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loaders: structure hyperliquid loaders

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

good first issueScoped narrowly; safe entry point for newcomers.Scoped narrowly; safe entry point for newcomers.

minorIssue priority tagIssue priority tag

Status: Open.

Feature

#70 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

loaders: validate loaders against MySQL / PostgreSQL backends

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

Status: Open.

Feature

#69 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

core: expand the metrics set on StrategyResult

area: corefractal/core/base/, fractal/core/pipeline.py — contracts + MLflow pipeline.fractal/core/base/, fractal/core/pipeline.py — contracts + MLflow pipeline.

Status: Open.

Feature

#68 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

entity: rework Aave notional accounting

area: entityfractal/core/entities/ — Aave, Hyperliquid, Uniswap, stETH, GMX, simple/*.fractal/core/entities/ — Aave, Hyperliquid, Uniswap, stETH, GMX, simple/*.

majorFirst priority issuesFirst priority issues

Status: Open.

Bug

#67 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

research: RL environment as a gym subpackage

area: strategyfractal/strategies/ — BasisTrading, HyperliquidBasis, TauReset.fractal/strategies/ — BasisTrading, HyperliquidBasis, TauReset.

dependenciesBumps from Dependabot or manual dep changes.Bumps from Dependabot or manual dep changes.

researchNotebook / study / strategy write-up under examples/ — research artifact, not framework code.Notebook / study / strategy write-up under examples/ — research artifact, not framework code.

Status: Open.

Task

#66 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

core: multiprocessing for grid-search backtests

area: corefractal/core/base/, fractal/core/pipeline.py — contracts + MLflow pipeline.fractal/core/base/, fractal/core/pipeline.py — contracts + MLflow pipeline.

majorFirst priority issuesFirst priority issues

performanceThroughput / memory / latency — backtest runtime.Throughput / memory / latency — backtest runtime.

Status: Open.

Feature

#65 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

tests: profiling + benchmark suite

area: teststests/ — core, loaders, mlflow_tests.tests/ — core, loaders, mlflow_tests.

majorFirst priority issuesFirst priority issues

performanceThroughput / memory / latency — backtest runtime.Throughput / memory / latency — backtest runtime.

Status: Open.

Task

#64 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

infra: replace flake8 + isort + (parts of) pylint with ruff

area: infrasetup.py, Makefile, .github/, scripts/, docs/, pre-commit, pyproject.setup.py, Makefile, .github/, scripts/, docs/, pre-commit, pyproject.

dependenciesBumps from Dependabot or manual dep changes.Bumps from Dependabot or manual dep changes.

Status: Open.

Feature

#63 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

loaders: extend simulators — GBM → jump diffusion → regime shifts

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

minorIssue priority tagIssue priority tag

Status: Open.

Feature

#62 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

loaders: extend TheGraph coverage with more subgraphs

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

good first issueScoped narrowly; safe entry point for newcomers.Scoped narrowly; safe entry point for newcomers.

Status: Open.

Feature

#61 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

loaders: Dune-backed loaders for on-chain data

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

Status: Open.

Feature

#60 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026

loaders: GeckoTerminal pool data — investigate liquidity reconstruction

area: loadersfractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.fractal/loaders/ — Binance, Hyperliquid, Aave, GMX, TheGraph, sims.

Status: Open.

Feature

#59 In Logarithm-Labs/fractal-defi;

· 0xBoringWozniak opened on May 1, 2026