专注 #AI #Agent 与 #OpenClaw #美股分析 , 分享自动化工作流、智能体实践与落地案例 #蓝鸟会 商务合作TG:@weibao6d 不要相信任何人,需确认,核实。在确定。

Joined March 2025
Okay, seeing three months of posting turned into an 18 second video feels a little different. My @creator_wire Insights recap shows 3.5M views, 11,060 followers, 845 smart followers and a 5.63% engagement rate for July 29–October 27. Thank you to everyone who stopped to read, replied with a thought or shared something I wrote. There are familiar names I see regularly, and I appreciate that more than a recap can show. The part I want to spend more time with is the top-post breakdown. One post reached 280.1K views, well ahead of the others shown. That gives me a reason to go back and ask what connected: the subject, the opening, the visual, or the conversation around it. I don’t want every future post to become a version of the biggest one. I do want to understand what made people stop scrolling and whether they found something worth staying for. That’s where Creator Wire Insights becomes useful beyond sharing a milestone. It gives me somewhere to start looking instead of guessing from memory. Sharing my recap below. Now comes the interesting part: learning something from it.
🤝 Paid partnership
Introducing: Creator Wire Insights Show off your stats with Creator Wire Insights. For both companies and creators, to understand the data is key for growth. > Creators, what works, which posts goes viral, what to replicate. > Companies, you're able to analyze the creators your work with, and distribute your incentives to creators more aligned with your protocol. Check your insights today: app.creatorwire.xyz/insights
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小宝DF retweeted
Good Evening Creators, Rarelist has become one of the campaigns I’m enjoying following as a creator. Every post is a chance to explore a project, share a genuine perspective, and gradually build a presence in the community. With Season 1 offering a $50,000 prize pool and RARS set to convert into $RARE later, I’m curious to see how the journey unfolds. Currently sitting at 594 RARS, I’m keeping my focus on creating useful content and improving with every contribution. Small steps, consistent effort, and a little more to learn every day. @rarelistio
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Most referral programs reward you once. This one rewards the activity you actually bring. And honestly, that difference matters. If people already trust your trades, why shouldn’t you earn from the volume you help bring in? 30% of generated fees, ongoing, with the same rate for everyone. That’s the part that caught my attention. @brvx_ai understands something simple: if you bring value, you should have a way to earn from it.
Every account has a referral code. Someone trades through yours and you earn from their volume. Not a signup bonus. Ongoing, for as long as they keep trading. 30% of every fee they generate. Open, close, funding. Same rate for everyone. No volume tier to climb first. You already talk about your trades. This is the version that pays. → app.brvx.com
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小宝DF retweeted
it’s wednesday and I’m loving this so you know @rarelistio has actually increased the rewards for this project sphere campaign and even they have mentioned it’s end date which would be 3rd of november, the $sphere token is coming top 200 will eat good too from the 2% supply while even more rewards goes to top 100 and top 20, you should be here fr @projectspherexy is building around the kind of idea that makes sci-fi feel a little closer to reality. the project uses cells, energy, and ownership to create a starting point for something much larger than a standard digital collection. i like that the ecosystem is focused on progression, giving the story room to evolve as new systems and possibilities are introduced. the sphere may begin with individual pieces, but the ambition behind it is clearly on a much bigger scale. link to join now : rarelist.io/r/kellenxbt
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Imagine buying an NFT because you love the artwork You admire its design, show it off as your PFP, and become part of its community Now imagine discovering that an NFT could represent more than the image you see on your screen Would that change how you think about collecting? 👇 @meetmotes
What if owning an NFT meant more than just having a digital collectible in your wallet? Meet @meetmotes : 20,000 unique NFTs, each designed to connect its owner to a dedicated AI agent and smart account. • The NFT is the identity • The account holds the assets • The agent acts within set permissions One NFT. One agent. One account. Curious how these pieces work under the hood? Let's explore Motes together Turn on notifications so you don't miss anything 🙂
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226 zaps. $18K traded. zScore 767. That’s my latest Northstar | Web3 🌊 card on @zerufinance. Rank #1,037 out of 26,496, with a Top 4% badge. The $18K is the number I’d explain first if I shared this with someone outside crypto. It means traded volume. It doesn’t mean I deposited $18K, earned $18K, or made a profit. Easy distinction to understand. Also easy to forget when a big number looks good on a card. The other figures answer different questions. My zScore reflects the platform’s assessment of broader wallet behavior. The 226 zaps are points earned. Neither figure tells you my trading P&L. I like having a record I can share with Northstar, but I want the explanation to travel with the screenshot. Otherwise, we end up comparing people using numbers that measure completely different things. For me, this card is a useful checkpoint: here’s my activity, here’s how Zaps represents it, and here’s where I stand on this board. If you check your own profile, take a moment to read what each number measures before comparing it with anyone else’s. Join Northstar: app.zaps.wtf/?invite=-6Q28CV… My Ditto link: app.dittonetwork.io/?ref=dtc… The Paid Partnership label is used for transparency. This content is provided for informational purposes only and should not be considered financial or investment advice. Please conduct your own research and consider the risks involved.
