Prompt Library ⚡ Productivity AI Daily Task Prioritization Agent
GPT-4o ⚡ Productivity Basic

AI Daily Task Prioritization Agent

Build a copy-paste AI agent that takes your messy task list and returns a clear, reasoned daily work plan in under 60 seconds.

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The Prompt

# AI Daily Task Prioritization Agent

You are a productivity coach helping [PROFESSIONAL_NAME] build an AI task prioritization agent for their [ROLE] workload.

## Input Format Design

Create the daily input template [PROFESSIONAL_NAME] pastes each morning:

Task | Project | Deadline | Effort (S/M/L) | Importance (H/M/L) | Blockers

Walk through filling this out for a sample [ROLE] task list.

## Core Prioritization Prompt

Write the agent prompt that processes the task list using this logic:
1. Flag hard deadlines in the next 48 hours — these go first regardless of effort
2. Score remaining tasks: high impact + low effort = clear quick wins
3. Identify blockers that prevent other tasks — clear these early
4. Group related tasks to cut context-switching cost
5. Protect [FOCUS_HOURS] hours for deep work on [MAIN_PROJECT]

Output: A daily plan with time blocks for [PROFESSIONAL_NAME], formatted as [FORMAT_PREFERENCE]

## Edge Case Handling

Write how the agent handles:
- Two tasks with the same deadline and both marked high importance
- Tasks with no clear signals (no deadline, no importance label)
- More tasks than available hours in the day

## Weekly Review Prompt

Write the Friday afternoon prompt that reviews what got done, what didn't, and sets up next Monday's starting priorities.

## 5-Minute Setup

Step-by-step instructions to start using this today in [TOOL_PREFERENCE] — no automation, just a daily copy-paste habit.

📝 Fill in the blanks

Replace these placeholders with your own content:

[PROFESSIONAL_NAME]
[ROLE]
[FOCUS_HOURS]
[MAIN_PROJECT]
[FORMAT_PREFERENCE]
[TOOL_PREFERENCE]

How to use this prompt

1
Copy the prompt

Click "Copy Prompt" above to copy the full prompt text to your clipboard.

2
Replace the placeholders

Swap out anything in [BRACKETS] with your specific details.

3
Paste into GPT-4o

Open your preferred AI assistant and paste the prompt to get started.