Constraint Identifier

SkillDev tools

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

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Constraint Identifier skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/business/operations/skills/constraint-identifier/SKILL.md and read by ahel’s review.

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

TypeDescriptionExamples
PhysicalResource limitationMachine capacity, labor
PolicyRule-based limitationBatch sizes, schedules
MarketDemand limitationCustomer orders
SupplierInput limitationRaw material availability

Integration Points

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

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
constraint-identifier
Source
github.com/a5c-ai/babysitter