Shanz

Listen to tech, live in future.

[Shanz @shanz_42]

What if ALL of science ran on one language?
Protein. Molecular. Weather patterns. They're all becoming the same thing: token sequences.
We call this the Token-Driven Research Paradigm—a new mode of knowledge production.
The fifth scientific paradigm is unfolding.

[Shanz @shanz_42]

No more burning 10k tokens on a 60-page doc when you only need the Methods section.

pip install shuck-file

Works as CLI, MCP server, or Claude Code plugin.

https://t.co/4qp6X5ndsW

[Shanz @shanz_42]

My Claude Code do the same thing every time it hit a .docx:
1) Write a python-docx script
2) Dump the entire document into context
3) Lose all tables and formatting
So I built shuck-file.
https://t.co/4qp6X5ndsW
Gives AI a document map so it reads only what it needs.

[Shanz @shanz_42]

Your AI agent doesn't need 50 pages. It needs the 3 paragraphs that matter.
one command to extract smart, structured Markdown from .docx, .pdf, .xlsx, .pptx.
Small file → clean output
Large file → document map → targeted extraction

[Shanz @shanz_42]

@SillyDragonSol 9EVg2gXu3CHePnvTsovxgMqmvEfupjYrSztxjqU672Gf

[Shanz @shanz_42]

@Poolsuite shanz.eth

[Shanz @shanz_42]

@LinkkeyOfficial @ensdomains @ens_support @0xPolygon @VitalikButerin @opensea @apenftorg @TheBinanceNFT shanz.eth

[Tim Urban @waitbutwhy]

21 thoughts from 2021 I'd like to take into 2022:

[Shanz @shanz_42]

@xiaoyuz 如果按照这个思路继续扩展，可以把每个“域名地段”想象成“小区”，人们通过拥有“子域名”的方式住进这个“小区”，并一起构建，其实这种“小区”就是一个“DAO”。这些其实是做了一种物理空间到数据空间的投射。

[Shanz @shanz_42]

@xiaoyuz 元宇宙的土地没有时空限制，所以“地段”是否是最重要的指标这点存疑。如果以此为出发点，那么“门牌号”可能会成为富贵身份的证明。一个想法不一定对，那就是MANA以后与ENS整合，使用ENS域名来表达“地段”。

[Shanz @shanz_42]

@jaysonhu2018 眼中有泪，心中滴血

[Jayson𐤊 @jaysonhu2018]

钱学森1994年或许就意识到未来的“元宇宙”。

[Shanz @shanz_42]

离我家很近，哈哈

[吴说区块链 @wublockchain12]

林俊杰在推特账号上宣布持有了Decentraland元宇宙虚拟地块。

[吴说区块链 @wublockchain12]

林俊杰在推特账号上宣布持有了Decentraland元宇宙虚拟地块。

[Shanz @shanz_42]

DAO会成为一个“国家”吗？或者，当前的国家会变成一个巨型的DAO吗？
Will DAO become a "nation"? Or will the current nation become a huge DAO?

[Shanz @shanz_42]

历史时刻https://t.co/kay0q3RsJ9

[DeSo @desoprotocol]

We’re giving away this $3,000 Desomon NFT!

🎟️How to enter:
1. Follow @DesoProtocol on Twitter
2. Retweet this tweet 🔁

(Ends 11/20)

#NFT #giveaway #decentralizedsocial

[Shanz @shanz_42]

关于$deso的思考：只要是建立在deso链上的dapp，自动获得所有用户积累下来的数据，这点太cool了。这就意味着，任何新上线的项目，立刻具有海量的用户资源。如果我是socialFi的开发者，用户的优先级肯定是高于其他资源的。而从用户的角度，可以无缝在各个dapp转换。

[Shanz @shanz_42]

@xiaoyuz 哲学炒币

[Shanz @shanz_42]

@not_katarina I checked it twice to know what happened.