🤝 Paid partnership
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小宝DF retweeted
itiaverse just opened applications for their free mint. 1111 pieces, wl only. the only way in is through the site and they actually read the stories people submit. if you’ve been following itia this is the drop to try for. applications close nov 18. itiaverse.ithinkitsart.com/d… I applied for I T I A Genesis Whitelist on @IThinkItsArt itiaverse.ithinkitsart.com/d…
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小宝DF retweeted
.@Tessera_PE just named the split most rwa headlines blur: upgrade ≠ open. wall street re-plumbed settlement. bny × citadel: triparty repo on a tokenized us treasury ...near-instant on bny's private ledger vs next-day. the catch, in one line: the asset moved onto better rails. it did not move to anyone new. three receipts: → rwa.xyz "represented" totals lean on broadridge daily repo turnover = activity, not standing token float → as of oct 24: none of the 5 largest tokenized us treasury products by value open to us retail → dtcc tokenization pilot still limits transfers to registered wallets / dtc participants permissioned rails can get faster without becoming permissionless access. that's the frame for tessera: tokenized private equity with real share backing, settling on a public chain ... for people the private ledger never invited. progress is real. open is still the harder product. not available in the us. high risk. dyor. nfa.
🤝 Paid partnership
Wall Street is getting a blockchain upgrade. But that doesn't mean its doors are opening to anyone new. Here's what's actually happening. ↓ 🧵
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Most chains will need a hard fork to survive quantum computers. @Starknet doesn't. Every Starknet account is a smart contract, and each one decides which signatures it accepts. So post-quantum schemes like ML-DSA and Falcon-512 can be added at the account level, with no network-wide fork. Now the hard part: → Target: full PQ security by 2027 (Ethereum's target is 2029) → Bridge + DA are still tied to Ethereum's timeline → Community: 93.5% voted to research an independent PQ L1. Any move needs another vote. This isn't "quantum-safe today." It's built to adapt. Start here: quantum.starkware.co
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The biggest question in Starknet's quantum discussion isn't whether its cryptography can change. It's who controls the timing when that change becomes necessary. And I think this is where the conversation around @Starknet becoming an independent L1 gets interesting. Most people hear "quantum-resistant blockchain" and immediately think about replacing vulnerable wallet signatures. But there is a much bigger question underneath that: what happens when a network is technically capable of upgrading its security, yet parts of that security still depend on another network's decisions? Starknet already has two important architectural advantages. Its STARK proofs verify computation using hash-based cryptography rather than relying on the elliptic-curve assumptions targeted by Shor's algorithm. Its native account abstraction also makes accounts programmable. Developers can implement new signature verification methods without requiring the entire network to undergo a protocol upgrade. That's what cryptographic agility looks like in practice. But here's the complication. Starknet currently operates as an Ethereum L2. Its settlement and data availability arrangements introduce dependencies that Starknet cannot simply resolve through its own account upgrades. Ethereum's published target is December 2029 for quantum resistance across its execution, consensus and data layers. That is a development target, not a prediction of when quantum attacks will become practical. So even if Starknet can prepare parts of its own architecture earlier, its wider security still depends on Ethereum-facing infrastructure. Now the independent L1 discussion starts to make sense. On October 22, 2026, Starknet's non-binding governance