diff --git a/uniswap/uniswap-v3/README.md b/uniswap/uniswap-v3/README.md
index 5e7682d..5326507 100644
--- a/uniswap/uniswap-v3/README.md
+++ b/uniswap/uniswap-v3/README.md
@@ -1,18 +1,20 @@
-## 🍣 uniswap v3
+## uniswap v3
 
 <br>
 
 ### tl; dr
 
+<br> 
+
 uniswap v3 introduced: 
 
-* **concentrated liquidity** and **non-fungible liquidity**: 
-  * replacing fungible ERC20 liquidity positions with non-fungible ERC-721 liquidity positions. 
-  * individual LPs get granular control over what price ranges their capital is allocated to. 
-  * individual positions are aggregated together into a single pool, forming one combined curve for users to trade against.
-* **multiple fee tiers**: allowing LPs to be appropriately compensated for taking on varying degrees of risk. 
-* **range orders**: lps can deposit a single token in a custom price range, above or below the current price.
-* **improvements to the TWAP oracle**: possible to calculate any recent TWAP within ~9 days in a single on-call chain.
+  * **concentrated liquidity** and **non-fungible liquidity**: 
+    * replacing fungible ERC20 liquidity positions with non-fungible ERC-721 liquidity positions. 
+    * individual LPs get granular control over what price ranges their capital is allocated to. 
+    * individual positions are aggregated together into a single pool, forming one combined curve for users to trade against.
+  * **multiple fee tiers**: allowing LPs to be appropriately compensated for taking on varying degrees of risk. 
+  * **range orders**: lps can deposit a single token in a custom price range, above or below the current price.
+  * **improvements to the TWAP oracle**: possible to calculate any recent TWAP within ~9 days in a single on-call chain.
 
 
 <br>
@@ -21,6 +23,7 @@ uniswap v3 introduced:
 
 ### in this dir
 
+<br>
 
 * [just in time liquidity mev](just-in-time.md)
 
@@ -30,7 +33,10 @@ uniswap v3 introduced:
 
 ### resources
 
+<br>
+
 * [uniswap v3 whitepaper](https://uniswap.org/whitepaper-v3.pdf)
 * [liquidity mining on uniswap v3 by paradigm](https://www.paradigm.xyz/2021/05/liquidity-mining-on-uniswap-v3)
 * [uniswap v3 book, by jeiwan](https://github.com/Jeiwan/uniswapv3-book)
 * [jit liquidity by chainsight](https://twitter.com/ChainsightLabs/status/1457958811243778052)
+* [conceptualizing uniswap v3 lp profit and loss](https://atise.medium.com/conceptualizing-uniswap-v3-lp-profit-and-loss-ecbae6e09644)