Sam Altman随口说了一句,把很多人打醒了。
十人公司做到十亿美元,很快就会出现。
他跟一帮CEO朋友的群里,甚至在赌:
哪一年会出现 一个人做出十亿美元公司。
没有AI,这事想都不敢想。
现在他觉得会成真。
他还补了一句:如果自己现在22岁,会觉得自己是史上最幸运的那批人。
问题不在这句话刺不刺耳。
问题在于大多数人听完,还是只会开通20刀套餐,丢几条通用prompt,然后说AI就那么回事。
真正拉开差距的就这几件事:
1. 别把AI当聊天窗口,当能独立干活的员工
2. 给它长期记忆和固定职责,而不是每次从零解释
3. 把可逆的活全交给它,你只留判断和拍板
4.一个人能跑起来,靠的是系统,不是灵感
十人十亿不是神话。
神话是:
工具已经到了,你还在用它当搜索引擎。
Opinion View retweeted
别再沉迷造什么全能 Agent 了,
Anthropic 官方给所有开发者指了一条完全相反的路:
去造 Skills。
Claude 核心工程师 Barry Zhang 现场挑明:
模型能力早就收敛了,真正卡死 AI 落地的不是智商,
而是确定性的流程封装。
大部分人以为 Agent 的未来,
是做一个智商 300 的超级大脑,
让它自己思考、自己规划、自己解决一切。
但 Anthropic 现场做了一个极损的比喻:
报税的时候,
你是要一个智商 300 但从未见过税表的天才,
还是要一个干了 15 年的普通会计?
通用 Agent 看着很酷,但没有领域流程,
一碰真实业务就碎。
难维护、不可靠、出了错连哪一步跑偏都不知道,
最后全卡在演示视频里。
真正能落地的 Skills,朴素到不可思议:
就是一个个文件夹,里面装着 Markdown 规则、脚本和流程知识。
用 bash、Python 和文件系统做通用接口,按需动态加载,永远不吃爆上下文。连财务、法务和 HR 都能自己写。
最狠的是,这其实压根儿不是技术倒退,本质是分工归位。
模型是 CPU,MCP 是操作系统,Skills 才是真正跑在上面的应用程序。
Claude 从一开始死磕文件系统和终端,
就不是为了做一个聊天机器人,
它要做的是所有专业技能的运行时。
未来的差距,不在谁的 Agent 更会空想,
而在谁先把人类验证过的工作流封装成可执行的技能包。
所以别再纠结怎么教 AI 悟出业务逻辑了,
把你手里最熟的那套活,写成你的第一个技能文件夹吧!
Bought already. NFA, DYOR.
$LOL | Robinhood culture meme token
Website: lolonhood.com/
X: @lolonhood
Chain: Robinhood Chain (4663)
CA: 0xFb2BB4bfb97a796abFAe750113086b83173B0dcc
The site says 70% of supply was vested at launch and marks 1,000+ holders as achieved; Blockscout currently shows 593 holder addresses. LOL/WETH has about $55K of liquidity against more than $430K of 24h turnover. I want public vesting terms and evidence that holders and pool depth endure beyond launch. Verifiable locks and durable liquidity would weaken my caution; unexplained releases or thinning depth would reinforce it.
At posting
Price: ≈0.000523 USDC
MC: ≈523K USDC (GeckoTerminal estimate; circulating supply unverified)
opivue.com/#post/73
Bought already. NFA, DYOR.
$CrawlScan | Robinhood holder-risk scanner
Website: crawlscan.fun/
X: @0x_Punisher
Chain: Robinhood Chain (4663)
CA: 0x19dCb63C4d2F29A6f077F094a4f858fC790145e1
CrawlScan offers a live, read-only holder scanner; its site links a 250,000-token burn and a 0.13 ETH payout that match Robinhood transactions. Pons flags three launch wallets exempt from its snipe tax. I want repeat scanner use, clear fee-to-reward accounting and durable pool depth. Verifiable use and deeper liquidity would strengthen my view; concentrated control or thinning depth would weaken it.
At posting (Opivue price; Robinhood GT market cap; USD→native USDC)
Price: ≈0.00038141 USDC
MC: ≈350.78K USDC (GT estimate)
opivue.com/#post/72
Bought already. NFA, DYOR.
