There is a great parable about starfish that I often reflect on when I am faced with an overwhelming problem that seems impossible to fix on my own and when I think about Warpcast Spam Labels, they are a huge problem. Having a "0" label makes you ineligible for Warpcast Rewards and developers are starting to use them to limit access to Farcaster native tools. Spam is a huge issue and not easy to fix. The algorithm will get better over time, but it's far from perfect. You can take action right now to make it better.
The starfish parable tells the story of a young boy walking along a beach where thousands of starfish have washed ashore, and he diligently picks them up one by one, throwing them back into the ocean to save them from dying on the sand. An older man approaches and asks why he's doing this; he can't possibly save all of the starfish. The boy replies, "But I can make a difference to this one."
Today, over 242,780 Farcasters have a Level 0 Spam Label, meaning they are likely to be spammers. We can't check them one by one and see if they are a false positive; there are too many. But there is an action you can take right now and showcase the power of individual actions, no matter how small they may seem. You can save one starfish.
You can use the Dune query below to find out who YOU follow that has a Level 0 Spam Label. You will need to sign up for a FREE Dune account, add your FID to the query and change the Spam Label to 0 and run it. https://dune.com/queries/4633642

Who are you following with a label? Are they honestly being spammy? Check their account and look at their recents casts. Use my guide to help your decide. Please remember this is guidance, not gospel.
If you 1000% believe some of the people you follow that have a "0" label are incorrect and you are willing to stake your reputation on it, please plead your case to the Warpcast team on the cast linked below. Save a starfish and change someone's entire Warpcast experience.
@compez.eth is cooking. Right now, you have to use his frame and check your friends manually using their FID or use @mvr Dune query to run your following and check labels. But this would make it super easy to save your friends from Warpcast jail! Want to know how to help them right now? I wrote it up in an article with steps and all the links you need below.
https://paragraph.xyz/@pichi/warpcast-spam-labels-and-starfish
Trying to fix my open rank Any help with that?
Mine hasnβt moved in 6 months. Itβs really hard to move the needle on it. You have to get people with high scores to consistently engage with you and follow you. And thatβs hard because everyone cares about different content. I think itβs best to find small channels with people you have things in common with and engage with them a lot.
Yeah I'll try that!! Thank you!!
Warpcast jailbreak, you say? Sounds like a plot twist in techland! πΏοΈ Check out the guide and become the hero your friends need. Empower your digital connections and let freedom squeak! π
Friends, I share with you this fabulous article that @pichi wrote. As she suggests there, I created the account in Dune and searched for profiles with tag 0 that follow my FC account. The result was that 357 of my followers have that tag. I took the time to analyze them 1 by 1 and although nobody knows how the algorithm that issues the tags works, I tell you: A) the vast majority of these profiles publish meaningless frames, that is, without any added value. This rarely generates interaction. B) they publish excessive images that are not their own or created by AI. I give you MY opinion people on points a) and b). When I see profiles like this, they do not generate any interest in me, because all their content is low effort. Of course, I am not the algorithm, but what if it thinks similarly? Within those 357 profiles, there are authentic people. I will send a note to the creators of FC through Pichi. I hope I can help them. π«Άπ« https://paragraph.xyz/@pichi/warpcast-spam-labels-and-starfish
Thank you for your insights. These line up well with what I have witnessed during my time here as well. I believe that the algo has been very good a spotting real spam and improving significantly on reducing false positives.
Thanks for the good vibes. I think the algorithm is good at detecting accounts that don't add anything good to the network. Of course, it's not perfect, and that's why there are still errors. As Pichi says, if we take the time to collaborate, we can help perfect it by notifying those who make the error.
Thank you for saving a galaxy of starfish!
Thank you for fighting for people too, I admire you for that π
I see the problems the Warpcast team is dealing with on a super small scale and it frustrates me so much because I know they have to implement things to protect the network and keep us all here in the app by not being bombarded by terrible accountsβ¦but a lot of folks fall through the cracks. The crypto native pond is too small. We canβt lose good casters. If everyone whoβs super active saves just one mislabeled person, it could mean the difference from them ghosting the app and telling everyone how awful it is, or having an amazing time bringing their friends over. And we all need to clean up our following. My list was small because I unfollowed everyone as an experiment. But if everyone cleans up their list of bad accounts, those accounts no longer have reach and power. Our follows give them power.
