Free AI resources by Maggie Love

Steal the AI systems I use.

Free prompts, playbooks, and workflows for getting time back and making AI more useful in your work.

I use AI to prepare for meetings, surface what needs my attention, organize projects, follow up on commitments, and take recurring work off my plate. Start with one thing you are tired of carrying.

Advanced example

Automate your LinkedIn analytics into Notion.

This documents a browser-automation workflow I built for my own account. Browser and scheduled-task availability varies, so treat it as an example to adapt rather than a promise that every account can reproduce the same setup.

See the advanced workflow

AI questions, answered.

Short answers to common questions about AI.

What is the difference between an AI workflow and an AI agent?+
A workflow is a repeatable system for getting a piece of work done. An agent goes further: you give it a goal, and it can plan, use tools, take multiple actions, and adapt as it works.
How do I stop AI from hallucinating?+
Hallucinations happen because LLMs generate plausible language from patterns in their training data. Verification is a separate step, so high-stakes outputs should always be checked against reliable sources.
Do I need two AI models to fact-check each other?+
No. A second model can catch inconsistencies. The source material still determines whether the answer is correct, so ask AI to show what each factual claim is based on.
How can I use AI workflows safely with email and calendar?+
Connectors are the bridge that let AI reach Gmail, Calendar, Drive, and the other places your work already lives. Scope access to the workflow you are building and keep human approval for consequential actions.
Should I build my own AI agent or use an existing one?+
Start with the lightest tool that can do the job. If a managed agent already supports your workflow and the controls you need, use it. Build your own when the limitation is custom context or business-specific tooling and logic.
How much technical knowledge do I need to use an AI coding agent?+
The barrier to entry has collapsed. You can describe what you want in normal language and let AI write the code. Your job is to test what it builds and understand enough to recognize risk before it reaches production.
The pattern behind the library

Context β†’ Inspect β†’ Decide β†’ Systematize β†’ Delegate β†’ Measure

You do not need hundreds of prompts. Start with one recurring thing that costs you time or attention. Make it useful manually, then decide whether it deserves to become a system.

Want to build this into your work?

AI should be giving you time back.

Learn how to identify where AI belongs in your work and turn useful experiments into repeatable systems.