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Free Chapter from The Playbook: Chapter 10

Scheduled Tasks: Always-On Employees

This is the chapter that changes everything. It's the difference between an AI assistant you have to prompt and an AI employee that does its job without being asked.

Without Scheduled Tasks, your AI employees are reactive. They sit idle until you open a conversation and ask them to do something. That's better than a generic chatbot, but it's still assistant behavior.

With Scheduled Tasks, your AI employees become proactive. They wake up at 8 AM and review the sales pipeline. They produce a weekly marketing report every Monday. They check data quality every Friday afternoon. They do their job without being asked, because that's what employees do.

What Are Scheduled Tasks?

Scheduled Tasks is a feature in Claude Desktop that lets you set up prompts to run automatically on a schedule. You define:

1
What: The prompt to execute
2
When: The schedule (daily, weekly, specific days and times)
3
Where: Which Project the task runs in (this gives the task access to the employee's system prompt and context)

When the scheduled time arrives and your computer is on, Claude Desktop automatically runs the prompt, processes it with the full Project context, and saves the output. You check it when you're ready.

Why This Is the Game Changer

Consider the difference:

Without Scheduled Tasks (reactive)

  1. Monday morning. You remember you need a content plan.
  2. You open Claude. You navigate to your Marketing Strategist project.
  3. You type: "Create a content plan for this week."
  4. You wait for the output. You review it. You give feedback.
  5. Total time: 20 minutes of your active involvement.

With Scheduled Tasks (proactive)

  1. Monday morning. You open your laptop.
  2. A notification shows your Marketing Strategist has already produced the weekly content plan.
  3. You review it over coffee. Five minutes. Done.
  4. Total time: 5 minutes of your active involvement.

The time savings compound. Multiple AI employees, each running 1-3 scheduled tasks per week. That's 10-20 deliverables produced without you initiating anything. Your role shifts from "person who prompts AI" to "manager who reviews AI output." That's the employee relationship.

How to Set Up Scheduled Tasks

Step 1: Open Claude Desktop Settings

  1. Open the Claude Desktop application
  2. Click the menu icon or navigate to Settings
  3. Look for Scheduled Tasks or Automations in the settings menu

Step 2: Create a New Scheduled Task

  1. Click Add Scheduled Task (or equivalent button)
  2. Give it a descriptive name: "Marketing Strategist - Weekly Content Plan"
  3. Select the Project this task should run in (your Marketing Strategist project)
  4. Write the prompt that will execute on schedule

Step 3: Write the Prompt

The prompt for a Scheduled Task should be self-contained and specific. Don't write "help me with marketing." Write exactly what the employee should produce:

It's Monday morning. Perform your Weekly Content Planning workflow:


1. Review the content calendar for upcoming deadlines this week

2. Identify any gaps or overdue items

3. Draft the content plan for this week including:

   - Article topics and titles (3-5 pieces)

   - Target keywords for each piece

   - Priority levels (high/medium/low)

   - Suggested publication dates

   - Brief outline (3-5 bullet points per piece)

4. Flag any items that need my input or approval

5. Note any industry trends worth covering this week


Format the output as the Weekly Content Plan using the standard template.

Step 4: Set the Schedule

Choose the frequency and timing:

Step 5: Save and Verify

Save the Scheduled Task. Verify it runs correctly by either waiting for the next scheduled time, or manually triggering it to test.

Suggested Schedules by Role

These are starting points. Adjust based on your actual workflows.

Marketing Strategist

TaskScheduleDescription
Weekly Content PlanMonday, 9:00 AMPlan the week's content with topics, keywords, and briefs
Performance ReviewFriday, 3:00 PMAnalyze the week's marketing metrics and identify trends
Competitor ScanWednesday, 10:00 AMResearch competitor activity and market movements
Monthly Strategy Review1st of month, 9:00 AMComprehensive monthly marketing performance analysis

Sales Development Rep

TaskScheduleDescription
Daily Lead ReviewEvery day, 8:00 AMReview new leads, prioritize outreach, update pipeline
Outreach Sequence CheckEvery day, 2:00 PMReview follow-up sequences, draft next-step emails
Weekly Pipeline ReportFriday, 4:00 PMSummarize pipeline status, win/loss analysis, forecast
ICP RefinementMonthly, first MondayReview closed deals and refine ideal customer profile

