Claude Reflect Is Like Spotify, but for Your Chat History, Powered by AI.
We’ve become accustomed to AI companies constantly releasing model updates and new features, but one of Claude’s latest updates added something more unusual: a Reflect tool that analyzes how you’ve used an AI bot.
Anthropic claims Claude Reflect was designed to answer questions such as: How often should AI be used? How can it be used most effectively? When is AI appropriate for a given task, and when is it better to delegate it to a human? And perhaps, is AI doing too much of the thinking?
In practice, it works a bit like Spotify Wrapped , summarizing your activity in the app over the past month, three months, six months, or year. And, as my testing has shown, these summaries are generally fair and informative.
The Reflect feature is already available in the Claude apps for Free, Pro, and Max users, although Anthropic is currently positioning it as a beta version.
Getting Started with Claude Reflect
Before using Claude Reflect, you need to enable the “Memory” feature: on the web, tap your profile icon (bottom left), then “Settings” > “Features.” On the mobile apps, tap the menu button (top left), then your profile icon, then “Features.” If the “Search and Chat Links” toggle is enabled, you’re all set.
When you’re ready to summarize, you’ll need to open the web version or desktop app. Click your profile icon (bottom left), then “Settings,” then “Summarize.” By default, a summary report for the last month of usage will be automatically generated, but you can change the time period using the drop-down menu in the upper right corner (click the circular refresh arrow icon to load a new summary report).
I’ll admit right away that I usually delete my correspondence with Claude as soon as it’s over—I don’t like leaving behind a long digital trail for a variety of privacy and security reasons—so I can’t speak to how it feels when Claude digs through correspondence that spans months. Perhaps the results will be different when working with larger data sets.
I can say that Claude’s feedback on my use of AI over the past month is still interesting: he correctly identified that I spend a lot of time developing small web apps and widgets that can help me in my work, and, of course, experimenting with Claude’s capabilities ( mostly for work purposes, too).
However, depending on the calendar, the system ignores your most recent conversations: if you’re in mid-July, the “last month” summary will only cover the period up to the end of June, so the summary only takes into account entire months. It also seems to ignore shorter, one-off conversations in favor of larger trends.
Deeper data analysis
Your reflection begins with a quick overview and a chart showing your daily activity, but if you scroll down, you’ll see more. Claude will categorize your time (like a Chrome New Tab extension in my case) and also assess your AI skills —essentially, how good you are at providing user suggestions.
I scored highly on the “delegation” of tasks to the chatbot and “discernibility” in evaluating the AI’s performance, but my “description” skills seem to need improvement. Claude pointed out an instance where I could have been more precise in my prompt and gave an example of how I could have improved it.
I’m not sure anything I’ve read in Claude Reflekt’s book will change my approach to using AI, but I think it’s worth checking it out from time to time simply for self-reflection. Just as Spotify Wrapped can reveal that you’re listening to too much ’90s pop, Reflekt can help you reconsider your AI usage boundaries—especially for heavy users.
I felt some of the summaries were a bit too polished: AI bots like Claude typically strive to write a coherent narrative that can be neatly concluded, rather than a more clumsy but precise report, and this is again evident here. Overall, however, I found the assessment fair.
If you feel like your Claude app usage has gotten out of control, there’s a “Set Quiet Hours and Breaks” link in the Reflect dashboard, which takes you to the “Time & Focus” section of the app’s settings: from here, you can set AI-powered screen time limits for yourself and have it remind you to take a break every now and then.