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Manufacturing, Agriculture & Environment Workflows

Manufacturing, Agriculture & Environment Workflows

Version: 1.0.0 Last Updated: December 12, 2025 Purpose: Industry-specific workflow catalog for manufacturing, supply chain, agriculture, environmental, and construction domains

Table of Contents​

1. Manufacturing Production​

1. production-planning-workflow​

  • Description: Create production schedules, allocate resources, and optimize manufacturing timelines based on orders and capacity
  • Trigger: /plan-production or manual
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /analyze, /optimize
  • Steps:
    1. Order analysis - data-analyst - Review pending orders and priority levels
    2. Capacity assessment - orchestrator - Analyze available equipment and workforce
    3. Schedule optimization - project-architect - Create optimal production timeline
    4. Resource allocation - orchestrator - Assign equipment, personnel, and materials
    5. Bottleneck identification - data-analyst - Identify and mitigate capacity constraints
    6. Plan validation - component-qa-validator - Verify feasibility and compliance
    7. Schedule publication - codi-documentation-writer - Generate production schedules
  • Tags: [manufacturing, planning, scheduling, optimization, capacity]

2. work-order-management​

  • Description: Create, track, and manage manufacturing work orders from initiation to completion
  • Trigger: /create-work-order or manual
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect
    • Commands: /new-project, /track-progress
  • Steps:
    1. Work order creation - project-architect - Generate work order with specifications
    2. BOM validation - component-qa-validator - Verify bill of materials completeness
    3. Resource assignment - orchestrator - Assign equipment and personnel
    4. Progress tracking - orchestrator - Monitor work order status and milestones
    5. Quality checkpoints - component-qa-validator - Validate quality at key stages
    6. Completion verification - component-qa-reviewer - Verify final output meets specs
  • Tags: [manufacturing, work-orders, tracking, production]

3. quality-control-inspection​

  • Description: Perform systematic quality inspections during and after production with statistical process control
  • Trigger: /quality-inspect or scheduled
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: component-qa-validator, component-qa-reviewer, data-analyst
    • Commands: /run-tests, /analyze
  • Steps:
    1. Inspection planning - component-qa-validator - Define inspection points and criteria
    2. Sample collection - orchestrator - Collect representative samples per SPC standards
    3. Measurement execution - component-qa-validator - Perform dimensional and functional tests
    4. Statistical analysis - data-analyst - Analyze measurements against control limits
    5. Defect categorization - component-qa-reviewer - Classify any non-conformances
    6. Corrective action - orchestrator - Initiate corrective actions if needed
    7. Documentation - codi-documentation-writer - Record inspection results
  • Tags: [quality, inspection, testing, spc, compliance]

4. equipment-maintenance-workflow​

  • Description: Schedule preventive maintenance, track equipment health, and manage maintenance work orders
  • Trigger: /schedule-maintenance or time-based
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: devops-engineer, orchestrator, data-analyst
    • Commands: /monitor, /schedule
  • Steps:
    1. Equipment monitoring - data-analyst - Track equipment performance metrics
    2. Maintenance scheduling - orchestrator - Create preventive maintenance schedule
    3. Work order generation - devops-engineer - Generate maintenance work orders
    4. Downtime planning - project-architect - Schedule maintenance during low-demand periods
    5. Parts procurement - orchestrator - Order replacement parts and consumables
    6. Maintenance execution - devops-engineer - Perform maintenance tasks
    7. Equipment validation - component-qa-validator - Verify equipment functionality post-maintenance
    8. Documentation - codi-documentation-writer - Update maintenance logs
  • Tags: [maintenance, equipment, preventive, scheduling, reliability]

5. inventory-management-workflow​

  • Description: Track raw materials, work-in-progress, and finished goods inventory with automated reordering
  • Trigger: /inventory-check or automated
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: optional
  • Dependencies:
    • Agents: data-analyst, orchestrator
    • Commands: /analyze, /optimize
  • Steps:
    1. Inventory audit - data-analyst - Count and verify current inventory levels
    2. Usage analysis - data-analyst - Analyze consumption patterns and trends
    3. Reorder point calculation - orchestrator - Calculate optimal reorder points
    4. Procurement trigger - orchestrator - Generate purchase requisitions when needed
    5. Inventory optimization - data-analyst - Recommend inventory reduction opportunities
    6. Reporting - codi-documentation-writer - Generate inventory status reports
  • Tags: [inventory, materials, tracking, optimization, procurement]

6. shift-scheduling-workflow​

  • Description: Create and optimize employee shift schedules balancing coverage, skills, and labor regulations
  • Trigger: /schedule-shifts or weekly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /optimize, /validate
  • Steps:
    1. Demand forecasting - data-analyst - Predict staffing needs by shift
    2. Skills assessment - orchestrator - Identify required skills per shift
    3. Availability collection - orchestrator - Gather employee availability and preferences
    4. Schedule optimization - project-architect - Create optimal shift assignments
    5. Compliance check - component-qa-validator - Verify labor law and union compliance
    6. Conflict resolution - orchestrator - Resolve scheduling conflicts
    7. Schedule publication - codi-documentation-writer - Publish and notify employees
  • Tags: [scheduling, workforce, optimization, compliance, labor]