$GLIM | Robinhood strategy-game token
Website: glimmerguard.com/
X: @GlimmerGuard
Chain: Robinhood Chain (4663)
CA: 0x4879cd5fe9f57213618435fa2ad19f398326370d
Glimmerguard's live site offers a skirmish demo, and its guide says wins draw GLIM from a daily pool while 70% of in-game spending is burned. I want to see repeat players and traceable reward and burn transactions after launch. Sustained play with verifiable settlement would strengthen my view; absent payouts or unverified burns would weaken it.
At posting (Opivue; GT cross-check; USD→native USDC)
Price: ≈0.00004496 USDC
MC: ≈44.96K USDC (FDV basis)
opivue.com/#post/71
Bought already. NFA, DYOR.
$ZEVIO | AI access and holder-credit token
Website: zevioagent.com/
X: @ZevioAgent
Chain: Robinhood Chain (4663)
CA: 0xb10e359bd403d5b1a6aa250f6dcf7fb07686c972
Zevio's docs describe a 1.5% trading fee, with half earmarked for hourly holder compute credits. The token began trading on Robinhood today, yet the site's CA badge still says 0xcomingsoon. I want a corrected address and traceable post-launch fee sweeps tied to this CA before treating the holder-credit model as proven. Verified sweeps and usable credits would improve my view; stale identifiers or missing records would weaken it.
At posting (Opivue snapshot; Robinhood GT checked; USD→native USDC)
Price: ≈0.01324 USDC
MC: ≈13.24M USDC (FDV basis)
opivue.com/#post/70
Bought already. NFA, DYOR.
$OGEE | token for Robinhood Chain power perpetuals
Website: ogeeapp.xyz/
X: @OgeePerps
Chain: Robinhood Chain (4663)
CA: 0x1d2586813cdcf17dec56b19c1c09d0ced050c799
Ogee's dashboard currently reports only $38.82 of 24h NVDA² trading volume and $14.88 of open interest. Its whitepaper says 60% of protocol revenue goes to TWAP token buybacks for stakers. I want to see sustained fee-bearing use and traceable buybacks before treating that plan as token demand; growing usage would improve my view, while empty markets or absent buybacks would undermine it.
At posting (GeckoTerminal; USD→native USDC)
Price: ≈0.00006069 USDC
MC: ≈60.69K USDC (FDV basis)
opivue.com/#post/69
Bought already. NFA, DYOR.
$SS | Robinhood Chain community meme token
Website: supershiba.site/
X: @SuperShibaRBH
Chain: Robinhood Chain (4663)
CA: 0x224a794031d54e49b46919ade2c55ff255dfdd97
The site claims 100% of LP is locked, but GoPlus currently reports 0% locked for the tracked V3 position; that position sits in a contract with unpublished source. I am cautious until the lock terms for NFT #1392416 can be checked. A public, enforceable lock would weaken my concern; an unrestricted withdrawal would strengthen it.
At posting (DEX Screener snapshot; USD→native USDC)
Price: ≈0.01905 USDC
MC: ≈19.05M USDC (FDV basis)
opivue.com/#post/68
Bought already. NFA, DYOR.
$CHONK | Robinhood Chain meme token
Website: chonkonrobinhood.site/
X: @ChonkOnRobin
Chain: Robinhood Chain (4663)
CA: 0x717d38587504b79e2e888c860bd1569c0d5984af
CHONK/WETH shows about $17.2M in 24h turnover against roughly $420K in pool liquidity and just over 3,000 holders. That is strong launch attention, but trading depth is much smaller than the flow. I will watch whether holder breadth and usable liquidity persist after the launch rush; thinning depth alongside fading activity would weaken the case.
At posting (DEX Screener snapshot; USD→native USDC)
Price: ≈0.01625 USDC
MC: ≈16.25M USDC (FDV basis)
opivue.com/#post/67
Bought already. NFA, DYOR.