Customer Support Agent

TaskScheduleDescription
Ticket Queue ReviewEvery day, 8:00 AMTriage open tickets, identify urgents, draft responses
Knowledge Base AuditFriday, 2:00 PMIdentify gaps based on the week's tickets
Weekly Support ReportFriday, 4:00 PMTicket volume, resolution times, common issues, trends
FAQ UpdateMonthly, last FridayUpdate FAQ based on the month's most common questions

Content Writer

TaskScheduleDescription
Daily Writing SessionEvery day, 9:00 AMDraft or revise the current priority piece
Research RoundupMonday, 8:00 AMCompile research and inspiration for the week's writing
Editorial ReviewThursday, 3:00 PMReview all drafted content for consistency and quality
Style Guide CheckMonthly, first MondayReview recent output against brand voice and style

Data Analyst

TaskScheduleDescription
Daily Dashboard CheckEvery day, 8:00 AMReview key metrics, flag anomalies
Weekly ReportFriday, 4:00 PMComprehensive weekly data analysis with trends
Data Quality AuditWednesday, 10:00 AMCheck data sources for completeness and accuracy
Monthly Deep DiveLast Friday, 9:00 AMDeep analysis on a specific topic (rotating focus)

Executive Assistant

TaskScheduleDescription
Daily BriefingEvery day, 7:30 AMToday's schedule, priorities, preparation notes, reminders
Weekly Agenda PrepSunday, 8:00 PMNext week's calendar review, conflict identification
Action Item TrackerFriday, 5:00 PMCompile outstanding action items from the week
Monthly Calendar ReviewLast Friday, 3:00 PMNext month outlook, scheduling optimization

Operations Manager

TaskScheduleDescription
Daily Operations CheckEvery day, 8:30 AMCross-role status check, bottleneck identification
Process Efficiency ReportFriday, 3:00 PMWeekly operations summary, process improvements
Cross-Role CoordinationWednesday, 10:00 AMReview handoffs between roles, identify gaps
Monthly Operations Review1st of month, 10:00 AMComprehensive operations health check

Power Patterns

Cross-Agent Workflows

Scheduled Tasks run as separate conversations, so one agent can't directly see another's output. The solution: agents write their output to local files, and downstream agents read those files.

For example, your Marketing Strategist runs at 9am and the prompt includes "Save the content plan to ~/ai-outputs/content-plan.md." Your Content Writer runs at 10:30am and the prompt begins with "Read ~/ai-outputs/content-plan.md and use it as the basis for today's blog draft."

This gives you a real team workflow where each agent builds on the last one's work. The files on your computer act as the handoff.

Recommended conventions for cross-agent file handoffs:

  • Use a dedicated output folder like ~/ai-outputs/ so all agent work lives in one place
  • Name files by role and deliverable, e.g., marketing-content-plan.md
  • Include a timestamp in the file so downstream agents know if the data is fresh
  • Schedule agents 15-30 minutes apart when one depends on another's output

Using Memory for Continuity Between Runs

Scheduled Tasks don't automatically have memory of previous runs. To create continuity:

1
Running log: Maintain a context file in the Project that you (or the AI) update after each run. Include key decisions, changes, and action items from previous sessions.
2
Output archives: Save important outputs as Project knowledge files. Your Monday content plan becomes context for Friday's performance review.
3
Status documents: Keep a "Current Status" document in the Project knowledge base that reflects the latest state. The Scheduled Task can reference this for continuity.

This is just one chapter.

Before you can set up Scheduled Tasks, you need an AI employee to schedule. The Playbook covers everything from scratch: how to design a role identity, build a memory system, create workflows, set guardrails, and deploy your first AI employee step by step. This chapter builds on that foundation.

Ready to build the AI employees behind these schedules?

The full Playbook walks you through every step: designing roles, building memory systems, creating workflows, setting guardrails, deploying your first agent, and scaling to a full AI team. 70+ pages, no coding needed.

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