates with context-aware content.

pdf-construction

PDF processing for construction documents: RFIs, submittals, specifications, drawing packages. Extract data, merge packages, fill forms.

pptx-construction

PowerPoint generation for construction: project updates, stakeholder presentations, progress reports, bid presentations. Automated slide creation with charts and data.

xlsx-construction

Excel/spreadsheet processing for construction: estimates, schedules, tracking logs, quantity takeoffs. Formulas, formatting, analysis.