Agent-Skills.md

Agent Skills: Constraint Identifier

System bottleneck identification and exploitation skill with throughput analysis and five focusing steps implementation

theory-of-constraintsID: a5c-ai/babysitter/constraint-identifier

Repository

a5c-ai/babysitter
a5c-aiLicense: MIT
244

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pnpm dlx add-skill https://github.com/a5c-ai/babysitter/tree/HEAD/library/specializations/domains/business/operations/skills/constraint-identifier

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library/specializations/domains/business/operations/skills/constraint-identifier/SKILL.md

Skill Metadata

Name
constraint-identifier
Description
System bottleneck identification and exploitation skill with throughput analysis and five focusing steps implementation

Constraint Identifier

Overview

The Constraint Identifier skill provides comprehensive capabilities for identifying and exploiting system constraints using Theory of Constraints (TOC) principles. It supports bottleneck identification, throughput analysis, and implementation of the five focusing steps.

Capabilities

  • Bottleneck identification algorithms
  • Throughput rate analysis
  • Constraint exploitation strategies
  • Subordination planning
  • Buffer sizing calculation
  • Constraint elevation options
  • Drum identification

Used By Processes

  • TOC-001: Constraint Identification and Exploitation
  • TOC-002: Drum-Buffer-Rope Scheduling
  • CAP-001: Capacity Requirements Planning

Tools and Libraries

  • Simulation software
  • Throughput analysis tools
  • Process mapping tools
  • Data analytics platforms

Usage

skill: constraint-identifier
inputs:
  process_steps:
    - name: "Cutting"
      capacity: 120
      demand: 100
    - name: "Assembly"
      capacity: 80
      demand: 100
    - name: "Testing"
      capacity: 110
      demand: 100
    - name: "Packing"
      capacity: 150
      demand: 100
  current_throughput: 78
  target_throughput: 100
outputs:
  - constraint_identification
  - exploitation_strategies
  - subordination_plan
  - elevation_options
  - buffer_recommendations

Five Focusing Steps

Step 1: Identify the Constraint

  • Analyze capacity vs. demand at each step
  • Look for WIP accumulation points
  • Identify resource with lowest throughput

Step 2: Exploit the Constraint

  • Ensure constraint never starves or blocks
  • Eliminate waste at constraint
  • Maximize constraint utilization

Step 3: Subordinate Everything Else

  • Pace non-constraints to constraint
  • Implement pull system from constraint
  • Don't overproduce at non-constraints

Step 4: Elevate the Constraint

  • Add capacity at constraint
  • Reduce setup time
  • Improve quality at constraint

Step 5: Prevent Inertia

  • Return to Step 1
  • Find new constraint
  • Continue improvement cycle

Constraint Types

| Type | Description | Examples | |------|-------------|----------| | Physical | Resource limitation | Machine capacity, labor | | Policy | Rule-based limitation | Batch sizes, schedules | | Market | Demand limitation | Customer orders | | Supplier | Input limitation | Raw material availability |

Integration Points

  • Manufacturing Execution Systems
  • ERP systems
  • Simulation software
  • Production planning systems