HeliQuant
The Desks

OI-Contrarian desk

Fade perp open-interest extremes — tradeable only where an asset has earned the edge; on NEAR it is context only.

Agent token 8. This desk is the path by which a validated trading edge — fading crowded perp open-interest — could reach the PM. It only fires when both a registry-validated edge and a live signal align. On NEAR the registry is empty, so today it supplies context only (see the caveats below).

What it reads

firm/organization.py · tool_oi_contrarian():

  • Validated-edge registry — data/validated_edges.json, produced by a cost-aware OOS backtest (scripts/59 through firm/edge_lab.py, or scripts/39 for the OI backtest). Holds p_win, payoff_b, sample_n, oos_roi_pct per asset that survived.
  • Live OI-contrarian signal — perp OI 24h-change quintiles: top quintile → SHORT, bottom quintile → LONG (fade the crowd).

The disciplined gate

Two locks: a validated edge AND a live signal — otherwise it's context, not a trade
Perp OI 24h changeCrowdFade action
Top quintile (OI spiking)crowd piling inSHORT
Bottom quintile (OI flushing)crowd capitulatingLONG
Middleno extremeno trade

Output (shape)

{
  "asset": "NEAR",
  "edge_validated": false,
  "actionable": false,
  "live_signal": null,
  "caveat": "No validated edge for this asset — context only; the firm abstains unless an edge is earned."
}

Honest caveats

The method is only worth acting on when an asset has earned it. On NEAR it has not: Bitget publishes open interest only as a live snapshot, so the OI column is empty in the history and the hypothesis cannot be validated (Finding #6). Crucially, the registry is allowed to be empty — and it is. This desk is context only for NEAR, and the firm abstains. If an asset's edge ever clears the gate, it is sized with fractional-Kelly and hard risk caps, never bet as a sure thing, and it stays earned on every re-test.

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