---
title: "Flow Grader: Instant Process Evaluation Skill"
description: Download the JSC Labs' Flow Grader. Evaluate workflows, identify inefficiencies, and get actionable improvements to enhance automation and AI processes.
image: https://www.johnsteeleconsulting.com/hubfs/JSC%20Linkedin%20OpenGraph%20Image%202.png
---
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funnel vision newsletter
Every 2 weeks, we'll be reviewing a trend in automation, AI and marketing technology. We'll then be sharing the Workflow To Watch - an integration, toolset or workflow that you can implement to improve your business today. Subscribe below.
JSC labs
## flow grader: instant process evaluation skill
Point it at a workflow export and get back a graded health report: what's wasteful, what's quietly broken, which AI steps are running on a bigger model than the job needs — and whether an AI step would help at all.
Difficulty
Beginner Intermediate Advanced
Toolset
  
Build Type
AI Skill
funnel vision newsletter
Every 2 weeks, we'll be reviewing a trend in automation, AI and marketing technology. We'll then be sharing the Workflow To Watch - an integration, toolset or workflow that you can implement to improve your business today. Subscribe below.
### what it does
Automations fail silently. A workflow that sends one email instead of four doesn't throw an error. A description pasted from a sibling workflow doesn't throw an error. They quietly do the wrong thing until someone re-reads them, which nobody does.
Flow Grader reads the workflow definition and tells you what it finds, with a concrete fix for each thing — not a topic to review, the first action to take. Here's what it surfaces for you.
### fight back against...
#### wasted steps
Paid actions running above a filter, where every discarded record already paid for them. Code steps doing work a free Formatter step would do.
#### silent breakage
Steps nothing routes to. Delays left at test values. Descriptions that describe a different workflow. Names that promise more than the workflow contains.
#### model choice
Every AI step, its prompt diagnosed against the four things that break a smaller model, with a named cheaper candidate and the arithmetic. And if AI won't improve it, it'll tell you that too.
funnel vision newsletter
Every 2 weeks, we'll be reviewing a trend in automation, AI and marketing technology. We'll then be sharing the Workflow To Watch - an integration, toolset or workflow that you can implement to improve your business today. Subscribe below.
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