Cycle count scheduler

Skill a5c-ai/babysitter/library/specializations/domains/business/logistics/skills/cycle-count-scheduler

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Install

npx -y skills add a5c-ai/babysitter --skill cycle-count-scheduler

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AI-driven cycle counting schedule and variance analysis skill to maintain inventory accuracy with minimal operational disruption

SKILL.md

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Cycle Count Scheduler

Overview

The Cycle Count Scheduler is an AI-driven skill that optimizes cycle counting schedules and performs variance analysis to maintain inventory accuracy with minimal operational disruption. It uses ABC classification, statistical sampling, and historical accuracy data to prioritize counting activities and identify root causes of inventory discrepancies.

Capabilities

ABC-Based Count Frequency Determination: Set count frequencies based on inventory value, velocity, and criticality classifications
Statistical Sampling Design: Design statistically valid sampling plans that provide accuracy confidence with minimal counting effort
Count Schedule Optimization: Schedule counts during low-activity periods to minimize operational disruption
Variance Threshold Alerting: Monitor count variances against thresholds and trigger alerts for significant discrepancies
Root Cause Analysis Automation: Analyze variance patterns to identify systemic issues and recommend corrective actions
Perpetual vs. Physical Reconciliation: Compare perpetual inventory records with physical counts and manage adjustments
Audit Trail Documentation: Maintain complete documentation of counts, variances, and adjustments for compliance

Tools and Libraries

WMS APIs
Statistical Sampling Libraries
Inventory Audit Tools
Analytics Platforms

Used By Processes

Cycle Counting Program
ABC-XYZ Analysis
FIFO-LIFO Inventory Control

Usage

skill: cycle-count-scheduler
inputs:
  inventory_profile:
    total_skus: 5000
    abc_distribution:
      A_items: 500
      B_items: 1500
      C_items: 3000
  count_parameters:
    target_accuracy: 99.5
    counting_capacity_skus_per_day: 100
    available_count_days_per_week: 5
  current_accuracy:
    A_items: 98.5
    B_items: 97.8
    C_items: 96.2
outputs:
  count_schedule:
    - classification: "A"
      count_frequency: "weekly"
      skus_per_week: 100
      priority_skus: ["SKU001", "SKU002", "SKU003"]
    - classification: "B"
      count_frequency: "monthly"
      skus_per_week: 75
    - classification: "C"
      count_frequency: "quarterly"
      skus_per_week: 60
  weekly_schedule:
    monday: { zone: "ZONE_A", skus: 45 }
    tuesday: { zone: "ZONE_A", skus: 45 }
    wednesday: { zone: "ZONE_B", skus: 50 }
    thursday: { zone: "ZONE_B", skus: 50 }
    friday: { zone: "ZONE_C", skus: 45 }
  projected_accuracy_improvement:
    A_items: 99.8
    B_items: 99.2
    C_items: 98.5

Integration Points

Warehouse Management Systems (WMS)
Inventory Management Systems
Financial Systems (for adjustments)
Compliance/Audit Systems
Mobile Counting Devices

Performance Metrics

Inventory record accuracy (IRA)
Count variance rate
Adjustment dollar value
Count productivity (SKUs per hour)
Time to count completion