tributary @ mtnDAO
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DeFi Risk Shield

Automated risk management for DeFi positions β€” auto-repay loans when LTV spikes, exit LPs when impermanent loss exceeds thresholds. Non-experts get professional-grade protection.

Tributary Models PayAsYouGo
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Your DeFi Positions Defend Themselves

Lighthouse continuously evaluates position health against configurable thresholds. When danger appears, the protocol executes corrective actions β€” repay, exit, rebalance β€” without the user signing anything.

Pitch of the Core Idea

DeFi positions require constant monitoring. A lending position can get liquidated while you sleep. An LP position can bleed impermanent loss during a volatility spike. Most users don’t have the tools, time, or expertise to manage this actively. The onchain risk curator market reached $7B AUM in early 2026, with Steakhouse ($1.53B), Sentora ($1.34B), and Gauntlet ($1.29B) controlling 70%. Yet these serve institutions, not retail.

Tributary v1 enables automated risk management: Lighthouse continuously evaluates position health, and when danger appears, the protocol executes corrective actions. Users approve protective strategies at setup; the protocol executes within those bounds. Non-experts get institutional-grade protection.

Core Mechanics

  1. Risk management service configures ComposablePolicy instances encoding protective actions
  2. Pre-validation (Lighthouse) β€” Evaluates position health against thresholds:
    • LTV ratio below safety margin?
    • Impermanent loss exceeds max tolerance?
    • Collateral value dropped below minimum?
    • Oracle price moved beyond volatility band?
  3. Pull (Token Delegation) β€” Claims tokens for corrective action (USDC for repayment, LP token for exit)
  4. Forward (CPI) β€” Executes corrective action: repay loan, withdraw LP, swap to stablecoin
WHEN (condition: LTV > 75% danger threshold)
  β†’ VALIDATE (Lighthouse: assert MarginFi LTV for user position > 0.75)
  β†’ PULL (repayment amount USDC)
  β†’ FORWARD (repay loan on MarginFi β†’ reduce LTV to safe level)

Psychological Hook and Addictiveness

β€œI sleep while my positions defend themselves.” The anxiety reduction is enormous. No more 3am wake-up calls from liquidation alerts. No more checking positions every hour during volatility. The shield runs continuously, silently, effectively.

Risk dashboard: Real-time view of all protected positions, threshold status, corrective actions taken. Protection history: Log of every prevented liquidation, every IL mitigation β€” tangible proof of value. Confidence to deploy more capital: With protection in place, users allocate more to DeFi, earning higher yields.

Brief Market Research

Metric Data
Onchain Risk Curator AUM $7B (2026)
Steakhouse AUM $1.53B
Sentora AUM $1.34B
Gauntlet AUM $1.29B
DeFi TVL $50B+
Lending Protocol TVL $20B+

Key Competitors:

  • Gauntlet: Risk simulation for protocols, $1.29B AUM, institutional focus
  • Steakhouse: RWA risk curation, $1.53B AUM, Coinbase backend
  • Sentora: AI-driven risk models, $1.34B AUM, Kraken backend
  • DeFi Saver: Single-protocol automation for Aave/Compound, but no Lighthouse validation
  • Antidote: Margin call protection on Uniswap v4, but EVM-only

None provide non-custodial, Lighthouse-validated risk management across Solana DeFi.

Business Model

  • Protection fee: 0.5-2% of protected capital annually
  • Execution fee: 0.1-0.5% on each corrective action
  • Premium thresholds: Advanced risk parameters for sophisticated users ($20-100/mo)
  • Institutional tier: $500-2,000/mo for portfolio-wide risk management
  • Insurance pool: Users contribute to mutual insurance pool for extreme events

Summary of Technical Specifications

Architecture

  • Position monitor (reads lending/LP protocol state)
  • Lighthouse validation layer (evaluates risk thresholds)
  • Corrective action engine (repay, exit, rebalance)
  • Token delegation system (pull for corrective actions)
  • Forward CPI routing (execute corrective actions)
  • Risk dashboard (position health, threshold status, history)

How This Hooks Into Tributary

  • PayAsYouGo: Pulls tokens for corrective actions within delegated cap
  • Lighthouse: Validates risk thresholds against position state
  • Forward: CPI to lending/LP/DEX protocols for corrective actions
  • ComposablePolicy: Defines risk thresholds, corrective actions, delegation caps
  • Solana + Anchor
  • Tributary SDK (PayAsYouGo + Lighthouse + Forward)
  • MarginFi, Kamino, Meteora SDK for position reading
  • Pyth/Switchboard for price feeds
  • Keeper service for threshold monitoring
  • React dashboard for risk visualization

MVP Scope

  • Single-protocol risk management (MarginFi lending)
  • Auto-repay on LTV threshold breach
  • Basic risk dashboard
  • Simple keeper service
  • Buildable in 2-3 days with Tributary v1 SDK + MarginFi

Non-Technological Requirements

  • Keeper service reliability: Off-chain keeper triggers execution. Must be fast, reliable, decentralized
  • Protocol integration: Need deep integration with lending/LP protocols for position state reading
  • Threshold calibration: Over-protection triggers too early; under-protection misses danger. Key UX challenge
  • User education: Users must understand protection is not guarantee β€” extreme events may still cause losses
  • Insurance considerations: May need mutual insurance pool for black swan events

Potential Risks

  • Validation lag: Keeper service triggers execution off-chain. If slow, position may liquidate between threshold-cross and execution
  • Cascade risk: During market-wide crashes, many positions cross thresholds simultaneously. Gas spikes may delay protective actions
  • Over-protection: Aggressive thresholds trigger protective actions too early β€” exiting positions that would have recovered
  • Protocol-specific account layouts: Each lending/LP protocol has different account structures. Lighthouse assertions must be protocol-specific
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