impp/defi-risk-assessment

DeFi Risk Calibration Pack v2.1

Expert-calibrated risk assessment memory for DeFi protocol evaluation. This artifact encodes learned risk heuristics from 20 real DeFi protocols across lending, bridges, yield aggregators, and stablecoins.

What's Included

• Risk scoring framework — Calibrated scoring rules for protocol attributes including TVL, audit history, governance model, team concentration, and insurance coverage.
• Protocol templates — Pre-scored baselines for major protocol categories (lending, DEX, bridge, yield, stablecoin).
• Trap detection — Learned patterns for identifying deceptively safe-looking protocols with hidden risk factors.

Cross-Model Transfer

This artifact has been validated across GPT-4o and Claude Sonnet with +8-14% transfer effectiveness improvement over baseline.

Usage

artifact = impp.load("impp/defi-risk-assessment") result = artifact.assess(protocol_data) print(result.risk_score) # 0-100 print(result.flags) # List of risk factors ```

Verification

All versions pass the full IMPP adversarial probe battery: - Steganography detection detection - Overfit probe (train/test distribution shift) - Negative transfer risk assessment - Cross-model compatibility check - Freshness and staleness analysis