arc-t-defi-pack / SCHEMA.md
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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 to ARCT-*.
  • Internal planner engine code name (QuantumImagination_V4) has been normalized to arct_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.