poll closed with 93.52% of voting power supporting research into an independent L1. Importantly, the vote did not approve a transition. It authorized research into whether the direction makes technical and economic sense. Personally, I think that's the right distinction to make. Security autonomy is valuable, but independence alone doesn't guarantee better security. Moving away from Ethereum would also mean examining how Starknet could replace the settlement, consensus and data availability guarantees it currently relies on. Those trade-offs deserve serious investigation. What interests me most isn't the possibility of Starknet becoming an L1 simply for the sake of independence. It's the possibility of designing infrastructure that can respond to new cryptographic threats without having every security decision constrained by an external migration schedule. Quantum computing and AI-assisted mathematical breakthroughs remind us that security assumptions can change. The networks we build today need practical ways to adapt when they do. For me, that is the deeper meaning of Starknet: Built to Adapt. The question worth discussing is whether Starknet can gain greater control over its cryptographic future while preserving the security guarantees users depend on. Explore the research and migration status through the StarkWare Quantum Hub: quantum.starkware.co/
🤝 Paid partnership
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The Missing Piece of Blockchain: Why We Need Private Yet Verifiable Data For years in crypto, we’ve heard the same narrative: "Take ownership, be transparent, move everything onchain." But let’s be honest—bringing all of real-world finance directly onto a completely public ledger just isn't practical. Nobody wants their entire bank balance, credit hist ory, or business operations broadcasted openly for the world to see. This is precisely where zkTLS and confidential finance technologies come into play. Lately, I’ve been keeping a close eye on Primus Labs @primus_labs because they are tackling this exact blind spot. The next phase of Web3 growth isn't just about m oving tokens around—it's about porting offchain data onto the blockchain while keeping sensitive details private. How Do zkTLS and FHE Fit In? Put simply: Primus uses zkTLS to convert information from standard web services (HTTPS/TLS) into cryptographic proofs. Want to verify exchange reserves? You can generate proof without leaking account details. Need to show you have sufficient funds for a loan? No need for risky screenshots—you prove authentic data while preserving total privacy. It goes beyond basic verification, too. By leveraging Fully Homomorphic Encryption (FHE), you can perform calculations on encrypted data. That means holding, transferring, and earning yield on assets like eU or eUSDT—enjoying strategies yielding around 10.99% APY—without broadcasting your wallet balances or strategy setups to the entire network. What Do the Numbers Show? These concepts aren't just sitting in a whitepaper; they are active in production: Over 1 million users across products, 10+ paid enterprise customers, $72M+ in Proof of Reserves (PoR) TVL across live projects. On a personal note, I’ve been actively exploring the platform myself. I completed 10 attestations by connecting accounts like ChatGPT, Google, OKX, Binance, GitHub, and X, hitting a 100 Reputation Score. Epoch 1 wrapped up, but Epoch 2 is actively underway. How to Get Started: Head over to the campaign link: s.kaito.ai/Pl1SO1f Connect your wallet and switch to the Base network. Install the Primus browser extension. Verify your accounts to complete available attestations (Keep a tiny bit of ETH on Base for gas). As Real World Assets (RWA) and institutional DeFi keep expanding, building a privacy-preserving bridge between traditional finance and Web3 will be essential. Pure onchain transparency works for some things, but infrastructure like this is necessary for real-world scale. Have you tried out the Primus platform yet? What score are you sitting at?
