Catalyst smart contracts monorepo

This monorepo contains all Catalyst implementations

Catalyst is an implementation of the Unit of Liquidity AMM design. A design which used independent pricing to asynchronously price assets using shared liquidity, supporting both volatile assets and stable assets.

Each implementation is contained within its own folder.

/evm : Solidity implementation targeting the Ethereum Virtual Machine.
/rust-common : Contains depreciated code
/simulator : Simulation of the Catalyst logic.
/solana : Rust implementation targeting the Solana Virtual Machine.

The EVM implementation is used as a reference implementation.

On Asset Pricing

For an indepth description of how to price assets, read Unit of Liquidity. The below section contains notable equations.

The Catalyst Equation

Let $P_i(w)$ be a decreasing, non-negative marginal price function for a token $i$. The equation which describes a Catalyst swap is then defined as:

$$U = \int_{i_t}^{i_t + \Delta i} P_i(w) \ dw$$

Where $i_t$ is the current balance in the vault, $\Delta i$ is the change in balance caused by the user and $U$ is Units: A measure of the value change by the user. The equation can be used both ways, where a positive change implies a "swap in" and a negative change implies a "swap out". It implies that when assets are swapped out, $U$ the sign is flipped from positive to negative.

This implies that the full swap from a token $i$ to another token $j$ can be computed as:

$$\int_{i_t}^{i_t + \Delta i} P_i(w) \ dw =- \int_{j_t}^{j_t + \Delta j} P_j(w) \ dw = \int_{j_t + \Delta j}^{j_t} P_j(w) \ dw$$

Notice that even though the full swap is written as a single equation, it can be evaluated in 2 independent slices (based on the previous equation).

Catalyst's Price

Catalyst defines 2 price curves to serve both demand for volatile tokens and tokens with a stable value.

Volatile: $P(w) = \frac{W_i}{w}$

Amplification: $P^\theta(w)= \frac{W_i}{(W_i \cdot w)^\theta} \cdot (1-\theta)$

AMM Terms

Marginal Price: If someone were to buy/sell an infinitesimal in the vault. the marginal price is the price they would pay. The marginal price can generally be derived in 2 + 1 ways: $\lim_{x_\alpha \to 0} y_\beta/x_\alpha$ or $\frac{\mathrm{d}}{\mathrm{d}i_\alpha} solve(Invariant, i_\beta)$. Often they are equal to $\frac{P_\alpha(w)}{P_\beta(w)}$.

sendAsset: The first swap of a Catalyst swap. It is independent of the state of the second leg of the transaction. Within a vault $U$ can be used to transparently purchase any token via receiveAsset.

receiveAsset: The last (and second) leg of a Catalyst swap. It is completely independent of the state of the first leg of the transaction. It requires $U$ which can be acquired by selling any token in the group.

LocalSwap: A combination of sendAsset and receiveAsset executed atomically, often on a single chain.

Invariant: A measure used to measure the vault value. Specific to the invariant measure, is that it is constant whenever a swap is completed. If a vault implements a swap fee, the measure increases as fees accumulate in the vault. The invariant is not invariant to deposits or withdrawals. The invariants can continuously be examined if the number of emitted Units is kept track of. In the below equations, this is represented as $\sum U$.

The AMM Equations

Using the Catalyst Equation with the price curves, the mathematical swap equations can be derived.

Volatile Tokens

Marginal price: $\lim_{x \to 0} y_j/x_i = \frac{j}{i} \frac{W_i}{W_j}$
SwapToUnits: $U = W_i \cdot \log\left(\frac{i_t+x_i}{i_t}\right)$
SwapFromUnits: $y_j = j_t \cdot \left(1-\exp\left(-\frac{U}{W_j}\right)\right)$
Invariant: $K = \sum_{i \in {\alpha, \beta, \dots}} \ln(i_t) \cdot W_i + \sum U$

Amplified Tokens

Marginal price: $\lim_{x \to 0} y_j/x_i = \frac{\left(i_t W_i\right)^\theta}{\left(j_t W_j\right)^\theta} \frac{W_j}{W_i}$
SwapToUnits: $U = \left((i_t \cdot W_i + x_i \cdot W_i)^{1-\theta} - \left(i_t \cdot W_i \right)^{1-\theta} \right)$
SwapFromUnits: $y_j = j_t \cdot \left(1 -\left(\frac{\left(j_t \cdot W_j\right)^{1-\theta} - U }{\left(j_t \cdot W_j\right)^{1-\theta}}\right)^{\frac{1}{1-\theta}}\right)$
Invariant: $K = \sum_{i \in {\alpha, \beta, \dots}} i^{1-\theta} W_i^{1-\theta} + \sum U$

catalystdao/catalyst