I agree with you 100%. This is a problem for everyone, we should all participate and collaborate in the solution. Especially, helping people not to leave frustrated. I also realized that at some point, I returned a follow without analyzing who I was returning it to. Thanks to doing this, I will take 1 more minute before following an account.
@hankmoody, you've been paid 1.0 unit(s) of storage (cross-chain) by @hankmoody π
Thank you very much I have tried to follow these things in this chapter and not use frames, of course, I have to use a translator or sometimes AI to translate texts, but I try to do less
I think that everything can be used, but always adding value, so that it is not empty content.
I'm trying to be a little cautious this season @jacek is no longer credited and may declare anything as the reason for the ban. I even released my own degen and only locked 20k
sometimes it is hard time for new users, they wanna show up. and find as much as follower, so will engage with lot of ppl they dont know before. i say this cz i was like this before
You're right. It's happened to me too. That's why I created this channel. To help people become more visible and have genuine connections. So they can see the difference between interacting with authentic people and interacting with those who only generate garbage for the network.
oh. i found so much my friend on there. so i just need to tell v on that link to save them?
At least we can try to get them to listen to us, if the person is worth it, then it will be worth the try, my friend!
Is it included? I don't know where my mistakes are, until I enter the spam account Even though I always share my real pictures, not AI
In just 5 minutes, you can save someone from Warpcast Spam Jail! In a few clicks you can find out who YOU follow that has a spam label and save them! https://paragraph.xyz/@pichi/warpcast-spam-labels-and-starfish
Thanks for this @pichi, it's fabulous! 50 $degen
Thanks so much for reading! Letβs save some starfish!!!
You can bet I will!
π« 50 tipped β -47 remaining 400 / 353 (113%) ππππππππππ
@pichi. Once again, I want to thank you for this great article. And I wanted to ask for your opinion. Thanks to this: 1) I stopped following many people who only post garbage. 2) I stopped following people who have not posted anything for more than 10 days. 3) I realized that many are not even people. 4) I found people who are really worth it with this bad tag. Even people who have been interviewed on my channel and who have told about themselves. QUESTION: How can I save those stars, since the creators of FC do not follow me. If I tag them, they will not even read my request. What do you suggest I do?
Iβd post in the thread I linked at the very bottom. They are reading it!!!
great! thanks Pichi!
Public Service. π 250 $degen
Thanks for hanging with us last night and for the tips!!! Hopefully we all got a little moxie for our fan tokens too!
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interesting write-up! what happens when you engage with someone that has a spam label, anything? does it hurt your label, does it help bring them out of spam?
Trying to figure that out! Will ask the team next time they are chatting about it. Right now they asked us to report incorrect zeros, so thatβs my current focus.
makes sense, would be cool if it did help others :) i feel like it should if you have someone "credible" engaging with you it's gotta mean something
thank you so much for helping your community π x50 $DEGEN
Thank you for the kind words and the tips!!!
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@vsck tipped @pichi 50 $HAM. It will be deposited to your wallet on Ham chain shortly.
Amazing, so good to know! 25 $degen
Thanks for reading and the tip!!!
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Love this write up. Youβre amazing for helping others and caring like this. P.S. Happen to have this pic of a purple starfish. π
Omg itβs so cute!!!! And thanks for the shoutout! If we each save one it will make a difference!
Iβm about to sit down to report my false 36 zeroes
You are about to save a galaxy of star fish. PS. I love collective nouns.
I will work on this. Thank you for giving us the tools to save some starfish, Pichi. π« 50 $DEGEN
Thanks for reading and the tip! if you save more than one, you can say you saved a galaxy of starfish!
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Thank you Pichi! Great work. But the translation may not make me understand well. If I put a friend's gif and spam 0 comes out, I should change it to 2, right? The translation tells me that I should change it to 0
0 is the worst spam label. It means the algorithm thinks the account is spammy. 2 is the best label everyone wants. It means the algorithm thinks you are a good caster and unlikely to be spammy. We have to save friends with 0 labels first!
