AI Digest — Cross-Referenced Intelligence
The /digest endpoint combines 7 Kronos data sources — predict, risk, forecast-evolution, regime, historical analogs, quant-vs-crowd composite, and accuracy — into one insight-driven digest. An AI agent cross-references these to surface non-obvious insights: track-record reality checks, timeframe contradictions, quant-vs-crowd divergences, calibration warnings, and risk context. It returns the text digest plus structured metadata. This saves the agent 6 paid calls ($0.06+).
Endpoint
GET /api/feeds/kronos/digest/:symbolKeyParameters
| Param | Type | Required | Description |
|---|---|---|---|
symbolKey | path | Yes | Asset symbol, e.g. btc_usdt, eth_usdt |
Pricing
$0.03 per request (payment after delivery). Saves 6 paid calls ($0.06+).
Example request
curl -H "X-PAYMENT: <x402-payment-header>" \
"https://kronos.seshat.markets/api/feeds/kronos/digest/btc_usdt"Example response (truncated)
{
"symbol": "btc_usdt",
"digest": "BTC is currently forecast UP across 4 of 5 timeframes...",
"metadata": {
"analog_accuracy": 0.62,
"model_accuracy": 0.58,
"crowd_accuracy": 0.54,
"sources_used": [
"predict", "risk", "forecast-evolution",
"regime", "historical-analogs", "composite", "accuracy"
],
"divergences": [
{ "type": "quant_vs_crowd", "detail": "Model says UP, crowd leaning DOWN on 1d" }
],
"calibration_warning": false,
"risk_state": "hot"
}
}Use cases
Cost-Efficient Intelligence
One $0.03 digest call replaces 6 paid calls ($0.06+). The AI agent cross-references all 7 sources for you — cheaper than calling each endpoint separately, with contradictions surfaced automatically.
Contradiction Detection
The digest surfaces divergences like "Model says UP, crowd leaning DOWN on 1d". These contradictions are the most valuable signal — they reveal where the market is uncertain and where edge exists.
Calibration Reality Check
Check calibration_warning: true — it means the model's confidence doesn't match its recent accuracy. Dial down position size when calibration is off, even if the direction looks strong.
Risk State Awareness
The digest includes risk_state: "hot" or "cold". When the model is "hot" (on a winning streak), trust signals more. When "cold", wait for recovery before acting.
Frequently asked questions
What is an AI crypto digest API?
How does the digest API save me money?
What contradictions does the crypto digest detect?
How do I get a crypto market digest via API?
GET /api/feeds/kronos/digest/btc_usdt with an X-PAYMENT header. The response includes a text digest plus structured metadata with analog accuracy, model accuracy, divergences, and risk state. Pay $0.03 with USDC via x402.