7. safety-compliance-tracking​

  • Description: Monitor workplace safety, track incidents, conduct safety audits, and ensure OSHA compliance
  • Trigger: /safety-audit or scheduled
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: security-specialist, component-qa-validator, codi-documentation-writer
    • Commands: /security-scan, /audit
  • Steps:
    1. Safety inspection - security-specialist - Conduct workplace safety walkthrough
    2. Hazard identification - security-specialist - Identify potential safety hazards
    3. Incident review - component-qa-reviewer - Analyze recent safety incidents
    4. Compliance check - component-qa-validator - Verify OSHA and regulatory compliance
    5. Training assessment - orchestrator - Identify safety training needs
    6. Corrective actions - orchestrator - Implement safety improvements
    7. Documentation - codi-documentation-writer - Update safety records and reports
  • Tags: [safety, compliance, osha, audit, workplace]

8. defect-tracking-workflow​

  • Description: Log manufacturing defects, perform root cause analysis, and implement corrective actions
  • Trigger: /log-defect or on-detection
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: component-qa-validator, data-analyst, orchestrator
    • Commands: /analyze, /debug
  • Steps:
    1. Defect logging - component-qa-validator - Record defect details and classification
    2. Impact assessment - data-analyst - Analyze defect frequency and severity
    3. Root cause analysis - orchestrator - Investigate underlying causes using 5-Why
    4. Corrective action plan - project-architect - Define corrective and preventive actions
    5. Implementation - orchestrator - Execute corrective actions
    6. Verification - component-qa-validator - Verify defect resolution
    7. Trending analysis - data-analyst - Track defect trends over time
  • Tags: [quality, defects, root-cause, corrective-action, tracking]

9. supplier-coordination-workflow​

  • Description: Manage supplier relationships, track performance, and coordinate material deliveries
  • Trigger: /supplier-review or scheduled
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: recommended
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, component-qa-validator
    • Commands: /analyze, /track-progress
  • Steps:
    1. Supplier performance tracking - data-analyst - Monitor on-time delivery and quality metrics
    2. Quality assessment - component-qa-validator - Evaluate incoming material quality
    3. Issue escalation - orchestrator - Address performance or quality issues
    4. Contract review - component-qa-reviewer - Review supplier contracts and terms
    5. Relationship management - orchestrator - Maintain supplier communications
    6. Supplier scorecard - codi-documentation-writer - Generate supplier performance reports
  • Tags: [suppliers, procurement, relationships, quality, performance]

10. production-cost-tracking​

  • Description: Monitor and analyze manufacturing costs including materials, labor, overhead, and identify cost reduction opportunities
  • Trigger: /cost-analysis or monthly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, project-architect
    • Commands: /analyze, /optimize
  • Steps:
    1. Cost data collection - data-analyst - Gather material, labor, and overhead costs
    2. Cost allocation - orchestrator - Assign costs to products and work orders
    3. Variance analysis - data-analyst - Compare actual vs. standard costs
    4. Trend identification - data-analyst - Identify cost trends and anomalies
    5. Optimization opportunities - project-architect - Recommend cost reduction initiatives
    6. Budget forecasting - orchestrator - Project future costs based on trends
    7. Reporting - codi-documentation-writer - Generate cost analysis reports
  • Tags: [costing, analysis, optimization, budget, variance]

2. Supply Chain & Logistics​

11. demand-forecasting-workflow​

  • Description: Analyze historical data and market trends to predict future product demand and optimize inventory
  • Trigger: /forecast-demand or monthly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, project-architect
    • Commands: /analyze, /optimize
  • Steps:
    1. Historical analysis - data-analyst - Analyze past sales and demand patterns
    2. Trend identification - data-analyst - Identify seasonal and market trends
    3. Model development - data-analyst - Build forecasting models (time series, ML)
    4. Forecast generation - orchestrator - Generate demand forecasts by SKU
    5. Accuracy validation - component-qa-validator - Validate forecast accuracy
    6. Inventory planning - project-architect - Translate forecasts to inventory plans
    7. Stakeholder communication - codi-documentation-writer - Publish forecast reports
  • Tags: [forecasting, demand, analytics, planning, inventory]

12. procurement-workflow​

  • Description: Manage purchase requisitions, vendor selection, purchase orders, and procurement tracking
  • Trigger: /create-po or on-demand
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, component-qa-validator, data-analyst
    • Commands: /new-project, /track-progress
  • Steps:
    1. Requisition review - orchestrator - Review and approve purchase requisitions
    2. Vendor selection - data-analyst - Identify and evaluate potential vendors
    3. Quote comparison - component-qa-validator - Compare vendor quotes and terms
    4. PO creation - orchestrator - Generate purchase orders
    5. Order tracking - orchestrator - Monitor order status and delivery dates
    6. Receipt verification - component-qa-validator - Verify received goods against PO
    7. Invoice reconciliation - orchestrator - Match invoices to POs and receipts
  • Tags: [procurement, purchasing, vendors, orders, tracking]

13. warehouse-management-workflow​

  • Description: Optimize warehouse operations including receiving, putaway, picking, packing, and cycle counting
  • Trigger: /warehouse-optimize or daily
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, devops-engineer
    • Commands: /optimize, /monitor
  • Steps:
    1. Receiving operations - orchestrator - Process incoming shipments and quality checks
    2. Putaway optimization - data-analyst - Determine optimal storage locations
    3. Pick list generation - orchestrator - Create optimized picking routes
    4. Inventory accuracy - component-qa-validator - Conduct cycle counts and audits
    5. Packing operations - orchestrator - Manage packing and shipping prep
    6. Space optimization - data-analyst - Analyze warehouse utilization
    7. Performance metrics - codi-documentation-writer - Track warehouse KPIs
  • Tags: [warehouse, logistics, optimization, inventory, operations]