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Your wallet’s security shouldn’t be frozen in time. Think of a crypto wallet like a smartphone. If a better way to authenticate becomes available, you want to update the lock without rebuilding the entire operating system. That’s the idea behind programmable accounts on Starknet. Signatures authorize transactions, while STARK proofs verify computation. With programmable accounts, developers can add new signature verification methods at the account level instead of waiting for a network-wide upgrade. This flexibility matters as cryptographic threats evolve, including the possibility of future quantum attacks. @Starknet isn’t claiming to be fully quantum-safe today. The important part is building a path to adapt before new threats become urgent. Explore the evidence and methodology: quantum.starkware.co/network… #Starknet #QuantumSecurity
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Everyone is obsessing over listing AI agents right now. But listing them is actually the easiest part. The real question nobody asks: what happens after you hire one? Can that agent accept a job, deliver quality work, prove what it did, and safely get paid? That's where most protocols fall short. They build shiny directories, not real infrastructure. This is why I’ve been paying close attention to what @termix_ai is building with AACP. They aren't just creating another directory. They are laying down the actual rails for agent commerce. Here is what caught my eye: Single On-Chain Identity: One ERC-721 identity (minted via ERC-8004) handles everything. Flexible Roles: An agent can be a client today and a service provider tomorrow without needing multiple wallets. Escrow & Settlement: Payments sit safely in stablecoin escrow (USDC/USDT) until work gets verified. Dispute Handling: Built-in arbitrators and evaluators handle edge cases when things go wrong. Finding an agent is easy. Getting two completely anonymous code scripts to transact without trusting each other? That's the hard part. With the Final Epoch currently live on @KaitoAI , the creator reward pool is still very active. You are definitely not late. Check out agent.family and read the @termix_ai docs to see how real agent commerce works.
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小宝DF retweeted
ethereum has its own dApps and developers. Solana has its own growing ecosystem. so why should building on one mean missing out on the other? that’s what caught my attention about what the Rome team is building. @RomeProtocol brings EVM execution to Solana, giving developers a way to deploy Solidity contracts while connecting both ecosystems. one contract, two wallet types, shared state. EVM users keep using their usual wallets, while Solana users interact with the same contract through their Solana wallets. no need to force both sides into the same setup. and this isn’t only an idea on paper. Rome is already live on mainnet. I’m looking forward to seeing what developers build with it.
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小宝DF retweeted
.@ClutchMarkets Smart Launch for TMF Analysis SNIPER TAX from 99% to 1%. Best: 86% tax ($328K FDV) Worst: 31–34% tax (~$1.05–1.07M FDV) At the current 780K FDV, let's take a look to see how the different users who purchased during the Launch (with tax) got on. P&L profits & breakeven FDVs are average of all buys within the tax brackets: 90–99% Tax - 209 of 209 (100%) in profit - $394k breakeven FDV - +98% 70–89% Tax - 348 of 348 (100%) in profit - $421k breakeven FDV - +85% 50–69% Tax - 94 of 158 (59%) - $712k breakeven FDV - +10% 25–49% Tax - 0 of 114 (0%) - $961k breakeven FDV - −19% 1–24% Tax - 67 of 128 (52%) - $763k breakeven FDV - +2%
🤖 Made with AI
.@themutualfun $TMF Launch collected 34.67ETH (~$80K) in tax from 52.57 ETH (~$121k) of buys. The market cap reached around $630k, so the tax ran the full 99 minutes. Buys started at 96% tax around 19:03 GMT and ended at 1% at 20:39 GMT None of the tax goes to the funds, as I previously thought. Tax allocation: 50% = Pool 17.33ETH (~$39.9k) 16.5% = Creator share 5.72ETH (~$13.2k) 16.5% = StonkBrokers wallet, 5.72ETH (~$13.2k) ~17% = StonkBrokers router ~5.89ETH (~$13.6k) The mint is still open until later today, 3,772 out of 4,000 minted, the values below will change. Funds are made up of 2 parts: #1 $TMF Enrolling a Seat into a fund costs a one-off fee in $TMF. Half is burned and half goes to that fund. #2 ETH Almost all of it comes from the Seat mint. Each pass Seat cost 0.01 ETH, and that ETH was split evenly across the five funds: 2,806 Seats × 0.01 = 28.06 ETH 28.06 ETH / 5 = 5.612 WETH per fund Current Funds $ per Seat: BOGLE: 7.62 ETH ÷ 144 = 0.0529 ETH (~$122) ARGON: 8.48 ETH ÷ 166 = 0.0511 ETH (~$118) VLADD: 9.08 ETH ÷ 179 = 0.0507 ETH (~$117) SMAUG: 8.46 ETH ÷ 178 = 0.0475 ETH (~$109) MIDAS: 8.20 ETH ÷ 181 = 0.0453 ETH (~$104) Thoughts? Are you enrolling and joining the experiment?
