All business skills

SOP to AI Workflow

Turn an SOP into a repeatable AI workflow

Convert a business procedure into an AI-assisted runbook and complete one work sample. A free skill for practical process automation with human review.

OperationsFree / MIT license

Made for

Operations managers and hands-on business owners

What you bring

  • An existing operating procedure or step-by-step SOP
  • Representative input files and an example of acceptable output
  • Business rules, exceptions, and approval requirements

What you get back

  • A reusable runbook with inputs, rules, and review points
  • One completed work sample using the supplied files
  • A clear split between file-based work and steps needing integration

Install this skill

npx skills add https://github.com/aidevs-pt/devs-ai-skills --skill sop-to-ai-workflow

Run in your project folder and follow the installer prompts for your assistant. Node.js and npx are required.

MIT-licensed. Your AI assistant, model access, or optional integrations may have separate costs.

A concrete starting point.

Use the bundled synthetic example before introducing company data. No account connection or business files are needed for that first trial.

  1. Install the skill in your assistant.
  2. Open its bundled example input and supporting files.
  3. Ask for the named skill, then review its output against the sources.
Open bundled example files

A request to try

Use sop-to-ai-workflow with the bundled example. Turn the procedure into a repeatable runbook, complete one sample, and identify every approval point and step that needs access to another system.
Illustrative workflow
Procedure
Prepare a weekly supplier update from an approved spreadsheet.
Repeatable work
Validate inputs, apply rules, and prepare a reviewable update.
System boundary
Sending the update requires an approved integration.

This is an illustration of the work, not a recorded model result or a performance claim.

Where human review matters

One completed sample does not prove production reliability. Review exceptions and approval points; steps requiring system access remain explicit dependencies, not simulated actions.

The repository includes local helper checks. Passing those checks does not validate language quality, your business rules, or a production integration. Python 3.10+ is needed for the helper tools.

Read the skill instructions

From a useful trial to daily operations

Make it work inside your business.

Turn a working file-based procedure into a connected workflow with triggers, system integrations, monitoring, and recovery. We can test it against changing inputs before it becomes part of daily operations.

Use the free skills independently. Contact us when a connected implementation makes sense.