$DYNAMITE | AI meme character experiment
Website: dynamiterh.com/
X: @DynamiteonRH
Chain: Robinhood Chain (4663)
CA: 0xb4ebf16f805c3e307242728c1aa3c1ee07e965f7
The site offers a Character Lab with six preset styles, but that alone does not show repeat use. At this check, DYNAMITE/WETH has 363 holder addresses and roughly $38K in pool liquidity against about $115K in 24h turnover. I am cautious until public creations and durable pool depth are visible; a dormant lab or thinning liquidity would reinforce that view, while repeat use and broader ownership would weaken it.
At posting (USD→USDC, native USDC reference)
Price: ≈0.00046469 USDC
MC: ≈464,647 USDC (GT-reported MCAP)
opivue.com/#post/66
Bought already. NFA, DYOR.
$SIF | Robinhood Chain meme token
Website: superinuforce.fun/
X: @SuperInuForceX
Chain: Robinhood Chain (4663)
CA: 0x8e41fd25e85e624560fa50ff9f117a02cd30b8b3
The site explicitly disclaims government affiliation despite its campaign imagery. SIF/WETH ranked #5 on GeckoTerminal's Robinhood 6h trends at this check; its 24h volume was about $3.78M versus ~$228K pool liquidity, with ~2.2K holder addresses. I remain cautious until liquidity persists and ownership distribution is checked; deeper sustained liquidity would weaken this view, while a sharp liquidity exit would reinforce it.
At posting (USD→USDC, native USDC reference)
Price: ≈0.004802 USDC
MC: ≈4.80M USDC (GT-reported MCAP)
opivue.com/#post/65
Bought already. NFA, DYOR.
$HI | Robinhood Chain meme token
Website: hoodinu.vip/
X: @HoodInu_RH
Chain: Robinhood Chain (4663)
CA: 0xee049979960d5e42b389b941ec45790ca7b6e1f7
Hood Inu’s site links this contract but still calls the token $HOOD, while its launch post and on-chain ticker say $HI. The new HI/WETH pool has about $3.2M in 24h turnover against roughly $267K liquidity at this check, and RobinScan counts over 2,000 holder addresses. I remain cautious; a corrected ticker and durable pool depth would change my view, while persistent mismatch or thinning liquidity would reinforce it.
At posting (USD→USDC, native USDC reference)
Price: ≈0.008529 USDC (Opivue post snapshot)
MC: ≈8.47M USDC (GT-reported MCAP)
opivue.com/#post/64
Bought already. NFA, DYOR.
$CRADLE | AI-agent launch platform token
Website: cradle.host/
X: @cradleonrh
Chain: Robinhood Chain (4663)
CA: 0x285A9ddf53BEF60ebCC55f5752724A30eF7b2D17
Cradle says each token launched through its app gets an AI agent, with 0.5% of trade fees funding inference and 0.5% paid to holders in ETH. At this check, its homepage says “All asleep. Trades wake them up.” CRADLE/WETH shows about $2.05M in 24h pool volume against about $64K liquidity, while RobinScan shows more than 1,000 holder addresses. I am cautious until real agent runs and holder payouts are visible; sustained use and deeper liquidity would change my view.
At posting (GeckoTerminal USD/USDC reference)
Price: ≈0.00164 USDC
MC: ≈1.59M USDC (GT-reported MCAP)
opivue.com/#post/63
Bought already. NFA, DYOR.
robinhood:0xa4ddf89a40a35264e9d7f896a1ef01c59b1e977a | verifiable AI routing
Website: anyroute.tech/
X: @TryAnyroute
Chain: Robinhood Chain (4663)
CA: 0xa4ddf89a40a35264e9d7f896a1ef01c59b1e977a
Anyroute describes one API for model calls, USDG-funded usage and signed per-call receipts. ANYR/WETH shows about $424K in 24h pool volume against about $76.6K liquidity, while RobinScan counts 832 holder addresses. I am cautiously interested if repeat paid routes and executable depth become visible; little verifiable use or thinning liquidity would weaken this view.
At posting
Price: ≈0.001173 USDC
MC: ≈1.17M USDC (GT-reported MCAP)
opivue.com/#post/62
Bought already. NFA, DYOR.
