Almanak SDK

The Almanak SDK is a powerful Python library for developing, testing, and deploying autonomous DeFi agents. Built on an intent-based architecture, it provides a comprehensive framework for creating sophisticated trading strategies with minimal boilerplate.

Features

Intent-Based Architecture: Express trading logic as high-level intents (Swap, LP, Borrow, etc.) - the framework handles compilation and execution
Gateway Security: All external access mediated through secure gRPC gateway
Three-Tier State Management: Automatic persistence with HOT/WARM/COLD tiers
Comprehensive Backtesting: PnL simulation, paper trading on Anvil forks, and parameter sweeps
Multi-Chain Support: Ethereum, Arbitrum, Optimism, Base, Avalanche, Polygon, BSC, Sonic, Blast, Mantle, Berachain
Protocol Integration: Uniswap V3, Aave V3, Morpho Blue, GMX V2, Lido, Ethena, Kraken, and more
Non-Custodial Design: Full control over your funds through Safe smart accounts

Installation

pipx install almanak

Optional features ship as extras:

pipx install 'almanak[dashboard,backtest]'   # web dashboard + backtest charts/optimization

Extra	Enables
`dashboard`	`almanak dashboard` and the strategy/backtest web dashboards (streamlit, plotly)
`backtest`	backtest chart export and `almanak strat backtest optimize` (matplotlib, plotly, optuna)
`code`	Python LSP for `almanak code` (pyright)

Using an AI coding agent? Teach it the SDK in one command:

almanak agent install

Auto-detects your platform (Claude Code, Codex, Cursor, Copilot, and 6 more) and installs the strategy builder skill.

Quick Start

Create a New Strategy (scaffolds a self-contained Python project with pyproject.toml, .venv/, uv.lock)
```
almanak strat new
```

Test on a Local Anvil Fork

cd my_strategy
uv run almanak strat run --network anvil --once

Writing a Strategy

Strategies use an intent-based architecture. Implement the decide() method to return an intent:

from almanak import IntentStrategy, SwapIntent, HoldIntent, MarketSnapshot

class MyStrategy(IntentStrategy):
    def decide(self, market: MarketSnapshot) -> Intent:
        eth_price = market.prices.get("ETH")
        usdc_balance = market.balances.get("USDC")

        if eth_price < 2000 and usdc_balance > 1000:
            return SwapIntent(
                token_in="USDC",
                token_out="ETH",
                amount=1000,
                slippage=0.005,
            )
        return HoldIntent(reason="Waiting for better conditions")

Supported Networks

Ethereum, Arbitrum, Optimism, Base, Avalanche, Polygon, BSC, Sonic, Plasma, Blast, Mantle, Berachain

Supported Protocols

DEXs: Uniswap V3, SushiSwap V3, PancakeSwap V3, TraderJoe V2, Aerodrome, Curve
Lending: Aave V3, Morpho Blue, Compound V3, Spark
Liquid Staking: Lido, Ethena
Yield: Pendle
Perpetuals: GMX V2, Hyperliquid
CEX Integration: Kraken
Aggregators: Enso, LiFi

Pending testing: Prediction Markets (Polymarket) and Flash loans are undergoing further validation and are temporarily withheld from the supported matrix (almanak info matrix). Treat them as experimental.

Contributing

See the Contributing Guide to get started.

Documentation

For detailed documentation, visit sdk.docs.almanak.co

Support

Release files for almanak 2.27.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for almanak 2.27.0
File	Interpreter	ABI	Platform	Reset
almanak-2.27.0-py3-none-win_amd64.whl 52.1 MB Sep 3, 2026	Python 3	none	Windows x86-64	Details
almanak-2.27.0-py3-none-manylinux_2_17_x86_64.whl 48.7 MB Sep 3, 2026	Python 3	none	Linux glibc 2.17+ x86-64	Details
almanak-2.27.0-py3-none-manylinux_2_17_aarch64.whl 48.7 MB Sep 3, 2026	Python 3	none	Linux glibc 2.17+ ARM64	Details
almanak-2.27.0-py3-none-macosx_11_0_x86_64.whl 40.6 MB Sep 3, 2026	Python 3	none	macOS 11.0+ x86-64	Details
almanak-2.27.0-py3-none-macosx_11_0_arm64.whl 38.0 MB Sep 3, 2026	Python 3	none	macOS 11.0+ ARM64	Details

Total release size: 228.2 MB

Release files / almanak-2.27.0-py3-none-win_amd64.whl

Download URL	almanak-2.27.0-py3-none-win_amd64.whl
Size	52.1 MB
Tags	Python 3 Windows x86-64
SHA-256 checksum How to use checksums	`5150ce29272bf955cbadbc2b207b8ac03b83a6fe4fdc428346e7bf586e9d6613`
BLAKE2b-256 checksum How to use checksums	`eff2ff0d258ee10c746aafb68d2d615c28c89ae0c4478e8f74efca731d051166`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.12.14`

Release files / almanak-2.27.0-py3-none-manylinux_2_17_x86_64.whl

Download URL	almanak-2.27.0-py3-none-manylinux_2_17_x86_64.whl
Size	48.7 MB
Tags	Linux glibc 2.17+ x86-64 Python 3
SHA-256 checksum How to use checksums	`37d33726d599d1d1e3ba63edd8bc6f86dde85c2d4e5cfb7300dd6dbc77c6f9a1`
BLAKE2b-256 checksum How to use checksums	`7e8c79deba18dff55e90a2dac18a00cafcf5514a4e89cc55113778d7c81d336e`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.12.14`

Release files / almanak-2.27.0-py3-none-manylinux_2_17_aarch64.whl

Download URL	almanak-2.27.0-py3-none-manylinux_2_17_aarch64.whl
Size	48.7 MB
Tags	Linux glibc 2.17+ ARM64 Python 3
SHA-256 checksum How to use checksums	`602856da6209f9849e00ff2cd193c4877db515403fc22fda9799e189ff6f2692`
BLAKE2b-256 checksum How to use checksums	`9e4b0f08f0d5ff9f9baac9f62a502a4077a270012371f171994752179634f0b9`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.12.14`

Release files / almanak-2.27.0-py3-none-macosx_11_0_x86_64.whl

Download URL	almanak-2.27.0-py3-none-macosx_11_0_x86_64.whl
Size	40.6 MB
Tags	Python 3 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`30ae0981fe283ee7ea7c3b2397a5be0fef1ff6dee117d3fda71b34eb1fa62017`
BLAKE2b-256 checksum How to use checksums	`7e70c878e08b75026ff2cbcc7d1f28f825840445f56a2a77bea3b9b879d88adb`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.12.14`

Release files / almanak-2.27.0-py3-none-macosx_11_0_arm64.whl

Download URL	almanak-2.27.0-py3-none-macosx_11_0_arm64.whl
Size	38.0 MB
Tags	Python 3 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`5d2ac473c0f10ac287539a8b615c511ce695c06c8ad5c3542414a0d25d0414ae`
BLAKE2b-256 checksum How to use checksums	`c4379142988ecbf94b0bad903d2320f6213ba94c8c4491ba280736a53b57b5e8`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.12.14`