BTC CONCENTRATION RISK: HIGH ▲  ///  VENUE EXPOSURE: SINGLE EXCHANGE DETECTED ▲  ///  LEVERAGE RATIO: 3.2x — LIQUIDATION PROXIMITY FLAG ▲  ///  CORRELATION REGIME: ELEVATED — 0.83  ///  SMART CONTRACT: UNAUDITED PROTOCOL EXPOSURE DETECTED ▲  ///  RISKSNAP API: OPERATIONAL ●  ///  SCHEMA: OPEN — SCORING LOGIC: PROPRIETARY  ///  SANDBOX: FREE — NO CREDIT CARD  ///  [email protected]  /// 
// RISKSNAP V1 — CRYPTO AGENT RISK INFRASTRUCTURE

THE RISK
CHECK THAT
RUNS BEFORE
YOUR AGENT
PULLS THE
TRIGGER.

Most crypto trading agents can execute. Few know when they shouldn't. RiskSnap is the structured risk signal API built for the agent economy — one call returns a machine-readable score across 7 risk pillars.

REQUEST ACCESS VIEW SCHEMA →
POST /v1/risk-snapshot
 
{
"risk_score": 0.74
"risk_level": "HIGH",
"flags": [
"VENUE_CONCENTRATION",
"ASSET_CONCENTRATION_BTC",
"HIGH_CORRELATION_REGIME"
],
"next_actions": [
"diversify_venue",
"reduce_btc_exposure",
"monitor_correlation"
],
"scored_at": "2026-03-28T..."
}
// THE PROBLEM

EVERY AGENT STACK
HAS THE SAME GAP

FAILURE MODE 01
WEEKLY CAPS AREN'T RISK MANAGEMENT

A spending limit tells your agent how much to lose. It doesn't tell it why a trade is dangerous before it executes. That's not a guardrail. That's a ceiling on damage.

FAILURE MODE 02
NARRATIVE SUMMARIES AREN'T RISK SIGNALS

LLM-generated analysis reports are for humans. Agents need structured, typed, machine-readable signals they can branch on. Text is not a risk API.

FAILURE MODE 03
NO ONE IS WATCHING THE PORTFOLIO

Every stack we reviewed scores individual assets. Nobody scores the book. Concentration, custody, correlation — the risks that collapse funds happen at the portfolio level.

// THE FRAMEWORK

THE 7 PILLARS OF
CRYPTO AGENT RISK

01
MARKET RISK
Volatility, CVaR at 95%, drawdown from peak
02
CONCENTRATION RISK
Asset, venue, and chain concentration
03
COUNTERPARTY RISK
Exchange tier, custody type, single-venue exposure
04
LEVERAGE RISK
Leverage ratio, distance to liquidation
05
SMART CONTRACT RISK
Unaudited exposure, protocol age, TVL stability
06
LIQUIDITY RISK
Position-to-volume ratio, bid-ask spread
07
CORRELATION RISK
Cross-asset correlation, contagion regime
Every risk_score is a weighted composite across all seven pillars, calibrated to the agent's declared risk_preference. The scoring logic is proprietary. The schema is open.
// COMPATIBILITY

WORKS WITH THE STACK
YOUR AGENTS ALREADY USE

01
SWARM CORP — AUTOHEDGE
Portfolio risk layer for the hedging decision loop. AutoHedge executes. RiskSnap tells it when not to.
RISK BEFORE HEDGE
02
CRYPTO.COM AGENT SKILL
Risk check before every trade execution. One POST to RiskSnap before every call to trade.ts.
RISK BEFORE EXECUTION
03
KUKAPAY CRYPTO-SKILLS
Companion skill completing the Kukapay stack. Every skill that can act needs a skill that can refuse.
RISK BEFORE ACTION
04
LANGCHAIN / CREWAI / ANY FRAMEWORK
If your agent can make an HTTP POST request, it can call RiskSnap. No SDK required.
FRAMEWORK AGNOSTIC
// THE CONTRACT

SCHEMA IS OPEN.
BUILD AGAINST IT NOW.

REQUEST
POST https://api.risksnap.dev/v1/risk-snapshot
 
{
"agent_id": "agnt_123",
"positions": [{
"asset": "BTC",
"chain": "bitcoin",
"size": 0.5,
"venue": "exchange_a"
}],
"context": {
"time_horizon": "24h",
"risk_preference": "moderate"
}
}
RESPONSE
{
"risk_score": 0.74,
"risk_level": "HIGH",
"exposures": {
"concentration": { "single_venue": 1.0 },
"market": { "cvar_95": 0.11 },
"counterparty": { "tier": "tier_1" },
"leverage": { "ratio": 0.0 },
"correlation": { "regime": "elevated" }
},
"flags": ["VENUE_CONCENTRATION"],
"next_actions": ["diversify_venue"],
"reasoning": "100% on single venue..."
}
VIEW FULL SCHEMA ON GITHUB →
// GET ACCESS

SANDBOX IS FREE.
NO CREDIT CARD.

Build against the schema now. The endpoint is live and returning mock responses across all 7 risk pillars. Enterprise and integration inquiries welcome.

REQUEST SANDBOX ACCESS
or email us directly at [email protected]