A social media post has circulated a ready-to-use prompt for Claude Code, the AI coding assistant, asking it to build a private admin dashboard that tracks how an app's users are behaving.
Developer tools · AI coding
A one-line prompt asks Claude Code to build a private dashboard for tracking app user behavior
A circulating ready-to-use prompt asks the AI coding assistant to create an owner-only admin view covering signups, weekly active users, and which features people use or ignore. Its impact is practical: developers can build internal analytics without a data team or a separate product.
2
main dashboard views requested in the prompt
1
access level: visible only to the developer's own account
0
independent test results or benchmarks reported for the prompt
From prompt to dashboard
The workflow the prompt describes, as laid out in the text
STEP 1
Developer pastes prompt
→
STEP 2
Claude Code builds the admin view
→
STEP 3
Private dashboard tracks users
What the prompt asks the dashboard to show
The second item is cut off in the text, so the full list cannot be confirmed
View 1
Daily signups alongside active users for the current week
View 2
Which features people use and which they ignore (list continues beyond the cut-off)
Why it matters
Lets builders create internal analytics without hiring a data team
Avoids buying a separate analytics product for early-stage apps
Shows AI coding tools being used for operational tooling
What the post leaves open
Quality of the generated code
Accuracy of the data pipeline behind the charts
Access controls protecting user data
Bottom line
Plain-language requests for working internal dashboards are a broader trend, and reliability for production use is still unproven.
Whether these tools hold up will depend on how well they handle data accuracy and privacy in practice. The prompt itself does not show either.
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