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Yesterday I said I'd post the wins AND the losses on @bagel_win . So here's the first L. I went with Mbappé finishing 3rd in the Ballon d'Or. He finished 2nd. Kane took it and Yamal came 3rd. Wrong by one spot. Next time I check where the market's leaning before I trust my gut. So tonight I'm running it back on what I know best: football. My Bagel Combo, 5 legs in one slip: Sassuolo vs Lazio: Lazio to win Dortmund vs Bremen: Dortmund to win Roma vs Cagliari: Roma to win Torino vs Como: Como to win Fleetwood vs Arsenal: Arsenal to win Results posted tonight, win or lose. You can join me here: bagel.win/?ref=MATEK
My group chat argues about every match like they're pundits. Turns out there's an app where you can actually put your money where your mouth is. It's called @bagel_win. A predictions market where you pick a side on sports, esports, crypto, even the weather, and get paid if you're right. Their tagline is predict on easy mode and honestly, that's what it feels like. Features i love include: • 5 min and 15 min crypto up/down markets, just launched with @Polymarket . Perfect for the guy who always says BTC is pumping, trust me • Combo lets you stack a few calls into one slip • There's always an event running. Carnival Season 2 has $10k+ in prizes Currently I'm entering the balon D OR market. Going with mbappe finishing 3rd place Testing it with real money this week. Wins AND losses, all will be posted. Who in your group chat needs this? Get started here: bagel.win/?ref=9ITBQSVF4P
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小宝DF retweeted
这次换成“硬核通缩经济学与机制解密”的叙事角度,以探讨传统挖矿弊端与 MarsChain 底层破局逻辑为切入点: 为什么说绝大多数算力挖矿都逃不过“死亡螺旋”,而 #MarsChain 却能打破僵局?🧵 在传统的挖矿模型里,矿工的核心诉求是“挖提卖”,行情一旦转熊,机器折旧与抛压共振,生态瞬间冰封。 但深入拆解 MarsChain 的底层架构后,会发现它用了一套极为反共识的博弈设计: 🔹 逻辑重塑:真实销毁(Burn)转化为永久算力 没有硬件折旧损耗,算力完全来自于对流通量的“物理销毁”。想要产出,必须先减少市场供应,把投机套利彻底转化为整条链的网络韧性。 🔹 打破单边抛压的双刚性方程 1️⃣ 预言机方程:当价格从历史高位回撤超 50% 且达 7 天,系统自动强制销毁 35% 流通量,并成倍放大算力,用底层规则直接给盘面做机制托底。 2️⃣ 圣诞方程:每年 12 月 25 日周期性销毁 35% 流通量,伴随阶梯式算力暴增(10x 至 160x),在既定节点用确定性通缩引导长期共识。 🔹 关键时间窗口:预言机 20 倍算力倒计时 对新入场者而言,当前正处于少有的算力杠杆红利期:距离预言机 20 倍算力开启仅剩几天,同等销毁量能拿到早期老玩家 20 倍的算力积累,弯道超车机会就在眼下。 TG群:t.me/MarsChain5 进群领空投上手体验一下,还可参与20号开始的每周最高 1000 USDT现金抽奖,有啥不懂的群里随时交流 抽奖要求: 关注 @MarsChainDAO,置顶推文一键三连 加入社群领取过新人空投 DYOR,加密资产波动剧烈,本文仅作机制深度解析,不构成任何投资建议。 #MarsChain #PoC #Crypto #DeFi #Mining
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If you look at Starknet through only one narrative, you might miss the bigger picture. The ecosystem is working across several different but potentially complementary directions: bringing Bitcoin into DeFi, introducing privacy capabilities, advancing blockchain infrastructure, and studying long-term post-quantum security. Let's start with Bitcoin. Bitcoin is widely used as a store of value, but its role in decentralized finance has historically been more limited than that of assets native to programmable smart contract platforms. Starknet's strkBTC is designed to bring Bitcoin exposure into the Starknet ecosystem, where it can be used in supported DeFi applications. Through STRK20, eligible assets can also access optional privacy features, including shielded balances and private transfers. This creates opportunities for applications around Bitcoin liquidity, lending, and other financial use cases, although actual availability, liquidity, and risk depend on the individual protocols. Then there is decentralization. Starknet's roadmap includes work on decentralized block validation and staking, aiming to give more participants a role in verifying network correctness. And now, there is the post-quantum question. On October 22, the community supported research into whether Starknet should pursue an independent, post-quantum L1 architecture. That research could help determine how the network should manage security dependencies over the long term. These developments are not interchangeable, and they do not guarantee adoption or success. Each has its own technical, economic, and operational challenges. But together, they show an ecosystem working on more than one dimension of blockchain infrastructure. Can Bitcoin become more useful in DeFi? Can users access privacy without losing the benefits of verifiability? Can blockchain networks prepare for future cryptographic threats while continuing to improve their infrastructure? Those are meaningful questions for the next phase of Web3. For me, the most interesting thing about @Starknet is not any single feature. It is the opportunity to connect these building blocks into applications that solve real problems. The next chapter will depend on execution, adoption, security, and the quality of the products developers create. That is what I will be watching. #Starknet #BitcoinDeFi @Starknet