14. shipping-coordination-workflow​

  • Description: Coordinate outbound shipments, select carriers, generate shipping documents, and track deliveries
  • Trigger: /ship-order or automated
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: optional
  • Dependencies:
    • Agents: orchestrator, devops-engineer
    • Commands: /deploy, /track-progress
  • Steps:
    1. Order consolidation - orchestrator - Group orders for efficient shipping
    2. Carrier selection - data-analyst - Select optimal carrier based on cost/speed
    3. Document generation - codi-documentation-writer - Generate BOLs, packing lists, labels
    4. Package preparation - orchestrator - Coordinate packing and labeling
    5. Pickup scheduling - devops-engineer - Schedule carrier pickup
    6. Shipment tracking - orchestrator - Monitor shipment status and ETA
    7. Customer notification - orchestrator - Send tracking information to customers
  • Tags: [shipping, logistics, carriers, tracking, delivery]

15. carrier-management-workflow​

  • Description: Manage carrier relationships, track performance, negotiate rates, and optimize carrier mix
  • Trigger: /carrier-review or quarterly
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: recommended
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, component-qa-validator
    • Commands: /analyze, /optimize
  • Steps:
    1. Performance tracking - data-analyst - Monitor on-time delivery and damage rates
    2. Cost analysis - data-analyst - Analyze shipping costs by carrier and lane
    3. Service evaluation - component-qa-validator - Assess carrier service quality
    4. Rate negotiation - orchestrator - Negotiate carrier contracts and rates
    5. Carrier diversification - project-architect - Optimize carrier mix for resilience
    6. Scorecard generation - codi-documentation-writer - Create carrier performance reports
  • Tags: [carriers, logistics, performance, optimization, contracts]

16. customs-import-workflow​

  • Description: Manage international shipments, customs documentation, duties/taxes, and regulatory compliance
  • Trigger: /process-import or on-arrival
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: orchestrator, security-specialist, codi-documentation-writer
    • Commands: /validate, /security-scan
  • Steps:
    1. Documentation preparation - codi-documentation-writer - Generate commercial invoice, packing list
    2. HS code classification - component-qa-validator - Classify products with HS codes
    3. Duty calculation - data-analyst - Calculate duties and taxes
    4. Compliance check - security-specialist - Verify regulatory compliance
    5. Customs filing - orchestrator - Submit electronic customs declarations
    6. Clearance tracking - orchestrator - Monitor customs clearance status
    7. Payment processing - orchestrator - Process duty and tax payments
  • Tags: [customs, import, compliance, international, documentation]

17. returns-processing-workflow​

  • Description: Handle product returns, process refunds/exchanges, analyze return reasons, and update inventory
  • Trigger: /process-return or on-request
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, component-qa-validator, data-analyst
    • Commands: /validate, /analyze
  • Steps:
    1. Return authorization - orchestrator - Review and approve RMA requests
    2. Receipt inspection - component-qa-validator - Inspect returned items
    3. Disposition decision - component-qa-reviewer - Determine restock, repair, or scrap
    4. Refund processing - orchestrator - Process refunds or exchanges
    5. Root cause analysis - data-analyst - Analyze return reasons and trends
    6. Inventory update - orchestrator - Update inventory with returned items
    7. Customer notification - orchestrator - Notify customer of return completion
  • Tags: [returns, rma, refunds, quality, customer-service]

18. inventory-optimization-workflow​

  • Description: Analyze inventory levels, optimize safety stock, reduce excess, and improve inventory turnover
  • Trigger: /optimize-inventory or monthly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, project-architect
    • Commands: /analyze, /optimize
  • Steps:
    1. ABC analysis - data-analyst - Classify inventory by value and velocity
    2. Inventory turnover - data-analyst - Calculate turnover ratios by SKU
    3. Safety stock calculation - orchestrator - Determine optimal safety stock levels
    4. Excess identification - data-analyst - Identify slow-moving and obsolete inventory
    5. Optimization recommendations - project-architect - Recommend inventory adjustments
    6. Disposition planning - orchestrator - Plan liquidation or usage of excess
    7. Implementation - orchestrator - Execute inventory optimization actions
  • Tags: [inventory, optimization, analytics, turnover, safety-stock]

19. supplier-evaluation-workflow​

  • Description: Systematically evaluate supplier performance across quality, delivery, cost, and service dimensions
  • Trigger: /evaluate-supplier or quarterly
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: data-analyst, component-qa-validator, orchestrator
    • Commands: /analyze, /full-review
  • Steps:
    1. Metric collection - data-analyst - Gather quality, delivery, and cost metrics
    2. Performance scoring - component-qa-validator - Score suppliers on key criteria
    3. Trend analysis - data-analyst - Analyze performance trends over time
    4. Risk assessment - security-specialist - Evaluate supplier risk factors
    5. Benchmarking - data-analyst - Compare suppliers against industry standards
    6. Action planning - orchestrator - Define improvement plans or sourcing changes
    7. Scorecard publication - codi-documentation-writer - Generate supplier scorecards
  • Tags: [suppliers, evaluation, performance, quality, risk]

