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Mean-reversion on overextensions

Argonaut Mean Reversion

Inspired by Atalanta, the swift huntress who catches what others overshoot. Patient until the asymmetry is clear.

Stage: Canary

Subscribed by users on Plus, Power, and Performance. Not available on the Pro tier.

The thesis

What this swarm tries to capture

Crypto markets repeatedly overshoot fair-value anchors on short timeframes. Three forces drive the dislocation:

  1. 01

    Liquidation cascades on leveraged perpetual-futures markets create temporary spot dislocations.

  2. 02

    Funding-rate extremes (8-hour funding above 0.1% or below −0.1%) signal pent-up pressure that eventually reverts.

  3. 03

    Whale-driven flow events (single-order executions over $5M) create temporary supply-demand imbalances.

Argonaut Mean Reversion enters counter-trend positions only when multiple overextension signals align — high asymmetry, low exposure duration. Strict stop-losses; quick exits.

The mythological anchor

Atalanta was the swift huntress, faster than most men of her age but famously patient — she would not pursue until the prey overcommitted. Mean Reversion inherits the pattern: wait for overcommitment, strike with precision.

The architecture

Agent roles, intelligence, limits

Pattern HunterAsymmetry ValidatorVETORisk Managerveto authority

Agent roles

  • Pattern Hunter

    Detects overextension across liquidation cascades, funding-rate extremes, and whale-flow events.

  • Asymmetry Validator

    Confirms multiple overextension signals align before any entry — high asymmetry, low exposure duration.

  • Risk Manager

    Veto authority

    Enforces per-trade stop-losses, position limits, slippage caps, and the daily loss bound.

Intelligence backbone

Mean Reversion queries STAXIS’s market-intelligence layer for funding-rate regime, liquidation-cascade context, and on-chain whale-flow signals — confirming an overshoot before it commits.

Assets

BTC, ETH, SOL spot trading. Counter-trend, short-duration positions in Phase 1. No leverage; long-only exposure on the spot leg.

Breaker parameters

A per-trade stop-loss on every position, plus the standard 2.5% / 3% daily breaker.

IMPORTANT: This is a technical risk control, NOT a guarantee of maximum loss.

Governance status

Current stage: Canary

PaperCanaryLiveDegradedRetired

What “canary” means

The swarm is running on real capital — small real capital, in our own funds and in early qualified-client allocations. We monitor predicted-vs-realized closely. The breaker is active. The audit log is permanent.

Promotion to LIVE stage requires

  • 90 days minimum in canary.
  • Brier score within acceptable range (per governance documentation).
  • Realized drawdown within breaker bounds.
  • No correlated-failure events.

How to subscribe

Paper mode is free. Real capital is non-custodial.

Subscribed by users on Plus, Power, and Performance. Not available on the Pro tier.

  • Paper mode

    Free

    Subscribe with no real capital. See decisions and outcomes in your dashboard.

  • Plus

    $79 / mo

    Mean Reversion’s minimum real-capital tier. Subscribe to up to three swarms simultaneously. Includes full Calibration Report access.

  • Power

    $199 / mo

    Subscribe to all available swarms. First-access to new swarms in canary stage. Founder office-hours access.

  • Performance

    Qualified clients

    0% management + 20% performance fee with high-water mark. For US qualified clients per Advisers Act Rule 205-3 ($2.7M+ net worth) or equivalent international profile.

The Performance tier’s 0% management + 20% performance fee with high-water mark is available only to US qualified clients per Advisers Act Rule 205-3 ($2.7M+ net worth) or an equivalent international profile. IMPORTANT: This is a technical risk control, NOT a guarantee of maximum loss.