Datasets:
ARC-T DeFi Decision Telemetry Pack — Schema
One row = one complete risk-to-execution lifecycle. All records share the same seven top-level fields.
Schema version: 1.0.0-arc-t-sample
Top-level fields
schema_version — string
Schema identifier. Constant within a sample release. Used to detect pack version drift.
event — struct
Identifier fields, decision outcome, and the PnL delta for the lifecycle.
| Field | Type | Notes |
|---|---|---|
id |
string | Stable event identifier, e.g., ARCT-100000. |
trace_id |
string (UUID) | Cross-links telemetry steps within the lifecycle. |
timestamp |
string (ISO-8601) | Lifecycle start time. |
decision_outcome |
string | One of: alpha_captured, risk_mitigated, slippage_loss, execution_failed. |
pnl_delta_usd |
double | Realized PnL delta attributable to this lifecycle. Can be negative. |
risk_context — struct
Environmental and market context plus the triggering anomaly.
| Field | Type | Notes |
|---|---|---|
trigger |
string | Triggering risk event. One of: oracle_staleness, tvl_crash, whale_dump, governance_attack, bridge_congestion, funding_dislocation, borrow_rate_spike, liquidity_fragmentation, redemption_run, liquid_staking_dislocation. |
protocol |
string | DeFi protocol (e.g., Aave-V3, Uniswap-V3, Curve-Fi, GMX, MakerDAO, Lido, Drift, Kamino, Jupiter, Orca, Marinade, Synthetix, Meteora). |
chain |
string | L1/L2 chain: ethereum, arbitrum, solana, optimism. |
impacted_asset |
string | Ticker of the affected asset (e.g., WETH, USDC, stETH, SOL). |
anomaly_signature |
string | Human-readable signature summarizing the anomaly. |
market_state |
struct | See below. |
market_state struct:
| Field | Type | Notes |
|---|---|---|
severity |
double | 0–1 severity score. |
volatility_regime |
string | calm, normal, stress, etc. |
liquidity_band |
string | thin, normal, deep. |
oracle_age_sec |
int | Age of the oracle feed in seconds. |
venue_divergence_bps |
int | Cross-venue price divergence, in basis points. |
estimated_price_impact_bps |
int | Expected price impact of a trade, in basis points. |
order_notional_usd |
double | Order size in USD. |
liquidity_usd |
double | Available pool liquidity in USD. |
volatility_1h_bps |
int | 1-hour realized volatility, in basis points. |
bridge_delay_sec |
int | Cross-chain bridge delay, in seconds. |
open_interest_delta_pct |
double | Change in open interest, in percent. |
agent_reasoning — struct
Planner-side metadata for the autonomous agent selecting the strategy.
| Field | Type | Notes |
|---|---|---|
engine |
string | Planner engine label. In this sample: arct_planner. |
winning_strategy |
string | Selected top-level strategy. One of: Immediate_Hedge, TWAP_Exit, Cross_Venue_Sweep, Arb_Rebalance, Priority_Fee_Exit, Collateral_Rotation, Delta_Neutral_Reprice, Liquidity_Provision. |
confidence_score |
double | Planner confidence at selection time. |
mcts_branches |
int | Number of MCTS branches considered. |
correlated_telemetry — list
Ordered sequence of internal component actions during execution. One struct per step.
Step struct:
| Field | Type | Notes |
|---|---|---|
timestamp |
string (ISO-8601) | Step timestamp. |
component |
string | Which internal component emitted the step (e.g., ARES, FRACTAL, ARGUS, SENTINEL, EXECUTION_ENGINE). |
action |
string | Action code (e.g., ARES_WHALE_ALARM, FRACTAL_MARKET_IMPACT_REESTIMATE, ARGUS_ANOMALY_CONFIRMED, SENTINEL_ORDERBOOK_SCAN). |
telemetry.latency_ms |
int | Step execution latency in milliseconds. |
telemetry.slippage_bps |
int | Observed slippage in basis points. |
telemetry.gas_price_gwei |
int | Gas price observed during the step (gwei). |
telemetry.priority_fee_gwei |
int | Priority fee (gwei). |
telemetry.route_hops |
int | Number of hops in the selected route. |
telemetry.estimated_price_impact_bps |
int | Step-level price impact estimate (bps). |
telemetry.venue_divergence_bps |
int | Venue-vs-venue price divergence observed at the step (bps). |
telemetry.node_provider |
string | RPC provider observed (e.g., Alchemy, Local_Geth, Triton, Solana-RPC). |
execution_summary — struct
Roll-up metrics for the full lifecycle.
| Field | Type | Notes |
|---|---|---|
strategy |
string | Final strategy label executed. |
total_execution_ms |
int | End-to-end lifecycle duration. |
gas_cost_usd |
double | Realized gas cost in USD. |
avg_slippage_bps |
double | Average observed slippage across steps, in basis points. |
genetic_optimizer_feedback — struct
Outer-loop optimizer feedback used to tune future planner iterations.
| Field | Type | Notes |
|---|---|---|
fitness_score_update |
double | Delta applied to the strategy's fitness score. |
parameter_drift |
string | Coarse drift descriptor (none, minor, major, …). |
Distribution of this sample
- 10,000 lifecycles, stratified 2,500 per decision_outcome across all four outcomes.
- Balanced (within shuffled sampling) across 10 risk triggers (~1,000 each).
- Balanced across 4 chains (weighted toward
ethereum). - Broad protocol coverage (13 protocols).
- 8 winning strategies observed.
- Planner engine label constant (
arct_planner) after sanitization of internal method identifiers.
Sanitization notes
- Internal identifier prefix (
SIMA-V4-ARC-*) has been normalized toARCT-*. - Internal planner engine code name (
QuantumImagination_V4) has been normalized toarct_planner. - No real wallet addresses, transaction hashes, pool reserves, or on-chain identifiers are present.
Relationship to the full pack
The production pack scales to 2.5M+ lifecycles with expanded chain and protocol coverage, finer-grained market-state regimes, MEV-aware telemetry, campaign-linked multi-step attack sequences, richer step-level component traces, and gym-compatible delivery. See the pack card for commercial access.