Yes, I understood that. But how do you do it?
Make sure the query is set to label 0 and run it. If your friends show up there and you know they are great casters and not behaving spammy, tag the team to try to get them properly labeled.
Lol βgifβ no, Fid
lol, my phone does this autocorrect too!
Thank you so much for your work! You make Farcaster better Very convenient search for 0 accounts through dune! I reread all your work and made a lot of conclusions for myself.
Tonightβs State of the Union will NOT be recorded. Weβve got 2 weeks worth of spam labels to chat through! How can you best help friends caught in spam jail? We will talk it out! Article below for those who canβt make it! https://events.xyz/8b035b
https://paragraph.xyz/@pichi/warpcast-spam-labels-and-starfish
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@vsck tipped @pichi 604 $HAM. It will be deposited to your wallet on Ham chain shortly.
@jacque I hope youβre feeling well, babe β cause this one isnβt recorded and I need to hear your unedited takes!
@mcilroyc what are you doing in a few hours?
Hopefully listening in on this! Thanks for the heads up
I canβt wait to hear what journey @pichi has been on this week for the greater good and /farcasterunion π€£π€π»
Iβm going to save the starfish I can!
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@torii-stories tipped @pichi 392 $HAM. It will be deposited to your wallet on Ham chain shortly.
key issue for web3 social. maybe time for community-driven verification mechanisms? reputation systems beat raw filtering βοΈ
I really love that parabel of the starfish that @pichi describes in this post. I am going to act on it. This is what you can do to make farcaster a better place, and help improve on the spam algorithm. Don't complain. Act. https://paragraph.xyz/@pichi/warpcast-spam-labels-and-starfish
But the thing is even after you vouched for me being a false positive, I still am labelled as spammer. Unfortunately I have to restrict myself from being active here on FC.
That would be very sad. Do you have a label of 1 or 0?
Iβm zero! I was at 2 till 27th, donβt know what wrong did I do!
It would really be a shame if you give up on this. Farcaster is a growing and experimental space. To make it better, we need people like you to stay, and to be the examples of what is going wrong with some of the measures taken to weed out spammers, so it will become better for all of us.
Hope things come back on track soon! I honestly miss being active here.
Being active and participating in conversations like this will certainly help better than not being active in repairing this wrong. Can you link me to where you've checked your status? I will try to do as pichi wrote in her piece and answer to v that I think you are labelled wrongly.
This week I wanted to dive deeper into Warpcast Spam Labels and how to rescue friends from Spam Jail. How do you know your friends are labeled as spam? How do you help them once you know? Read on to find out more. Feedback always appreciated!
Thanks for tackling the issue Pichi. 1000 $degen
Thank you for the tip and thanks so much for reading!
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I unfollowed obvious bots. However, there are many people for whom the reason for being at 0 is completely unclear. Hopefully, the algorithm will at least evolve to avoid misjudging those at 0.
If everyone checks their following and reports the false positives, we can help make the algo better. I have faith in us a community!
Thank you for your efforts!!!
Good article. Lovely parable. Letβs save some starfish.
Thank you! If we all save one, I think we can move the needle!
I think it's better if we find real users, we help them by recast, like...
Thatβs definitely helps too, but we have to report obvious mistakes to the team so they can review them.
crucial info for community health. the line between spam prevention and accidental false positives is thin. how do you think we can better balance accessibility vs security?
Thank you very much for your work! I'm sure it will serve as a guide for many people. I have a friend who was tagged with 0, communicated to v and is now in 1. What else should I do? Or should you wait until the following week to see your result? π«Άπ»
He asked for 90βs specifically since that excludes you from things. Iβd give it a couple of weeks on the 1s.
OK! Thank you for your kindness
lol, my phone autocorrected β0βsβ to β90βsβ! Sorry about that!
Thanks for continuing to advocate for this. I still have a β1β and itβs been over a week since my account was analyzed (according to the labels frame). It feels like an eternity.
I hope next week is better!
Every small action matters, even in tackling the bigger issues like Warpcast Spam Labels. Inspired by a parable of saving starfish, @pichi encourages all users to check their follow lists and reactivate valid accounts, one small step at a time can change someone's Warpcast experience positively.