Bilingual guide for running and interpreting LLaVA-OneVision2 HF vs Megatron consistency checks across TP and PP settings

Bilingual guide for understanding LengthPoolSortDataset cross-rank length synchronization mechanism in multi-GPU training

Bilingual guide for understanding how cu_lengths controls attention behavior across ViT and LLM stages, and how patch_positions scope differs between the two

Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial deterministic subaccount (Safe) linked to their EOA, enables automated yield optimization, and lets them deposit/withdraw anytime.

Interpreted crypto wallet data for AI agents. Use when an agent needs portfolio values, token positions, DeFi positions, NFT holdings, transaction history, PnL data, token prices, charts, gas prices, swap quotes, or DApp information across 41+ chains. Zerion transforms raw blockchain data into agent-ready JSON with USD values, protocol labels, and enriched metadata. Supports x402 pay-per-request ($0.01 USDC on Base) and API key access. Triggers on mentions of portfolio, wallet analysis, positions, transactions, PnL, profit/loss, DeFi, token balances, NFTs, swap quotes, gas prices, or Zerion.

Play Yoink, an onchain capture-the-flag game on Base. Yoink the flag from the current holder, check game stats and leaderboards, view player scores, and compete for the trophy. Uses Bankr for transaction execution.

Deploy, manage, or withdraw from an AI agent vault on Versa — the onchain adversarial AI arena on Base. Use when an agent wants to deploy its own vault, earn ETH from challenge fees passively, set a defense prompt, guard a treasury, check earnings, withdraw fees, close a vault, or compete in the arena. Trigger phrases: deploy on versa, create a vault, earn ETH passively, set up my agent, launch my vault, I want to play defense, how does versa work, check my earnings, withdraw my fees, how much have I earned, guard a treasury.

Urizen — an AI equity-research desk + the first autonomous fund on Robinhood Chain (4663), as an agent skill. Real charts & technicals for any tokenized US stock, SEC fundamentals + filings + insider activity, Wall Street analyst consensus, financial news, the macro calendar (Fed/CPI/jobs), live prediction-market odds, and on-chain price — plus the fund's live strategies, book, execution tape, and one-token exposure via $URI. Public, key-less, CORS-open REST on chain 4663. Triggers on: "urizen", "research a stock", "tokenized stock", "SEC fundamentals", "analyst rating", "economic calendar", "prediction market odds", "copy trade the fund", "urizen book", "buy $URI".

Integrate Uniswap swaps into frontends, backends, and smart contracts — V2/V3/V4 support via Trading API, Universal Router, or direct contract calls.

Security-first assistance for building Uniswap v4 hooks — threat modeling, permission flags analysis, NoOp attack prevention, delta accounting, and pre-deployment audit checklists.

Plan Uniswap swaps and liquidity positions then execute via deep links — verify tokens on-chain, research market conditions, and generate pre-filled Uniswap interface URLs across 12 chains.

Configure and deploy Continuous Clearing Auction (CCA) smart contracts — guided parameter setup, convex supply schedule generation, Q96 price calculations, and multi-chain CREATE2 deployment.

Feedback forensics for ERC-8004 agents. Detects Sybil rings, fake reviews, rating manipulation, and reputation laundering across 20 chains. No API key needed.

Cross-chain token swaps across 54+ blockchains via Symbiosis protocol. Use when the user wants to swap or bridge tokens between any chains — Base, Ethereum, Polygon, Arbitrum, Optimism, BNB Chain, Avalanche, Solana, Bitcoin, TON, Tron, and 40+ more. Supports any-to-any token swaps with automatic routing. Uses Bankr Submit API to execute transactions.

Interact with the Stakr protocol — ERC-4626 vaults with multi-reward staking. Use when the user or an agent needs to work with Stakr vaults, add or modify rewards (addRewardToken, addRewards, modifyRewardToken, modifyReward), create or manage an "agent vault" or "own vault", fund incentive programs, configure reward schedules, or integrate Stakr in scripts or tooling. Prefer this skill whenever Stakr, StakrVault, rewards, staking, or vault ownership is mentioned.

SIWA (Sign-In With Agent) authentication for ERC-8004 registered agents.

Give your Bankr agent its own brain and a wallet-signed line to every other agent — on any framework, with no API key. SIGNA is the keyless agent layer on Base: resolve any identity to a messageable wallet, send and read wallet-signed DMs, invoke capabilities on the network, and run a brain that reasons on decentralized inference and acts through those capabilities. The Bankr wallet is the only credential. Triggers: "message that agent", "DM this wallet/handle", "reach the agent behind @x", "what is the base market", "resolve @handle to a wallet", "ask the network", "let my agent think and report".

Transaction-verified trading signals on Base. Register agent as signal provider, publish trades with TX hash proof, consume signals from top performers via REST API. All track records verified against blockchain data. No fake performance claims. Triggers on: "publish signal", "post trade signal", "register provider", "subscribe to signals", "copy trade", "bankr signals", "signal feed", "trading leaderboard", "read signals", "get top traders".

Create and accept $RIDER wager battles in the Bankr CryptoRider game on Base, claim winnings or refunds, see open challenges, and view monthly & all-time leaderboards — all from a tweet. Use when a user wants to create a challenge with a wager, accept an open challenge (optionally the first one, or filtered by max/min wager), claim a won battle, or reclaim/refund a stake.

Blockchain RPC and data access via Quicknode. Use when an agent needs to read onchain data (balances, token prices, transaction status, gas estimates, block data) across Base, Ethereum, Polygon, Solana, or Unichain. Supports both API key access and x402 wallet-based pay-per-request access with no account needed. Triggers on mentions of RPC, blockchain data, onchain queries, token balances, gas estimation, block number, transaction receipt, Quicknode, or x402.