The Task List Method

Your Secret Weapon for LLM Success

This is the most important chapter. Task lists are your primary tool for working with LLMs effectively.

Why Task Lists Work

LLMs excel at focused, specific tasks rather than vague, broad requests. You maintain control by deciding what to work on next. Progress is visible -- you can see what is done and what is left. Lists can evolve -- add, remove, or reorganize tasks as you learn.

The Basic Task List Pattern

Step 1: Create Your Initial Task List. Always start by asking the LLM to break your goal into specific tasks. Say: "I want to achieve this goal. Can you create a task list with specific, actionable steps?"

Step 2: Work Through Tasks One by One. Complete each task sequentially, marking them as done, in progress, or pending.

Step 3: Update the List as You Go. Mark completed tasks, show current work, add new tasks you discover, remove tasks that are not needed, and break complex tasks into smaller ones.

The 15-Minute Rule

Each task should take roughly 15 minutes for you to complete. This means 15 minutes of your time as a human, whether that is writing content, making decisions, or reviewing what the LLM created. The LLM might work faster or slower, but your involvement should be about 15 minutes per task. If your part takes longer, break it down further.

Examples of good 15-minute tasks: "Write the 'About Us' section (2-3 paragraphs)," "Choose 3 colors for the website theme," "Create a list of menu items with prices," "Write contact information and store hours," and "Find 5 good photos of our baked goods."

Breaking Down Complex Tasks

Signs a task is too big: "Build the entire website," "Create the user system," "Make it look professional," or "Add all the features."

The Task Decomposition Pattern: Take a large, overwhelming task like "Build user authentication system" which is too vague with too many unknowns. Apply the 15-minute rule by asking "What specifically?" This transforms it into LLM-sized tasks: Create registration form component, add email validation logic, implement password strength checking, create login form with error handling, set up JWT token management, and add session persistence. Each task takes about 15 minutes of human decision-making, and the LLM produces consistent, high-quality implementation.

How to Break It Down: Use the "What specifically?" question. Before: "Make the website look professional." Ask: "What specifically makes a website look professional?" After: Choose a clean readable font, pick a consistent color scheme (2-3 colors max), add proper spacing between elements, ensure text is easy to read, and add a simple navigation menu.

Task Dependencies

Some tasks must be done before others. Always ask: "What do I need to complete before I can do this task?"

Task List Communication

Always reference your task list in conversations: "I've completed task 3. Let's move to task 4." "Task 2 is more complex than expected. Can we break it into smaller steps?" "I want to add a new task: 'Add photo gallery'. Where should this fit in our list?"

Key Takeaways

• Always start with a task list -- never jump into implementation
• Use the 15-minute rule -- if a task takes longer, break it down
• Ask "What specifically?" -- this question transforms vague tasks into actionable ones
• Keep the list visible -- reference it in every conversation with your LLM
• Evolve the list -- add, remove, and reorganize as you learn

The task list method is the foundation of effective LLM collaboration. Master this, and everything else becomes easier.