DDC Skills Collection: Improvement Roadmap
Strategic Vision: Construction Industry Uberization
This roadmap defines a systematic approach to building a comprehensive AI skills collection for automating and "uberizing" construction company processes.
┌─────────────────────────────────────────────────────────────────────────────────┐
│ CONSTRUCTION AUTOMATION MATURITY MODEL │
├─────────────────────────────────────────────────────────────────────────────────┤
│ │
│ Level 5: AUTONOMOUS ┌──────────────────────────────────────────┐ │
│ [Future] │ Self-optimizing AI systems │ │
│ │ Predictive resource allocation │ │
│ │ Autonomous decision-making │ │
│ └──────────────────────────────────────────┘ │
│ ▲ │
│ Level 4: INTELLIGENT ┌──────────────────────────────────────────┐ │
│ [Target 2026] │ ML-powered predictions │ │
│ │ Vector search (CWICR integration) │ │
│ │ Multi-agent orchestration │ │
│ └──────────────────────────────────────────┘ │
│ ▲ │
│ Level 3: AUTOMATED ┌──────────────────────────────────────────┐ │
│ [Current Focus] │ n8n workflow automation │ │
│ │ CAD/BIM data extraction pipelines │ │
│ │ Document processing automation │ │
│ └──────────────────────────────────────────┘ │
│ ▲ │
│ Level 2: CONNECTED ┌──────────────────────────────────────────┐ │
│ [Foundation] │ Data standardization (CWICR ontology) │ │
│ │ API integrations (ERP, BIM servers) │ │
│ │ Centralized data storage │ │
│ └──────────────────────────────────────────┘ │
│ ▲ │
│ Level 1: DIGITIZED ┌──────────────────────────────────────────┐ │
│ [Baseline] │ Digital documents (PDF, Excel) │ │
│ │ CAD/BIM files │ │
│ │ Basic reporting │ │
│ └──────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────────┘
Phase 1: Foundation Strengthening
1.1 Data Layer Skills
Priority
Skill
Description
Source
HIGH
semantic-search-cwicr
55,719 work items, 9 languages
DDC_Toolkit
HIGH
data-quality-check
Validation rules for construction data
DDC_Methodology
MEDIUM
ontology-mapper
Map custom codes to CWICR standard
DDC_Methodology
MEDIUM
parquet-converter
Big data optimization for analytics
DDC_Methodology
1.2 Document Processing Skills
Priority
Skill
Description
Source
HIGH
pdf-construction
RFI, submittals, specifications
DDC_Curated
HIGH
xlsx-construction
Cost estimates, schedules, logs
DDC_Curated
MEDIUM
pdf-to-structured
Extract tables, drawings, specs
DDC_Methodology
MEDIUM
image-to-data
Site photos to structured data
DDC_Methodology
1.3 CAD/BIM Integration Skills
Priority
Skill
Description
Source
HIGH
revit-to-excel
No-license Revit conversion
DDC_Toolkit
HIGH
ifc-to-excel
OpenBIM data extraction
DDC_Toolkit
MEDIUM
dwg-to-excel
AutoCAD drawings processing
DDC_Toolkit
MEDIUM
nobim-image-generator
Python visualization for noBIM
DDC_Toolkit
Phase 2: Automation Workflows
2.1 n8n Pipeline Skills
Priority
Skill
Description
Source
HIGH
n8n-pto-pipeline
PTO → foreman task distribution
DDC_Insights
HIGH
n8n-cost-estimation
LLM + CWICR auto-estimates
DDC_Insights
MEDIUM
n8n-document-router
Auto-route incoming documents
NEW
MEDIUM
n8n-approval-workflow
Multi-stage approval chains
NEW
2.2 Integration Skills
Priority
Skill
Description
Source
HIGH
mcp-construction-apis
MCP servers for ERP, BIM
NEW
MEDIUM
webhook-processor
Process incoming webhooks
Community
MEDIUM
api-gateway-builder
Create API endpoints
Community
Phase 3: Quality Assurance
3.1 Verification Skills (From Community)
Priority
Skill
Description
Original Source
HIGH
verification-loop
Continuous QA verification
everything-claude-code
HIGH
security-review
Security checklist for systems
everything-claude-code
MEDIUM
tdd-workflow
Test-driven development
everything-claude-code
MEDIUM
eval-harness
Verification loop evaluation
everything-claude-code
3.2 Construction QA Skills
Priority
Skill
Description
Source
HIGH
bim-validation-pipeline
IDS/BIM model validation
DDC_Methodology
MEDIUM
estimate-validation
Cross-check cost estimates
DDC_Methodology
MEDIUM
schedule-validation
Critical path verification
NEW
Phase 4: Analytics & ML
4.1 Visualization Skills
Priority
Skill
Description
Source
HIGH
kpi-dashboard
Construction KPI dashboards
DDC_Methodology
HIGH
d3js-construction
D3.js visualizations
Community
MEDIUM
gantt-chart
Project schedule visualization
DDC_Methodology
MEDIUM
progress-reporting
Automated progress reports
NEW
4.2 Machine Learning Skills
Priority
Skill
Description
Source
HIGH
cost-prediction
ML-based cost forecasting
DDC_Methodology
HIGH
duration-prediction
Schedule prediction models
DDC_Methodology
MEDIUM
risk-assessment
Project risk analysis
NEW
MEDIUM
resource-optimization
Resource allocation ML
NEW
Phase 5: Multi-Agent Orchestration
5.1 Agent Architecture
