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Documentation Index

Fetch the complete documentation index at: https://mintlify.com/alphaleaks60-maker/solvedocs2/llms.txt

Use this file to discover all available pages before exploring further.

All pipeline health and trading performance data is accessible through the REST API. This page covers the key endpoints and fields to watch, and explains what the values mean in operational context.

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Pipeline stats

The /api/stats endpoint returns a snapshot of the current pipeline state. Poll this endpoint to get a point-in-time view of every major subsystem: 
const stats = await fetch('/api/stats').then(r => r.json());
Key fields to watch:
FieldHealthyWarning
ws.connectedtruefalse — pipeline not receiving on-chain data
ws.eventsPerSec20–200+ (market dependent)Near 0 — possible disconnect
models.fallbacks0Rising — ML inference degraded, signals using rule-based scoring
wallets.scoredGrowing over timeStagnant — feature computation may have stalled
regime.stateAny valid stateRelevant context for signal interpretation

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Live feed as a health signal

The /api/live/feed SSE stream itself is a health indicator. A healthy pipeline emits a heartbeat event every 15 seconds. If the heartbeat stops while the connection remains open, the upstream pipeline has likely stalled at the WebSocket level.
heartbeat check
let lastHeartbeat = Date.now();

es.addEventListener('heartbeat', () => {
  lastHeartbeat = Date.now();
});

// Check for stalled feed
setInterval(() => {
  if (Date.now() - lastHeartbeat > 30_000) {
    console.warn('Feed appears stalled — no heartbeat in 30s');
  }
}, 5000);

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Signal quality indicators

When consuming signals, several payload fields indicate quality before any ML score is applied:
FieldRangeWhat it means
walletStats.alphaScore0–100Wallet’s historical edge score. Above 75 has significantly higher hit rates than below 50.
tokenState.bundleConfidence0–1Evidence of coordinated buying. Above 0.7 is a strong negative signal; below 0.15 looks organic.
tokenState.riskScore0–100Composite token risk. Above 70 means multiple risk factors present simultaneously.
tokenState.lifecycleStateenummomentum and early_accumulation are most actionable; distribution warns that smart money may be exiting.
buysLast60s / buysLast300scountRaw velocity. Rising velocity alongside a high alpha score is the canonical high-quality signal pattern.

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Market regime

The current market regime is included in /api/stats under regime.state. The regime is reclassified every 10 minutes from on-chain data and is included as a feature in the ML models, so the model’s probability outputs already account for current regime conditions.
StateMeaning
bull_euphoriaHigh graduation rates, strong volume, elevated token creation. Signals tend to have higher hit rates.
bull_normalStandard positive market conditions.
transitionMarket dynamics shifting — creation or graduation rate diverging from recent average. Elevated uncertainty.
bearLow graduation rates, thin volume. Signal quality tends to be lower across the board.
The regime reclassification runs every 10 minutes. During fast market moves, there can be a brief window where conditions have shifted but the regime label has not yet updated.

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Anti-signal rate

Anti-signals appear on the /api/live/feed stream as data.type === 'anti_signal'. A healthy market produces a low but non-zero rate — some level of adversarial activity is always present on Pump.fun. A sudden spike usually indicates a coordinated campaign or a broader shift toward lower-quality tokens. Anti-signals include a severity field (count of triggers that fired, minimum 2) and a human-readable reasons array:
anti_signal payload
{
  "type": "anti_signal",
  "data": {
    "tokenMint": "...",
    "severity": 3,
    "reasons": [
      "Creator risk score 92/100 (87% rug rate across 34 tokens)",
      "71% of buyers are bots",
      "Coordinated bundle detected (89% confidence, 52% of buyers)"
    ]
  }
}

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Graduation rate as a leading indicator

Graduations appear on the live feed as graduation events. Tracking the graduation rate (graduations per hour relative to token creations per hour) gives an independent view of market quality that leads the official regime classification by a few minutes. A rising graduation rate that the regime hasn’t yet reclassified is a useful early signal of improving conditions.
graduation rate tracker
let creates = 0;
let grads = 0;

es.addEventListener('signal', (e) => {
  const d = JSON.parse(e.data);
  if (d.type === 'signal' && d.data.action === 'create') creates++;
});

es.addEventListener('graduation', () => { grads++; });

// Every minute
setInterval(() => {
  const rate = creates > 0 ? (grads / creates * 100).toFixed(1) : '—';
  console.log(`Grad rate: ${rate}% (${grads}/${creates} last minute)`);
  creates = 0; grads = 0;
}, 60_000);

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live_portfolio table

The live_portfolio table is the single source of truth for performance reporting. It is updated after every trade close.
FieldDescription
balanceCurrent available SOL balance
total_pnlCumulative P&L across all closed positions
win_countTotal number of winning trades
loss_countTotal number of losing trades
streak_dataCurrent win/loss streak and peak streak values
The portfolio table reflects closed-position P&L only. Unrealised P&L on open positions is visible through the open positions list, not through this table.

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