How to Clean Up Your Bluesky Following List
A following list accumulates like a junk drawer: follow-backs from 2024, abandoned accounts, that guy who posts about one hackathon per year. Cleaning it up makes your feed livelier and your follower-to-following ratio honest. The catch: doing it too fast is exactly what bots look like, and platforms notice. Here's how to do a deep clean without tripping any alarms.
Step 1: Decide who goes (without doing math in your head)
Sync your handle in Kaleidorabble and open the You follow filter - accounts that don't follow you back. Sort it by last activity or post count and the cuts pick themselves: accounts with no posts in a year, accounts that turned out to be pure repost amplifiers (the post-mix scan shows you each account's post/reply/repost split), and accounts whose bot score explains itself when you click it.
Two protections worth using as you review:
- Lock any account you never want touched (your friends who post rarely, small accounts you're rooting for). Locked accounts are skipped by every bulk action, full stop.
- Back up first. One click exports your whole graph to a JSON file. If you over-prune, the restore flow offers to re-follow anyone you followed at backup time. It's an undo button for your entire cleanup.
Step 2: Bulk unfollow, at a human pace
Log in with an app password (created in Bluesky's Settings, revocable any time) and use the bulk action: "unfollow everyone in this filtered list who doesn't follow back." Here's the part that matters for account safety: Kaleidorabble deliberately throttles every write action to roughly one per second. A 200-account cleanup takes a few minutes instead of four seconds - and that's a feature. Rapid-fire unfollows are the signature of automation; a paced stream of actions looks like what it is, a person tidying up.
The same philosophy applies in the other direction: batch follows are metered by a daily budget (default 40) with several seconds of random jitter between each, so no burst of activity from your account ever pattern-matches to a follow-train bot.
Will Bluesky ban me for mass unfollowing? Unfollowing isn't against the rules - looking like a machine is the risk. Throttled actions, a daily budget, and not running three cleanup tools simultaneously keep you far from that line.
Step 3: Maintain instead of purging
The nice thing about the sync history is that maintenance becomes tiny: re-sync every couple of weeks, glance at who unfollowed, skim the new arrivals for engagement-farm patterns, unfollow the two or three accounts that went dormant. Five minutes, done. The junk drawer never refills.
Ready to look? Open Kaleidorabble, type any Bluesky handle, and hit Analyze. No login, no signup, nothing leaves your browser - and it's free.