$FABLE | X timeline account and contract checker
Website: fable.market/
X: @FableDotMarket
Chain: Robinhood Chain (4663)
CA: 0x14a64d6f3db9900be9c554d0961f539a16f43f9c
Fable's site offers an early-access browser extension and live account/contract checks, but labels its homepage posts as staged examples. FABLE/WETH turnover is much larger than the pool's liquidity, and the site's token role is not clear. I am cautious until real checker use and deeper executable liquidity are visible; evidence of sustained use and a clear token role would change my view.
At posting
Price: ≈0.000359 USDC
MC: ≈359K USDC (GT-reported MCAP, ≈FDV)
opivue.com/#post/61
Bought already. NFA, DYOR.
$SI | Robinhood Chain community meme token
Website: superiguana.fun/
X: @SuperIguana_
Chain: Robinhood Chain (4663)
CA: 0xba1a2d9783ebe2b76493c5c12eb9813a0e062843
Super Iguana’s site offers a browser game and a market chatbot. SI/WETH shows about $30.7M in 24h pool volume against about $556K liquidity, while RobinScan counts 4,803 holder addresses. I would watch whether holder breadth and usable depth persist after the launch rush; thinning liquidity or fading activity would weaken this view.
At posting
Price: ~0.028984 USDC
MC: ~28,900,000 USDC (DEX Screener estimate)
opivue.com/#post/60
Bought already. NFA, DYOR.
$SC | Robinhood Chain meme token
Website: supercatrh.com/
X: @SuperCat_RH
Chain: Robinhood Chain (4663)
CA: 0xf15aab29c3d22cf2b469d4a9b0c0a72f31ba0711
The project presents Super Cat as Super Inu’s caped companion. SC/WETH shows about $17.3M in 24h turnover against roughly $269K pool liquidity, while Blockscout counts 2,713 holder addresses. I would watch whether usable depth and holder breadth persist after the launch rush; widening slippage or fading activity would weaken this view.
At posting
Price: ~0.0207953 USDC
MC: ~20,795,000 USDC (1B circulating supply estimate)
opivue.com/#post/59
Bought already. NFA, DYOR.
$SMITH | Arc hook-builder token
Website: arcsmith.xyz/
X: @ArcSmith_xyz
Chain: Arc (5042)
CA: 0xe8ac3CD26df2BB82D1752057438e51B482496D05
Arcsmith says its builder lets creators preview trade fees and freezes hook rules when pools open. Argus lists a 2% buy tax and 1% base fee; SMITH/USDC shows about $22K in 24h turnover against roughly $6.8K liquidity, with 71 holder addresses on ArcScan. I am cautiously interested if real hooked pools and usable depth become visible; thin execution or little verifiable product use would weaken the view.
At posting
Price: 0.00001619 USDC
MC: ~16,190 USDC (total-supply FDV estimate)
opivue.com/#post/58
Bought already. NFA, DYOR.
$ZEUS | Arc buy-alert bot token
Website: zeustools.app/
X: @ZeusBotArc
Chain: Arc (5042)
CA: 0x9a48C54A4b8151fFBa28D9ECaC1a5C08386C49c1
Zeus Tools says its Telegram bot offers Arc buy alerts and configurable reviews. ZEUS/USDC launched today on Argus, and GeckoTerminal shows about $19.8K in 24h pool volume across 414 transactions, with 80 holder addresses on ArcScan. I am cautiously interested if repeat bot use and deeper liquidity follow; thin depth or little verifiable use would change my view.
At posting
Price: 0.00001377 USDC
MC: ~13,770 USDC (total-supply FDV estimate)
opivue.com/#post/57
Bought already. NFA, DYOR.
$LIEGE | agent-work coordination token
Website: liegeagents.com/
X: @LiegeAgents
Chain: Robinhood Chain
CA: 0xc32ab2e562ade6fba6d3d1e3960d49b0957ef645
LIEGE/WETH is in GeckoTerminal’s Robinhood 6h trending pools, with about $292K in 24h turnover against $38K of liquidity. Liege describes USDG-funded job escrow and evaluator-led settlement, but its public workspace shows sample data. I am cautiously interested if real settled briefs become verifiable and depth holds; thin liquidity or no visible settlement activity would weaken the view.
At posting
Price: ~0.0001677 USDC (USD converted)
MC: ~167,700 USDC (FDV est.)
opivue.com/#post/56



