Many people, before setting up a GitHub project, will first check the number of Stars.

Stars are just a discovery signal. What ultimately determines whether you can actually install it are the four gates before installation.
Take a repository that currently has only about 1 Star as an example: chungty/unjiggle.
The command is: pip install unjiggle.
With AI + it, it organized 304 iPhone apps into 3 pages.
On the first write-back, the system immediately rearranged the layout, thinking it had failed; only after the second full read-and-write did it stabilize for real.
The path it takes is backup → safety-test → suggest/go, with manual confirmation at each step.
Before installing a GitHub tool, it’s recommended to pass these four gates:
1. Executable install surface
Can the install command run through with one line? Are the dependencies and steps truly executable, without all kinds of fiddling?
2. Recent maintenance
Has it been updated recently? Is the author still handling issues and feedback?
3. Permissions
What access permissions will it request? Does the scope of permissions match its functionality, or is it overly broad?
4. Safety testing with rollback
Did you back up before making changes? Is there a safety-test or suggest mode to preview the results? After something goes wrong, can you cleanly roll back?
Stars help you discover, not to verify.
Write down these four points, and next time you run into a niche repository, you’ll know how to judge it.