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The “Job Description Not Job Title” Approach

When hiring your first AI worker, think about what you need done rather than what role title to assign. This practical approach helps you get started quickly and see real value.

Start With Your Actual Needs

Instead of thinking “I need a marketing manager” or “I need a data analyst,” ask yourself: “What specific work am I doing repeatedly that I wish someone else could handle?” Common examples:
  • “I need someone to monitor our support inbox and draft responses”
  • “I need someone to review sales calls and pull out action items”
  • “I need someone to track competitor pricing and alert me to changes”
  • “I need someone to summarize long documents before meetings”

Example: Gil’s Multi-Worker Setup

Gil, one of our early users, started with a simple need: better visibility into what his team was working on. Here’s how he approached it:

The Problem

“I wanted to know what everyone was working on without having to ask them constantly or wait for weekly updates.”

His Solution: Two Specialized Workers

Worker 1: The Slack Monitor
  • Job Description: “Watch our team Slack channels and identify what people are actively working on”
  • Skills Needed:
    • Read Slack messages
    • Identify work-related discussions
    • Distinguish between casual chat and actual work updates
  • Knowledge Base:
    • Team member names and roles
    • Current project names
    • Common abbreviations the team uses
Worker 2: The Notion Updater
  • Job Description: “Take the work updates and maintain a clean summary in our Notion workspace”
  • Skills Needed:
    • Write to Notion
    • Organize information by person and project
    • Keep summaries concise and scannable
  • Knowledge Base:
    • Notion workspace structure
    • Preferred summary format
    • Which projects are priorities

Why Two Workers Instead of One?

Gil chose to split this into two workers because:
  1. Separation of concerns: One worker focuses on listening, one on organizing
  2. Easier to debug: If something goes wrong, it’s clear where the issue is
  3. Reusability: The Slack monitor could feed other workers in the future
  4. Better context management: Each worker stays focused on its specific domain

The Results

After setting this up:
  • Gil gets a daily summary of team activity without asking anyone
  • Team members don’t need to remember to update status docs
  • The Notion page becomes a natural place to check “what’s happening”
  • No additional burden on the team - they just keep using Slack normally

Your Turn: Starting Simple

Step 1: Identify One Repetitive Task

Pick something you do at least weekly that:
  • Takes 15-60 minutes each time
  • Follows a somewhat predictable pattern
  • Doesn’t require deep creative judgment

Step 2: Describe the Job Clearly

Write out:
  • Input: What information does this task start with?
  • Process: What steps do you follow?
  • Output: What’s the end result?
  • Context: What background knowledge is needed?

Step 3: Consider If It Should Be Multiple Workers

Ask yourself:
  • Are there distinct phases to this work?
  • Would different parts benefit from different skills or knowledge?
  • Do I want to reuse any part of this for other tasks?
If yes to any of these, consider splitting it up like Gil did.

Step 4: Set Up and Test

  1. Create your worker(s) in Spinnable
  2. Provide the job description as the worker’s instructions
  3. Add any necessary knowledge (docs, examples, context)
  4. Run a test with real data
  5. Refine based on what you see

Common First Worker Ideas

Here are proven first workers that deliver quick value:

Information Aggregation

  • Monitor multiple data sources and create daily digests
  • Track mentions of your company/product across platforms
  • Compile weekly metrics from various tools

Document Processing

  • Summarize meeting notes and extract action items
  • Review contracts or proposals for standard clauses
  • Generate reports from structured data

Communication Support

  • Draft responses to common customer questions
  • Create social media posts from blog content
  • Prepare briefing docs before meetings

Monitoring and Alerts

  • Watch for specific events or changes
  • Flag anomalies in data or metrics
  • Alert when certain conditions are met

Tips for Success

Start smaller than you think Your first worker should do less than you imagine. You can always expand later. Provide examples Show the worker 2-3 examples of the work done well. This clarifies expectations better than long explanations. Plan for iteration Your first version won’t be perfect. That’s expected. You’ll refine as you see it work. Measure the time saved Track how long this task used to take you. Seeing those hours add up is motivating.

Next Steps

Questions?

The best way to learn is by doing. Start with one simple task, and reach out to our support team if you get stuck. We’re here to help!