20. delivery-tracking-workflow​

  • Description: Real-time tracking of shipments, proactive issue resolution, and customer delivery notifications
  • Trigger: Automated on-shipment
  • Complexity: simple
  • Duration: 1-5m
  • QA Integration:
    • validation: optional
    • review: none
  • Dependencies:
    • Agents: orchestrator, devops-engineer
    • Commands: /monitor, /track-progress
  • Steps:
    1. Tracking activation - orchestrator - Initiate tracking on shipment
    2. Status monitoring - devops-engineer - Monitor carrier tracking updates
    3. Exception detection - orchestrator - Identify delays or issues
    4. Proactive resolution - orchestrator - Address delivery exceptions
    5. ETA updates - orchestrator - Calculate and update delivery ETAs
    6. Customer notification - orchestrator - Send delivery status to customers
  • Tags: [tracking, delivery, monitoring, customer-service, logistics]

3. Agriculture & Farming​

21. crop-planning-workflow​

  • Description: Plan crop rotation, select varieties, allocate fields, and optimize planting schedules based on soil and climate
  • Trigger: /plan-crops or seasonal
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /new-project, /optimize
  • Steps:
    1. Field assessment - data-analyst - Analyze soil conditions and field history
    2. Crop selection - project-architect - Select optimal crops for rotation
    3. Variety selection - orchestrator - Choose varieties based on climate and market
    4. Field allocation - project-architect - Assign crops to fields
    5. Schedule optimization - data-analyst - Create planting schedule
    6. Input planning - orchestrator - Plan seed, fertilizer, and pesticide needs
    7. Documentation - codi-documentation-writer - Generate crop plan documents
  • Tags: [agriculture, planning, crops, rotation, optimization]

22. planting-schedule-workflow​

  • Description: Create detailed planting schedules accounting for weather, soil conditions, and equipment availability
  • Trigger: /schedule-planting or seasonal
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, project-architect
    • Commands: /schedule, /optimize
  • Steps:
    1. Weather analysis - data-analyst - Review historical and forecasted weather
    2. Soil readiness - component-qa-validator - Assess soil moisture and temperature
    3. Equipment scheduling - orchestrator - Allocate planting equipment and operators
    4. Seed preparation - orchestrator - Coordinate seed treatment and delivery
    5. Planting window - project-architect - Determine optimal planting dates
    6. Task sequencing - orchestrator - Sequence planting tasks by priority
    7. Schedule publication - codi-documentation-writer - Distribute planting schedule
  • Tags: [agriculture, planting, scheduling, weather, equipment]

23. irrigation-management-workflow​

  • Description: Monitor soil moisture, optimize irrigation schedules, and manage water usage for crop health and conservation
  • Trigger: /manage-irrigation or daily
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: optional
  • Dependencies:
    • Agents: devops-engineer, data-analyst, orchestrator
    • Commands: /monitor, /optimize
  • Steps:
    1. Soil moisture monitoring - devops-engineer - Track soil moisture sensors
    2. Weather integration - data-analyst - Incorporate rainfall and ET data
    3. Irrigation scheduling - orchestrator - Calculate optimal irrigation timing
    4. Water allocation - project-architect - Allocate water across fields
    5. System activation - devops-engineer - Activate irrigation systems
    6. Efficiency tracking - data-analyst - Monitor water usage efficiency
    7. Reporting - codi-documentation-writer - Generate irrigation reports
  • Tags: [agriculture, irrigation, water, monitoring, conservation]

24. pest-management-workflow​

  • Description: Monitor pest populations, implement integrated pest management, and track pesticide applications
  • Trigger: /monitor-pests or weekly
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, component-qa-validator
    • Commands: /monitor, /analyze
  • Steps:
    1. Pest scouting - data-analyst - Monitor pest populations and damage
    2. Threshold analysis - component-qa-validator - Compare to economic thresholds
    3. Treatment planning - orchestrator - Select IPM tactics (cultural, biological, chemical)
    4. Application scheduling - project-architect - Schedule pesticide applications
    5. Application execution - devops-engineer - Execute pesticide applications
    6. Effectiveness monitoring - data-analyst - Track treatment effectiveness
    7. Compliance documentation - codi-documentation-writer - Record pesticide use
  • Tags: [agriculture, pests, ipm, monitoring, pesticides]

25. harvest-planning-workflow​

  • Description: Plan harvest timing, allocate equipment and labor, coordinate storage and transportation
  • Trigger: /plan-harvest or seasonal
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /schedule, /optimize
  • Steps:
    1. Maturity monitoring - data-analyst - Track crop maturity indicators
    2. Harvest timing - project-architect - Determine optimal harvest windows
    3. Equipment allocation - orchestrator - Schedule harvesters and trucks
    4. Labor scheduling - orchestrator - Schedule harvest crews
    5. Storage preparation - devops-engineer - Prepare grain bins or cold storage
    6. Transportation coordination - orchestrator - Arrange hauling logistics
    7. Market coordination - orchestrator - Coordinate with buyers and markets
  • Tags: [agriculture, harvest, scheduling, logistics, planning]

