DDC Skills Collection: Improvement Roadmap

This roadmap defines a systematic approach to building a comprehensive AI skills collection for automating and "uberizing" construction company processes.

tools-only Updated Sep 29, 2026 7 repo stars

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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)
Add security-review skill for construction
Add verification-loop skill for QA workflows
Add TDD workflow skill
Add D3.js visualization skill
Create MCP integration guide
Create Optimizer Communication Guide

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

---name: ddc-skills-collection-improvement-roadmapdescription: This roadmap defines a systematic approach to building a comprehensive AI skills collection for automating and "uberizing" construction company processes.---# DDC Skills Collection: Improvement Roadmap## Strategic Vision: Construction Industry UberizationThis 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```yaml# Recommended MCP servers for constructionmcp_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 ├───────────────────┼───────────────────┤ HIGHEFFORT│ │ │ 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)1. ✅ Create Improvement Roadmap (this document)2. [ ] Add security-review skill for construction3. [ ] Add verification-loop skill for QA workflows4. [ ] Add TDD workflow skill5. [ ] Add D3.js visualization skill6. [ ] Create MCP integration guide7. [ ] Create Optimizer Communication Guide### Short-Term (Next Week)1. Curate 10+ skills from obra/superpowers2. Adapt everything-claude-code patterns3. Build first MCP server (Qdrant for CWICR)4. Create multi-agent orchestration framework### Medium-Term (Next Month)1. Implement ML prediction skills2. Build n8n workflow templates library3. Create construction-specific agents4. 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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