┌─────────────────────────────────────────────────────────────────┐
│ CONSTRUCTION AI AGENT SWARM │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ PLANNER │ │ ESTIMATOR │ │ SCHEDULER │ │
│ │ Agent │ │ Agent │ │ Agent │ │
│ │ │◄──►│ │◄──►│ │ │
│ │ • Scope │ │ • QTO │ │ • CPM │ │
│ │ • Phases │ │ • CWICR │ │ • Resources │ │
│ │ • Risks │ │ • Pricing │ │ • 4D │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │ │
│ └──────────────────┼──────────────────┘ │
│ │ │
│ ┌───────▼───────┐ │
│ │ ORCHESTRATOR │ │
│ │ │ │
│ │ • Coordinates │ │
│ │ • Validates │ │
│ │ • Reports │ │
│ └───────┬───────┘ │
│ │ │
│ ┌─────────────┐ ┌──────▼──────┐ ┌─────────────┐ │
│ │ DOCUMENT │ │ VALIDATOR │ │ REPORTER │ │
│ │ Agent │ │ Agent │ │ Agent │ │
│ │ │◄──►│ │◄──►│ │ │
│ │ • PDF/Excel │ │ • BIM/IDS │ │ • Dashboards│ │
│ │ • RFI/CO │ │ • Quality │ │ • KPIs │ │
│ │ • Submittals│ │ • Security │ │ • Forecasts │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
5.2 Agent Skills (From Community)
Priority
Skill
Description
Original Source
HIGH
planner-agent
Implementation planning
everything-claude-code
HIGH
code-reviewer-agent
Quality and security review
everything-claude-code
MEDIUM
architect-agent
System design decisions
everything-claude-code
MEDIUM
doc-updater-agent
Documentation sync
everything-claude-code
Skills to Curate from Community
From obra/superpowers
Skill
Construction Application
/brainstorm
Project scope brainstorming
/write-plan
Implementation planning
/execute-plan
Automated execution
skills-search
Find relevant construction skills
From everything-claude-code
Skill
Construction Application
continuous-learning
Auto-extract patterns from sessions
strategic-compact
Context management for long projects
memory-persistence
Session state across project phases
verification-loop
Continuous QA for deliverables
From Trail of Bits Security
Skill
Construction Application
security-review
System security for construction apps
code-auditing
Review custom integrations
vulnerability-detection
Protect construction data
From Official Anthropic
Skill
Construction Application
pdf
Document processing
xlsx
Spreadsheet automation
mcp-builder
Build construction MCPs
webapp-testing
Test construction dashboards
MCP Servers for Construction
Priority MCP Integrations
# Recommended MCP servers for construction
mcp_servers:
# Data Sources
- name: qdrant-mcp
purpose: Vector search for CWICR database
priority: HIGH
- name: supabase-mcp
purpose: Project database, real-time sync
priority: HIGH
- name: postgres-mcp
purpose: ERP data access
priority: HIGH
# External APIs
- name: google-sheets-mcp
purpose: Spreadsheet collaboration
priority: MEDIUM
- name: google-drive-mcp
purpose: Document storage
priority: MEDIUM
- name: github-mcp
purpose: Code and config versioning
priority: MEDIUM
# Automation
- name: n8n-mcp
purpose: Workflow orchestration
priority: HIGH
- name: telegram-mcp
purpose: Team notifications
priority: MEDIUM
# BIM/CAD
- name: speckle-mcp
purpose: BIM data exchange
priority: HIGH
- name: ifc-server-mcp
purpose: OpenBIM model serving
priority: MEDIUM
Success Metrics
Skill Effectiveness KPIs
Metric
Target
Measurement
Skill Usage Rate
>80%
Skills invoked / Total tasks
Time Savings
>60%
Automated vs manual time
Error Reduction
>70%
Validation errors caught
User Satisfaction
>4.5/5
Feedback scores
Collection Growth Targets
Quarter
Skills Count
Categories
Q1 2026
60+
12
Q2 2026
80+
15
Q3 2026
100+
18
Q4 2026
120+
20
Implementation Priority Matrix
HIGH IMPACT
│
┌───────────────────┼───────────────────┐
│ │ │
│ QUICK WINS │ STRATEGIC │
│ │ │
│ • pdf-construction│ • multi-agent │
│ • xlsx-construction│ orchestration │
│ • verification-loop│ • ML predictions│
│ • security-review │ • MCP integrations│
LOW ├───────────────────┼───────────────────┤ HIGH
EFFORT│ │ │ EFFORT
│ FILL-INS │ MAJOR PROJECTS │
│ │ │
│ • d3js-viz │ • ERP integration│
│ • tdd-workflow │ • BIM server │
│ • continuous- │ • Real-time │
│ learning │ collaboration │
│ │ │
└───────────────────┼───────────────────┘
│
LOW IMPACT
Next Steps
Immediate Actions (This Session)
✅ Create Improvement Roadmap (this document)
Short-Term (Next Week)
Curate 10+ skills from obra/superpowers
Adapt everything-claude-code patterns
Build first MCP server (Qdrant for CWICR)
Create multi-agent orchestration framework
Medium-Term (Next Month)
Implement ML prediction skills
Build n8n workflow templates library
Create construction-specific agents
Develop integration testing framework
"If data is the new oil, we need to learn to define it, find it, mine it, refine it, to make it valuable." — Ralph Montague
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