First official strategy · in paper trading

AI Quantitative Trading Platform on Blockchain

AI quant strategies researched and run by Algonius, delivered as non-custodial on-chain vaults. Each one publishes its risk limits and its evidence, grade by grade.

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How it works

01Principles

Limits first. Returns second.

Four commitments every official strategy is built on.

01

Risk before returns

Hard caps on leverage, position size and exposure. When data or state is uncertain, the strategy stops opening positions. No return leaderboard, no promised yield.

02

Non-custodial

You deposit and redeem by signing with your own wallet; funds go straight into the strategy's vault. Our trading key can only place restricted trades for that vault and can never send funds to another address. Trades can still lose money.

03

Evidence, graded

Backtest, paper, testnet and mainnet results are reported separately, each with its method, window and update time. Mainnet performance is computed from venue fills — never uploaded by hand.

04

On-chain only

No centralised exchanges and no exchange API keys. Every strategy is bound to a single on-chain venue — Hyperliquid first.

02How it works

How the money moves

Once a vault opens, your wallet signs every deposit and redemption, and our key can only trade. Deposits are not open yet.

  1. 01

    Deposit

    Sign with your own wallet and pay USDC straight to the strategy's vault contract. Payment and shares settle in the same transaction.

  2. 02

    Trade

    The vault is bound to one Hyperliquid trading account. Its trading key can only place restricted trades for that vault: no withdrawals, no transfers to any other address.

  3. 03

    Guard

    Every new position passes the risk engine first. When data is stale, the books do not reconcile or money is in flight across the bridge, only cancels and reductions are allowed.

  4. 04

    Redeem

    Only you can sign a redemption, and the USDC is paid back only to the address that asked. Nobody can change where it goes.

03Lifecycle

No stage is skipped

A strategy moves up only when the evidence at its current stage passes an independent review — never on a short run of good returns.

  1. 01

    Research

    Backtests and stress tests. Never shown as investable.

  2. 02

    Paper

    Now

    Live market data, virtual funds, an independent ledger.

  3. 03

    Testnet

    The full vault cycle on testnet: deposit, trade, redeem, reconcile.

  4. 04

    Limited mainnet

    Our own capital first, then a small whitelist under strict caps.

  5. 05

    Live

    Open to eligible users; results computed from on-chain fills.

Our first official strategy is in paper trading. Vaults open to deposits only after the testnet close-out.

04Specification

Every strategy ships with its specification

Venue, instrument, universe, risk tier and hard limits are fixed in a versioned spec before a strategy reaches the shelf. This is our first official candidate's.

hl_trend_rider_majors · strategy-sku.v1paper
1{
2  "schema": "algonius-strategy-sku/v1",
3  "id": "hl_trend_rider_majors",
4  "style": "trend",
5  "risk_tier": "conservative",
6  "venue": "hyperliquid",
7  "instrument": "perp",
8  "mode": "paper",
9  "universe": ["BTC", "ETH", "SOL"],
10  "cadence": "30m",
11  "constraints": {
12    "max_open_positions": 1,
13    "max_entry_percent": 6
14  }
15}
Risk gate
VenueHyperliquid perpetuals
UniverseBTC, ETH, SOL
Open positionsAt most 1
Entry sizeCapped at 6%
LeverageAt most 2x in paper
Withdrawal permissionNone
Paper stage — deposits open after the testnet close-out

05Writing

From the blog

Specifications, evidence and design notes, written as we build.

All posts

06Open source

Tools we have released

MCP servers any agent can use. They are separate from the private production engine that runs official strategies.

View on GitHub
Beta

Algonius Browser

Market perception for agents

An MCP server that gives any AI system real browser control. A Chrome extension paired with a Go MCP host lets agents read dashboards, screeners and social feeds that have no API.

algonius-browser · Apache-2.0
Alpha

Algonius Wallet

Execution without key exposure

A multi-chain trading wallet whose operations are MCP tools. Keys stay in an isolated native host: the model can call the defined tools, but never sees a private key or mnemonic.

algonius-wallet · No licence declared

07Questions

What people ask first

Straight answers about custody, timing and what the numbers mean.

Does Algonius hold my funds?

No. Deposits and redemptions are signed by your own wallet, and the money goes straight to the strategy's vault contract, not to an Algonius account. Our trading key can only place restricted trades for that vault; it cannot withdraw or send funds anywhere else. Trades can still lose money.

Can I deposit now?

Not yet. The first official strategy is in paper trading. Deposits open only after a full vault cycle passes independently on testnet, and mainnet needs an independent audit and security and compliance reviews on top of that.

What do the paper numbers mean?

Paper trading runs the rules on live market data with virtual money, so nothing actually fills. Today's paper sample is a replay of frozen public candles that only validates the infrastructure, and we make no profitability claim from it. That is why the Hub does not show its returns.

What does the first strategy trade?

BTC, ETH and SOL perpetuals on Hyperliquid, and nothing else. It holds at most one position, sizes each entry at no more than 6% of account equity, and uses at most 2× leverage in the paper engine.

What will it cost?

Fees, any lock-up and capacity will be published on each strategy's page and in its contract before deposits open. Nothing is charged today, because nothing can be deposited.

Can I list my own strategy?

No. Algonius researches, issues and manages every official strategy itself. The shelf does not accept strategies from users or third parties.

See the first official strategy

Its specification, risk limits and current stage are public on the Hub. Vault deposits open after the testnet close-out.

View strategiesOpen-source tools