Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
5,922 documents
This overview explains how blockchain based payment systems can support peer to peer transfers and describes proposed benefits including cross-chain transfers, cryptographic security, lower intermediary costs, and faster settlement. It outlines potential…
The article links SUI’s reported DeFi expansion with possible drivers of market momentum. It cites a rise in total value locked from $1.56 billion to $2.27 billion over two weeks and names SuiLend and Cetus DEX as contributors. It also describes SUI’s…
The document introduces wrapped Bitcoin as an ERC-20 representation intended to track Bitcoin one for one, allowing holders to use Bitcoin-linked value in Ethereum applications without directly selling BTC. It describes potential uses in decentralized…
This example shows how to collect decentralized exchange quotes through an AMM gateway data feed. Users configure a network, a base order amount, and up to three trading pairs; the network’s configured swap provider determines which DEX supplies the quotes.…
This document describes a platform library for interacting with Uniswap V3 and other Web3 contracts. It explains how to call standard token methods, register an ABI for other contract methods, invoke node RPC methods, encode and decode structured values, and…
This read-only Web3 scanner compares yield opportunities across Ethereum, Arbitrum, Base, and BNB Chain. It reports Aave V3 supply and borrowing rates, utilization, available liquidity, and collateral limits; estimates leveraged stablecoin lending returns;…
This strategy monitors a trading pair on the XRPL decentralized exchange and opens an automated market maker liquidity position after price crosses a configured target condition: above the target or below it. Once triggered, it sets a price range around the…
This document describes an LP rebalancer controller that delegates position closure to an executor. The controller sets upper and lower price limits from a rebalance threshold; when price moves beyond those limits, the executor closes the liquidity position.…
This workflow proposes finding candidate tokens by starting with a successful seed project, screening its holders, and examining the other ERC-20 assets held by qualifying wallets. The described filters exclude large project holders and labeled institutions,…
This document describes a monitor for Uniswap V4 pool initialization events on Robinhood Chain. It checks the configured chain ID, scans logs from a specified PoolManager in small block ranges, decodes pool assets and parameters, and deduplicates events by…
This strategy selects active ETH/WETH liquidity pools on Robinhood Chain and opens concentrated liquidity positions to earn trading fees. It discovers candidate pools through paginated directories, screens activity and market conditions, then checks pool…
This case study recounts a team’s experience entering crypto trading in 2021, when they viewed the market’s fragmented and developing structure as a source of inefficiencies. It describes several approaches: futures basis arbitrage, exploiting delays between…
The article explains why market making is demanding for beginners. A market maker posts bids and asks around an estimate of fair value, seeking to earn the spread while providing liquidity. The example shows how a mistaken estimate can attract trades on the…
This document describes data access and alignment conventions for crypto perpetual futures and related on-chain series. It explains that premium-index bars are timestamped at their opening time: an eight-hour bar records the premium leading into the funding…
This notebook assesses whether total value locked can serve as an alternative-data signal for ether returns. TVL aggregates the dollar value of crypto assets deposited in decentralized finance protocols. Because it is a price-valued stock rather than a…
This notebook treats total value locked as alternative data and evaluates the hypothesis that DeFi capital conditions can help predict ether returns. It defines TVL as the dollar value of crypto assets deposited in protocols, then emphasizes that it is a…
This workflow proposes using holders of a successful token as a starting group for discovering other assets they own. It filters holders by token ownership share and portfolio value, removes addresses labeled as exchanges, project treasuries, or protocol…
The document presents a proposed arbitrage framework comparing prices for a trading pair on the XRPL decentralized exchange with a centralized exchange. It estimates volume-weighted prices for a configured trade size, adjusts prices for fees, and calculates…
This notebook evaluates a DeFi total value locked series as alternative data for trading ether. It organizes the review around four questions: whether the series relates to forward returns, whether the data is sound and reconstructible, whether its use is…
This case study assesses DeFi Llama total value locked data as a possible input to an Ether trading research pipeline. It separates signal strength, data quality, legal suitability, and commercial value, with legal issues and the lack of reconstructible…
The chapter argues that repeatable research discipline is a more durable source of trading advantage than any individual strategy. It presents a workflow built around falsifiable hypotheses, out-of-sample evaluation, and corrections for multiple testing to…
This paper models how trading on centralized exchanges may affect staking choices and token distribution in a Proof-of-Stake blockchain. In its continuous-time mean-field framework, participants serve as both validators and traders in a centralized market…
This analysis examines the May 2022 failure of the Terra project, focusing on the relationship between TerraUSD, Luna, and the Anchor protocol. It reviews news from varied social media sources to organize the events surrounding the collapse, then uses hourly…
The paper proposes a regulatory framework that incorporates legal transaction confirmation into blockchain consensus. It argues that permissionless consensus protocols generally do not distinguish lawful from unlawful transactions, even when traded assets…