26. yield-tracking-workflow​

  • Description: Monitor and analyze crop yields, compare to historical data, and identify improvement opportunities
  • Trigger: /track-yield or post-harvest
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, component-qa-validator
    • Commands: /analyze, /track-progress
  • Steps:
    1. Yield measurement - data-analyst - Collect yield data from harvest equipment
    2. Quality assessment - component-qa-validator - Evaluate crop quality metrics
    3. Spatial analysis - data-analyst - Create yield maps and identify patterns
    4. Historical comparison - data-analyst - Compare to previous years
    5. Input correlation - data-analyst - Analyze relationship to inputs and practices
    6. Improvement identification - project-architect - Recommend yield improvements
    7. Documentation - codi-documentation-writer - Generate yield reports
  • Tags: [agriculture, yield, analytics, quality, tracking]

27. equipment-maintenance-ag​

  • Description: Schedule and track agricultural equipment maintenance, repairs, and readiness for seasonal operations
  • Trigger: /maintain-equipment or scheduled
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: devops-engineer, orchestrator, data-analyst
    • Commands: /schedule, /monitor
  • Steps:
    1. Equipment inspection - devops-engineer - Conduct pre-season inspections
    2. Maintenance scheduling - orchestrator - Plan preventive maintenance
    3. Parts procurement - orchestrator - Order replacement parts
    4. Repair execution - devops-engineer - Perform repairs and maintenance
    5. Readiness verification - component-qa-validator - Verify equipment operational
    6. Usage tracking - data-analyst - Monitor equipment hours and performance
    7. Documentation - codi-documentation-writer - Update maintenance logs
  • Tags: [agriculture, equipment, maintenance, reliability, seasonal]

28. weather-monitoring-workflow​

  • Description: Monitor weather conditions, forecasts, and alerts to optimize agricultural operations and risk management
  • Trigger: Automated daily
  • Complexity: simple
  • Duration: 1-5m
  • QA Integration:
    • validation: optional
    • review: none
  • Dependencies:
    • Agents: data-analyst, orchestrator
    • Commands: /monitor, /analyze
  • Steps:
    1. Data collection - data-analyst - Gather weather data from stations and services
    2. Forecast analysis - data-analyst - Analyze short and long-term forecasts
    3. Risk assessment - orchestrator - Identify weather risks to operations
    4. Alert generation - orchestrator - Send alerts for critical conditions
    5. Decision support - project-architect - Recommend operational adjustments
    6. Historical tracking - data-analyst - Maintain weather history for analysis
  • Tags: [agriculture, weather, monitoring, forecasting, risk]

29. soil-analysis-workflow​

  • Description: Collect and analyze soil samples, track soil health, and optimize fertilizer applications
  • Trigger: /analyze-soil or seasonal
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, component-qa-validator, orchestrator
    • Commands: /analyze, /optimize
  • Steps:
    1. Sample collection - orchestrator - Collect representative soil samples
    2. Laboratory analysis - component-qa-validator - Analyze nutrient levels and pH
    3. Results interpretation - data-analyst - Interpret soil test results
    4. Fertilizer recommendations - project-architect - Calculate fertilizer needs
    5. Application planning - orchestrator - Plan fertilizer application timing
    6. Spatial mapping - data-analyst - Create soil fertility maps
    7. Documentation - codi-documentation-writer - Record soil data and recommendations
  • Tags: [agriculture, soil, analysis, fertility, optimization]

30. market-coordination-workflow​

  • Description: Track commodity prices, coordinate sales, manage contracts, and optimize marketing decisions
  • Trigger: /track-markets or daily
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: recommended
    • review: optional
  • Dependencies:
    • Agents: data-analyst, orchestrator
    • Commands: /analyze, /track-progress
  • Steps:
    1. Price monitoring - data-analyst - Track commodity prices and trends
    2. Market analysis - data-analyst - Analyze supply/demand fundamentals
    3. Sales planning - project-architect - Develop marketing strategy
    4. Contract negotiation - orchestrator - Negotiate forward contracts
    5. Delivery coordination - orchestrator - Schedule deliveries to buyers
    6. Performance tracking - data-analyst - Track marketing performance
  • Tags: [agriculture, marketing, commodities, pricing, contracts]

4. Environmental & Sustainability​

31. carbon-tracking-workflow​

  • Description: Monitor carbon emissions, track reduction initiatives, and report on carbon footprint across operations
  • Trigger: /track-carbon or monthly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: data-analyst, orchestrator, codi-documentation-writer
    • Commands: /analyze, /monitor
  • Steps:
    1. Emissions inventory - data-analyst - Collect scope 1, 2, 3 emissions data
    2. Calculation methodology - component-qa-validator - Apply GHG protocol standards
    3. Baseline establishment - orchestrator - Establish emissions baseline
    4. Reduction tracking - data-analyst - Monitor emissions reduction initiatives
    5. Offset management - orchestrator - Track carbon offset purchases
    6. Reporting preparation - codi-documentation-writer - Generate CDP or GRI reports
    7. Goal tracking - orchestrator - Monitor progress toward carbon neutrality
  • Tags: [environment, carbon, emissions, sustainability, reporting]

32. waste-management-workflow​

  • Description: Track waste generation, optimize recycling and diversion, and reduce waste to landfill
  • Trigger: /track-waste or weekly
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: data-analyst, orchestrator, component-qa-validator
    • Commands: /analyze, /optimize
  • Steps:
    1. Waste measurement - data-analyst - Track waste generation by type
    2. Diversion rate calculation - component-qa-validator - Calculate recycling and composting rates
    3. Waste stream analysis - data-analyst - Analyze waste composition
    4. Reduction opportunities - project-architect - Identify waste reduction initiatives
    5. Vendor management - orchestrator - Manage haulers and recyclers
    6. Compliance verification - security-specialist - Verify waste disposal compliance
    7. Reporting - codi-documentation-writer - Generate waste diversion reports
  • Tags: [environment, waste, recycling, sustainability, compliance]