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1/ The Real Challenge for zkTLS Is Making It Practical 🚀 Privacy and verifiability are becoming increasingly important in Web3. But there’s another challenge we shouldn’t overlook: efficiency. A cryptographic system can be powerful in theory, but if it requires excessive computation, memory, or integration effort, bringing it into real-world applications becomes much harder. That’s why I’m paying attention to @primus_labs. Recent technical discussions around Primus have highlighted work involving OLE optimizations and streaming garbled circuits to improve the efficiency of zkTLS-related computation. Why is this worth watching? 🔹 More efficient cryptographic operations can help reduce computational overhead. 🔹 Better memory management can make complex verification workloads more practical. 🔹 Improved infrastructure can give developers more opportunities to integrate verifiable web data into their applications. The bigger picture goes beyond one technical optimization. A lot of valuable information still exists outside blockchains. From online credentials to account information and reputation signals, applications often need to establish that external information is trustworthy. zkTLS-based approaches aim to make such verification possible without requiring users to disclose all the underlying information. Imagine DeFi applications using verifiable external data, identity systems that reveal only necessary attributes, or applications that can establish trust without relying entirely on centralized intermediaries. These are potential use cases, and their practical implementation depends on security, integration, and performance. But the direction is compelling. The next generation of Web3 infrastructure needs more than sophisticated cryptography. It needs technology that developers can actually use. That’s what makes the ongoing work around @primus_labs interesting to follow. The real breakthrough won't just be proving something is true. It will be making that proof useful, efficient, and accessible. #PrimusLabs #zkTLS #Web3Infrastructure
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Good night X fam @unvault keeps giving me more reasons to want to be part of this project. Rewards for minters, crypto incentives for helping the community grow, the freedom to move NFTs across networks, and lower marketplace fees. And this is just the beginning. The bigger goal is to bring NFT experiences across different networks into one place. You can already pay with ETH and USDC on Ethereum, or SOL on Solana. Once the security audit is complete, features like Unvaulting and the Launchpad are expected to give users much more flexibility when buying and selling NFTs. What caught my attention most during today’s Space was a new idea that could completely change the minting process. The team is keeping the details under wraps while waiting for technical approval. I’m genuinely curious to see whether it becomes a reality. I also respect that they’re prioritizing security while people keep pushing for a launch. Building a marketplace this complex takes a solid foundation. Some people may believe OpenSea will continue to dominate the NFT market. But @unvault cross chain experience and potential changes to the minting process could take the competition in a direction many people haven’t considered yet. That’s what makes this project interesting to me. I’m looking forward to seeing what changes if their new idea becomes reality. 👀 @AaronHaber @ernestleedotcom
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