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AI Blocks › Plan stock, shipping and suppliers

Factory bottleneck finder

Describe your production steps and times. Get the slowest step found and ranked fixes with expected output gains.

Factory bottleneck finder is a free AI skill for the job "Plan stock, shipping and suppliers". Give the instructions to an AI assistant that supports the required files and tools, then review its output.

Free · No account · MIT licence · Made by Kishor Kukreja · Level: advanced · Thinking: high

Made by Kishor Kukreja. See the original on GitHub; we copied it as it is, with its licence.

What it does

The one step that limits your whole line, found and named, with a ranked list of fixes and the output each could add. Speeding up any other step changes nothing, so this tells you where to spend. You describe your steps, cycle times, machines, people and the way work moves through them. The skill maps the flow, then works out the capacity of each step and compares them. The slowest one is the bottleneck. It then checks the cause, such as waiting, setup time, breakdowns or uneven work, and tests what-if changes like adding a shift or balancing tasks. It uses ideas from lean flow mapping and queue maths. You get fixes ranked by gain per effort.

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How to use it

  1. Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
  2. Ask for the job in your own words. Your AI opens the skill when it fits.
  3. It works best when your AI can run code (Python).

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