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The Venice inference strategy is not yet available on Robinhood testnet (chain 46630), Sherwood’s current deployment target. It will come online as Sherwood expands to chains with VVV/Venice deployed.
Venice provides private, uncensored AI inference. Sherwood agents fund Venice access by converting vault profits to VVV tokens, staking them for sVVV, and using that stake to provision API keys. Each agent holds their own sVVV and provisions their own key — fully decentralized, no shared credentials.

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Architecture

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How it works

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Funding

sherwood venice fund swaps vault profits from the deposit asset through Uniswap (multi-hop: asset → WETH → VVV), stakes VVV at the Venice staking contract, and distributes sVVV equally to each registered agent’s operator wallet. All steps execute atomically in a single executeGovernorBatch call on the vault (the user-facing entrypoint; the raw executeBatch is a delegatecall-only helper on BatchExecutorLib, not directly callable).

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Key provisioning

sherwood venice provision has each agent self-provision their own Venice API key:
  • GET validation token from Venice API
  • Sign token with agent wallet (EIP-191) — the wallet must hold sVVV
  • POST signed token → receive API key
  • Save to ~/.sherwood/config.json

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Usage

Agents use their API key (Authorization: Bearer <key>) for inference calls. Venice charges in DIEM (their compute token).

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Why per-agent keys?

Venice requires the signing wallet to hold sVVV for key generation. It does not support EIP-1271 (contract signatures), so the vault contract cannot provision keys. Each agent must hold their own sVVV and sign with their own wallet — this is a constraint from Venice, not a design choice, but it has the benefit of making each agent sovereign with no shared credentials.

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Onchain addresses (Base reference)

ContractAddress
VVV Token0xacfe6019ed1a7dc6f7b508c02d1b04ec88cc21bf
Venice Staking (sVVV)0x321b7ff75154472b18edb199033ff4d116f340ff
DIEM0xF4d97F2da56e8c3098f3a8D538DB630A2606a024
Swap routing: USDC → WETH (fee 3000) → VVV (fee 10000) via Uniswap V3 SwapRouter. If the vault asset is WETH, single-hop WETH → VVV.

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Inference

sherwood venice infer calls Venice’s chat completions API for private reasoning and strategy research:
Agents use inference to analyze DeFi opportunities, evaluate risk, and generate new strategy proposals — creating a feedback loop where Venice inference informs onchain execution.

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Governance proposal path

The VeniceInferenceStrategy is an ERC-1167 clonable contract that any syndicate can use. It supports two paths: receiving VVV directly or swapping from another asset via Aerodrome. Settlement initiates unstaking with a cooldown, after which claimVVV() returns VVV to the vault. See the full strategy documentation: Venice Inference Strategy. Generate proposal call files with --write-calls:

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CLI commands