33. energy-monitoring-workflow​

  • Description: Monitor energy consumption, identify efficiency opportunities, and track renewable energy usage
  • Trigger: /monitor-energy or daily
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: optional
  • Dependencies:
    • Agents: devops-engineer, data-analyst, orchestrator
    • Commands: /monitor, /analyze
  • Steps:
    1. Consumption monitoring - devops-engineer - Track energy usage by facility/equipment
    2. Trend analysis - data-analyst - Analyze consumption patterns and trends
    3. Benchmark comparison - data-analyst - Compare to industry benchmarks
    4. Efficiency identification - project-architect - Identify energy savings opportunities
    5. Renewable tracking - data-analyst - Track renewable energy generation/purchases
    6. Cost analysis - data-analyst - Analyze energy costs and savings
    7. Reporting - codi-documentation-writer - Generate energy performance reports
  • Tags: [environment, energy, monitoring, efficiency, renewables]

34. sustainability-reporting-workflow​

  • Description: Compile sustainability data, prepare ESG reports, and communicate environmental performance to stakeholders
  • Trigger: /sustainability-report or annually
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: data-analyst, codi-documentation-writer, component-qa-validator
    • Commands: /analyze, /full-review
  • Steps:
    1. Data collection - data-analyst - Gather environmental, social, governance data
    2. Framework alignment - component-qa-validator - Align to GRI, SASB, or TCFD standards
    3. Materiality assessment - orchestrator - Identify material sustainability topics
    4. Goal tracking - data-analyst - Track progress toward sustainability goals
    5. Report drafting - codi-documentation-writer - Draft sustainability report
    6. Stakeholder review - component-qa-reviewer - Review with internal stakeholders
    7. Publication - orchestrator - Publish and communicate report
  • Tags: [environment, sustainability, esg, reporting, stakeholders]

35. compliance-audit-workflow​

  • Description: Conduct environmental compliance audits, track permits, and ensure regulatory adherence
  • Trigger: /environmental-audit or quarterly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: security-specialist, component-qa-validator, orchestrator
    • Commands: /security-scan, /audit
  • Steps:
    1. Regulatory inventory - security-specialist - Identify applicable environmental regulations
    2. Permit tracking - orchestrator - Track permit status and renewals
    3. Compliance assessment - component-qa-validator - Evaluate compliance status
    4. Inspection preparation - orchestrator - Prepare for regulatory inspections
    5. Gap identification - component-qa-reviewer - Identify compliance gaps
    6. Corrective actions - orchestrator - Implement corrective measures
    7. Documentation - codi-documentation-writer - Maintain compliance records
  • Tags: [environment, compliance, audit, regulatory, permits]

36. green-initiatives-workflow​

  • Description: Plan, implement, and track environmental improvement projects and green initiatives
  • Trigger: /green-initiative or on-demand
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: project-architect, orchestrator, data-analyst
    • Commands: /new-project, /track-progress
  • Steps:
    1. Initiative planning - project-architect - Define green initiative scope and goals
    2. Impact assessment - data-analyst - Estimate environmental impact and ROI
    3. Resource allocation - orchestrator - Allocate budget and resources
    4. Implementation - orchestrator - Execute initiative activities
    5. Performance tracking - data-analyst - Monitor environmental and financial metrics
    6. Verification - component-qa-validator - Verify environmental benefits
    7. Communication - codi-documentation-writer - Share results with stakeholders
  • Tags: [environment, initiatives, projects, improvement, impact]

37. recycling-program-workflow​

  • Description: Establish and manage recycling programs, track participation, and optimize material recovery
  • Trigger: /manage-recycling or monthly
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, component-qa-validator
    • Commands: /analyze, /optimize
  • Steps:
    1. Program design - project-architect - Design recycling program structure
    2. Material tracking - data-analyst - Track recycled material volumes by type
    3. Participation monitoring - orchestrator - Monitor employee/customer participation
    4. Contamination reduction - component-qa-validator - Reduce contamination in streams
    5. Vendor coordination - orchestrator - Manage recycling vendors and pricing
    6. Revenue tracking - data-analyst - Track recycling revenue and costs
    7. Reporting - codi-documentation-writer - Report diversion rates and impact
  • Tags: [environment, recycling, materials, sustainability, tracking]

38. environmental-impact-assessment​

  • Description: Assess environmental impacts of projects or operations and develop mitigation strategies
  • Trigger: /impact-assessment or project-based
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: senior-architect, data-analyst, security-specialist
    • Commands: /analyze, /full-review
  • Steps:
    1. Scoping - senior-architect - Define assessment scope and boundaries
    2. Baseline characterization - data-analyst - Document existing environmental conditions
    3. Impact identification - orchestrator - Identify potential environmental impacts
    4. Significance evaluation - component-qa-validator - Evaluate impact significance
    5. Mitigation planning - project-architect - Develop mitigation and monitoring plans
    6. Regulatory review - security-specialist - Ensure regulatory compliance
    7. Documentation - codi-documentation-writer - Prepare EIA report
  • Tags: [environment, impact, assessment, mitigation, compliance]

