The vast majority of accounts show "unknown" and I have to click and wait for over a minute to get a report, which sometimes never happens. Also, a very obvious bot was marked as "normal", so it's not even reliable when all the stars are aligned. Uninstalled after a few minutes.

Why this important extension is closed source? Not making sense at all

doesnt work

This add-on claims to help detect bots and misinformation, except reality proves it detects no bots, unless you are going against their narrative.

Google Bot Sentinel and Amber Heard/Meghan Markle and watch the credibility of this add-on being against misinformation crumble.

Use an addon similar to this, but why use one that has an agenda?

Do not use this tool, It's evil. It is made to protect a certain narrative. It will label you a bot if you don't fall in line. Also it has violated GDPR Law

BAD! DANGER! There are claims in old reviews that this accesses history, but I see no evidence of that. HOWEVER, the access given to counter.social suggests malware. That domain is connected to hacktivist The Jester and not twitter, so Bot Sentinel includes features that aren’t necessary for the extension’s purpose.
Also, the redundant sites listed in permissions (4 under twitter.com even though entire domain and all subdomains are already under entry 2) push counter.social off so it's usually hidden at AMO. That's VERY suspicious on its own. Interesting that the (in)famous RAND Corporation kinda endorses it.
UPDATE:This also eats CPU. In Firefox's Process Manager (URL: about:processes), the Extensions process was pegged at 100% CPU while I had this active and dropped to negligible after I disabled it.

This plug-in generates ratings based on a user's conformance to centrist Democratic positions, not "authenticity". It's propaganda.

Added this on to Firefox on my Android and it worked beautifully. Showed rating status next to every profile name. I donated to them then it immediately quit working on FF for Android. Too many steps to check a profile status now. I still have FF but no BotSentinel, unfortunately...

I had it, tried it. It rates my account as questionable. I'm definitely not a bot.

Didn't show me any "bot" accounts and flagged conservative accounts as "problematic", need I say more?
If I could give this less than 1 star I would.

Questions to the devs, 1: define "troll" please.
2: define "bot" also.
3: define "non-partisan.

I am thinking our definitions of these things are very very different.

I used to enjoy this extension, but with the two most recent updates, one asking for downloading files/reading download history permissions and the other changing from only twitter/tweetdeck site permissions to EVERYTHING...

Way too intrusive for something designed to be anti-troll/nefarious behavior to become something like Spyware

The new permissions it asks for in recent updates (accessing data for ALL websites and downloading files/reading download history) are extremely intrusive and in no way a requirement to perform any of the functions the description mentions.

Uninstalled after it asked for access to my download history.

slowed down twitter really bad. Got rid of it after 30 seconds. Trash!