效率提升技能

Set up the ContextA8C MCP server for accessing Automattic internal resources (Slack, Linear, P2s, GitHub Enterprise, etc.)

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

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

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

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

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Build n8n pipeline for automated cost estimation from Revit/IFC using DDC CWICR database and LLM classification.

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

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

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

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Automate daily construction report generation using n8n workflow automation.

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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.

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

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Create Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.

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Calculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition.

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Build 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.

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Analyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.

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Generate structured construction meeting minutes. Track action items, decisions, and attendees.

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Track actual vs planned productivity using CWICR norms. Calculate productivity rates, identify variances, and generate performance reports.

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Build no-code/low-code automation workflows for construction using n8n. Automate data extraction, cost estimation, report generation, and system integrations without writing code.

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Automate BIM workflows using visual programming and Python. Create parametric schedules, export data, batch modify elements, and integrate with external data sources.

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Detect and analyze geometric clashes between BIM elements. Identify hard clashes, soft clashes, and workflow conflicts using spatial analysis and rule-based detection.

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4D scheduling and 5D cost modelling in OpenConstructionERP: build task schedules, link tasks to BIM elements and BOQ lines, roll up the cost model over time, and export Gantt/sequence views. Use for schedule-cost integration workflows.

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Portfolio mapping and model coordination in OpenConstructionERP: the 3D geo hub (Cesium), the coordination hub with clash AI, and geo-anchored projects. Use for multi-project portfolio views and BIM clash workflows.

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Field operations in OpenConstructionERP: punch list, daily diary, HSE observations and task tracking on site. Use when automating construction site workflows (deficiencies, diaries, safety, site tasks).

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