39. water-management-workflow​

  • Description: Monitor water usage, optimize consumption, track water quality, and manage wastewater
  • Trigger: /manage-water or weekly
  • Complexity: moderate
  • Duration: 5-15m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: devops-engineer, data-analyst, component-qa-validator
    • Commands: /monitor, /analyze
  • Steps:
    1. Usage monitoring - devops-engineer - Track water consumption by source and use
    2. Quality testing - component-qa-validator - Test water quality parameters
    3. Efficiency analysis - data-analyst - Identify water conservation opportunities
    4. Wastewater management - orchestrator - Manage wastewater treatment and discharge
    5. Compliance tracking - security-specialist - Ensure discharge permit compliance
    6. Cost tracking - data-analyst - Monitor water and wastewater costs
    7. Reporting - codi-documentation-writer - Generate water stewardship reports
  • Tags: [environment, water, conservation, quality, compliance]

40. renewable-energy-workflow​

  • Description: Plan, implement, and monitor renewable energy projects including solar, wind, and energy storage
  • Trigger: /renewable-energy or on-demand
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: senior-architect, devops-engineer, data-analyst
    • Commands: /new-project, /monitor
  • Steps:
    1. Feasibility analysis - senior-architect - Assess renewable energy opportunities
    2. System design - senior-architect - Design solar/wind/storage systems
    3. Financial modeling - data-analyst - Calculate ROI and payback period
    4. Installation - devops-engineer - Coordinate system installation
    5. Performance monitoring - devops-engineer - Monitor energy generation
    6. Maintenance - devops-engineer - Maintain renewable energy systems
    7. Reporting - codi-documentation-writer - Track renewable energy production and savings
  • Tags: [environment, renewable, energy, solar, sustainability]

5. Construction Projects​

41. project-estimation-workflow​

  • Description: Develop comprehensive project cost estimates including materials, labor, equipment, and contingencies
  • Trigger: /estimate-project or bid-phase
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: project-architect, data-analyst, orchestrator
    • Commands: /analyze, /optimize
  • Steps:
    1. Scope analysis - project-architect - Review project plans and specifications
    2. Quantity takeoff - data-analyst - Calculate material quantities from drawings
    3. Cost database - data-analyst - Apply current material and labor rates
    4. Subcontractor quotes - orchestrator - Solicit and evaluate subcontractor bids
    5. Contingency planning - senior-architect - Add appropriate contingencies
    6. Estimate validation - component-qa-validator - Verify estimate completeness and accuracy
    7. Proposal preparation - codi-documentation-writer - Format and present estimate
  • Tags: [construction, estimating, costing, bidding, planning]

42. permit-management-workflow​

  • Description: Manage building permits, inspections, and regulatory approvals throughout project lifecycle
  • Trigger: /manage-permits or project-based
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, security-specialist, codi-documentation-writer
    • Commands: /track-progress, /validate
  • Steps:
    1. Permit identification - security-specialist - Identify required permits and approvals
    2. Application preparation - codi-documentation-writer - Prepare permit application packages
    3. Submission - orchestrator - Submit applications to authorities
    4. Status tracking - orchestrator - Monitor permit review and approval status
    5. Inspection scheduling - orchestrator - Schedule required inspections
    6. Compliance verification - component-qa-validator - Verify work meets permit conditions
    7. Closeout documentation - codi-documentation-writer - Obtain final approvals and occupancy
  • Tags: [construction, permits, compliance, inspections, regulatory]

43. subcontractor-coordination​

  • Description: Manage subcontractor selection, contracts, scheduling, and performance throughout construction
  • Trigger: /coordinate-subs or ongoing
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect, component-qa-validator
    • Commands: /track-progress, /schedule
  • Steps:
    1. Subcontractor selection - orchestrator - Prequalify and select subcontractors
    2. Contract execution - orchestrator - Execute subcontractor agreements
    3. Schedule coordination - project-architect - Coordinate subcontractor schedules
    4. Work sequencing - project-architect - Sequence subcontractor activities
    5. Quality verification - component-qa-validator - Verify subcontractor work quality
    6. Payment processing - orchestrator - Process progress and final payments
    7. Performance tracking - data-analyst - Track subcontractor performance metrics
  • Tags: [construction, subcontractors, coordination, scheduling, contracts]

44. material-procurement-construction​

  • Description: Manage construction material procurement, deliveries, and inventory to support project schedules
  • Trigger: /procure-materials or ongoing
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, data-analyst, component-qa-validator
    • Commands: /track-progress, /optimize
  • Steps:
    1. Material planning - project-architect - Develop material procurement schedule
    2. Vendor selection - data-analyst - Select material suppliers
    3. Order placement - orchestrator - Place material purchase orders
    4. Delivery coordination - orchestrator - Schedule material deliveries to jobsite
    5. Receipt verification - component-qa-validator - Verify material quantity and quality
    6. Inventory management - orchestrator - Track material usage and inventory
    7. Cost tracking - data-analyst - Monitor material costs vs. budget
  • Tags: [construction, procurement, materials, logistics, tracking]

