Chats part 1: The framework

Your thought partner, not just a search bar

You’ve already learned to ask Littlebird simple questions to find a link or summarize an article.

Now, it's time to unlock the Chat's full potential.

In this guide, you'll learn how to craft powerful, multi-step prompts that transform Littlebird from a simple assistant into a true strategic partner. You'll learn how to use the Chat to brainstorm ideas, plan complex projects, create content in your own voice, and get a high-level view of your work.

The real magic of Littlebird isn't just in finding information; it's in what you can do with that information. By the end of this article, you'll be able to chain commands together to accomplish in a single prompt what used to take hours of manual work.

Let's get started.

First Things First: How LLM’s Process your Chats

The best way to master the Chat is to think of your prompts as a focused workflow, where each instruction is a building block related to a single goal. While Littlebird is powerful enough to handle several commands at once, you'll get the most accurate and detailed responses when all the blocks in your prompt work together.

As a general rule, avoid asking the Chat to juggle unrelated tasks in the same prompt. It’s like trying to have two conversations at once. For example, instead of asking it to summarize a meeting and find a recipe for dinner, focus your prompt on the meeting: ‘Find the notes from our 2 pm sync, summarize the action items, and draft a follow-up email.’ Then send a separate query for the dinner recipe. This keeps the context tight and the output sharp.

From simple to strategic: The four levels of a powerful prompt

To make this easier in practice, it helps to think about your prompts in four levels that range from simple recall to fully polished deliverables. As you move up each level, you’re giving Littlebird more context, more responsibility, and more room to act like a true strategic partner.

• Level 1: Simple recall & summary (quick recap of basics)

• Level 2: Combining commands (find X, then do Y)

• Level 3: Strategic planning (brainstorm, outline, plan)

• Level 4: Shaping the output (requesting tables, specific tones, etc.)

Level 1: Simple recall & summary (reactive)

This is the foundation. You are asking Littlebird to complete a simple task such as retrieving a specific piece of information or summarizing a single document it can already see.

• Goal: To find or distill a single piece of known information.

• Recall: Find the Google Sheets link for the Q4 budget...

• Summary: Summarize the article I was just reading...

Level 2: Combining commands (reactive)

Now we start connecting those blocks. You can ask Littlebird to find something and then do something with it in the same prompt. For example, performing a sequence of related, reactive tasks in a single prompt, like finding multiple things or finding something and then summarizing it.

• Goal: To consolidate multiple pieces of information from the past.

• Example: Find the notes from my last meeting with the marketing team and then summarize the key decisions.

Level 3: Strategic Planning (Proactive)

This is where Littlebird begins to act as your partner. You are asking Littlebird to synthesize information from across your work to help you think, brainstorm, and plan for the future. It's no longer just about what happened, but what could happen next.

• Goal: To get help with analysis and planning for a future outcome.

• Example: I have a new idea for a project. Help me brainstorm the major steps and outline a simple project plan.

Level 4: Shaping the output (assistant)

Finally, you have complete control over how Littlebird presents its response. You are commanding Littlebird to act as a chief of staff, not just to help you plan, but to create a polished, formatted, and often opinionated final product. You are defining not only what information you need, but precisely how it should be delivered. You can tell it what format, tone, or style you need.

• Goal: To receive a finished, ready-to-use strategic deliverable.

• Example:

  Analyze the three project proposals I was reviewing. First, create a table that concisely presents the key pros and cons for each option. Second, based on that analysis and your understanding of my team's stated Q4 goals, provide a final recommendation on which proposal we should proceed with and briefly explain your reasoning. The overall tone should be that of a decisive executive summary.

Why this is a level 4 prompt:

• It asks for an opinion: The key addition is "provide a final recommendation...". You're no longer just asking for a neutral analysis; you're asking Littlebird to have a point of view and make a strategic judgment call.

• It provides strategic criteria: By specifying "based on my team's stated Q4 goals," you are commanding Littlebird to not just analyze the documents in isolation, but to weigh them against your known strategic priorities.

• It demands a polished deliverable: The prompt requests two distinct parts (the table and the recommendation) and specifies the exact tone ("decisive executive summary"), ensuring the final output is a ready-to-use piece of strategic advice.

• This moves Littlebird from being an analyst who presents data to being a trusted advisor who provides a recommendation.

As we go through the use cases in this guide, you'll see these four levels in action. Once you get comfortable with them, you’ll be able to mix and match them to create your own powerful workflows.