45. site-inspection-workflow​

  • Description: Conduct regular site inspections for quality, safety, and progress verification
  • Trigger: /site-inspection or scheduled
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: component-qa-validator, security-specialist, codi-documentation-writer
    • Commands: /audit, /full-review
  • Steps:
    1. Inspection planning - component-qa-validator - Define inspection scope and checklists
    2. Site walkthrough - component-qa-validator - Conduct physical site inspection
    3. Quality verification - component-qa-validator - Verify work quality against specs
    4. Safety assessment - security-specialist - Assess site safety conditions
    5. Progress documentation - orchestrator - Document work progress with photos
    6. Issue identification - component-qa-reviewer - Identify deficiencies and issues
    7. Report generation - codi-documentation-writer - Generate inspection report
  • Tags: [construction, inspection, quality, safety, verification]

46. safety-compliance-construction​

  • Description: Implement construction safety programs, conduct training, and ensure OSHA compliance on jobsites
  • Trigger: /construction-safety or weekly
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: security-specialist, orchestrator, codi-documentation-writer
    • Commands: /security-scan, /audit
  • Steps:
    1. Safety program development - security-specialist - Develop site-specific safety plan
    2. Hazard analysis - security-specialist - Conduct job hazard analyses
    3. Worker training - orchestrator - Conduct safety training and orientations
    4. Daily inspections - security-specialist - Perform daily safety inspections
    5. Incident investigation - component-qa-reviewer - Investigate safety incidents
    6. Compliance audits - component-qa-validator - Verify OSHA compliance
    7. Documentation - codi-documentation-writer - Maintain safety records and reports
  • Tags: [construction, safety, osha, compliance, training]

47. progress-tracking-construction​

  • Description: Monitor construction progress, update schedules, track milestones, and report to stakeholders
  • Trigger: /track-construction or weekly
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: recommended
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /track-progress, /analyze
  • Steps:
    1. Progress measurement - orchestrator - Assess work completed vs. planned
    2. Schedule update - project-architect - Update project schedule with actuals
    3. Milestone tracking - orchestrator - Track milestone achievement
    4. Variance analysis - data-analyst - Analyze schedule and cost variances
    5. Forecast updates - project-architect - Update completion forecasts
    6. Stakeholder reporting - codi-documentation-writer - Generate progress reports
    7. Corrective actions - orchestrator - Implement schedule recovery if needed
  • Tags: [construction, tracking, scheduling, progress, reporting]

48. change-order-management​

  • Description: Process construction change orders, evaluate impacts, negotiate pricing, and update project documents
  • Trigger: /change-order or on-request
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: orchestrator, project-architect, data-analyst
    • Commands: /analyze, /validate
  • Steps:
    1. Change request - orchestrator - Document change request details
    2. Impact assessment - project-architect - Assess schedule and cost impacts
    3. Pricing development - data-analyst - Develop change order pricing
    4. Client review - component-qa-reviewer - Review with client for approval
    5. Contract modification - orchestrator - Execute change order agreement
    6. Document updates - codi-documentation-writer - Update drawings and specifications
    7. Budget tracking - data-analyst - Update project budget
  • Tags: [construction, change-orders, contracts, pricing, tracking]

49. punch-list-workflow​

  • Description: Create punch lists, track completion of deficiency items, and ensure project closeout quality
  • Trigger: /punch-list or near-completion
  • Complexity: moderate
  • Duration: 15-30m
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: component-qa-validator, orchestrator, component-qa-reviewer
    • Commands: /track-progress, /validate
  • Steps:
    1. Punch list creation - component-qa-validator - Identify incomplete and deficient items
    2. Item prioritization - component-qa-reviewer - Prioritize punch list items
    3. Responsibility assignment - orchestrator - Assign items to subcontractors
    4. Completion tracking - orchestrator - Track punch list item completion
    5. Verification - component-qa-validator - Verify items completed satisfactorily
    6. Re-inspection - component-qa-reviewer - Re-inspect completed items
    7. Final acceptance - orchestrator - Obtain client acceptance
  • Tags: [construction, punch-list, quality, closeout, deficiencies]

50. project-closeout-workflow​

  • Description: Complete project closeout including final inspections, documentation, warranties, and client handover
  • Trigger: /project-closeout or completion
  • Complexity: complex
  • Duration: 30m+
  • QA Integration:
    • validation: required
    • review: required
  • Dependencies:
    • Agents: orchestrator, codi-documentation-writer, component-qa-validator
    • Commands: /full-review, /validate
  • Steps:
    1. Final inspections - component-qa-validator - Complete all final inspections
    2. Punch list completion - orchestrator - Verify all punch items complete
    3. Documentation assembly - codi-documentation-writer - Compile as-builts, O&Ms, warranties
    4. Final payments - orchestrator - Process final subcontractor and supplier payments
    5. Client training - orchestrator - Conduct owner training on systems
    6. Warranty transfer - orchestrator - Transfer warranties to owner
    7. Project archive - codi-documentation-writer - Archive project documents
    8. Lessons learned - component-qa-reviewer - Document lessons learned
  • Tags: [construction, closeout, handover, documentation, completion]

End of Manufacturing, Agriculture & Environment Workflows

Total Workflows: 50 (10 per category) Categories: Manufacturing Production (10), Supply Chain & Logistics (10), Agriculture & Farming (10), Environmental & Sustainability (10), Construction Projects (10) Complexity Distribution: Simple (2), Moderate (30), Complex (18) QA Integration: All workflows include validation and/or review requirements appropriate to their risk level