{
  "description": "Trigger-quality evals for Hive agent skills. Train prompts guide description improvements; validation prompts are held out for sanity checks.",
  "skills": [
    {
      "skill_name": "hive-query",
      "train": [
        {
          "query": "Can you check what's happening with this wallet and whether it has any recent DeFi activity?",
          "should_trigger": true
        },
        {
          "query": "What's the latest BTC price and liquidity context?",
          "should_trigger": true
        },
        {
          "query": "Write a TypeScript type for a wallet object.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "I need a live read on a token, its holders, liquidity, and safety flags.",
          "should_trigger": true
        },
        {
          "query": "Explain what a blockchain wallet is at a high level.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-tool-discovery",
      "train": [
        {
          "query": "I know Hive has a tool for token holders but I don't know the endpoint name.",
          "should_trigger": true
        },
        {
          "query": "Which Hive provider can inspect Solana DAS assets?",
          "should_trigger": true
        },
        {
          "query": "List the files in this repository.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Before calling Hive, find the schema for an Ethereum approval risk check.",
          "should_trigger": true
        },
        {
          "query": "Summarize the README without using external tools.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-mcp",
      "train": [
        {
          "query": "Add Hive MCP to Cursor with the hosted endpoint.",
          "should_trigger": true
        },
        {
          "query": "Should I use hosted MCP or local stdio for Claude Desktop?",
          "should_trigger": true
        },
        {
          "query": "What is MCP in general?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Configure Hive MCP in VS Code and include the auth header.",
          "should_trigger": true
        },
        {
          "query": "Write a generic JSON-RPC example unrelated to Hive.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-build",
      "train": [
        {
          "query": "Use Hive from my TypeScript backend and preserve provider metadata in the response.",
          "should_trigger": true
        },
        {
          "query": "I am integrating Hive MCP into a custom app, should I use the SDK or REST?",
          "should_trigger": true
        },
        {
          "query": "Connect Claude Desktop to Hive MCP.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "In Brownian Code, add a server-side Hive helper that calls get_price and keeps the API key private.",
          "should_trigger": true
        },
        {
          "query": "What is the latest Bitcoin price right now?",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-build-onboarding",
      "train": [
        {
          "query": "I do not have a Hive API key yet, walk me through getting one.",
          "should_trigger": true
        },
        {
          "query": "Hive says my key is missing in Claude Code.",
          "should_trigger": true
        },
        {
          "query": "Write a Python wrapper for get_price.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Help me sign in and create my first Hive key for an agent integration.",
          "should_trigger": true
        },
        {
          "query": "Explain how OAuth works generally.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-cli",
      "train": [
        {
          "query": "Use the hive CLI to search for a wallet analytics endpoint.",
          "should_trigger": true
        },
        {
          "query": "Run a Hive command that fetches bitcoin price as JSON.",
          "should_trigger": true
        },
        {
          "query": "List npm scripts in this repository.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Show me the hive command to inspect the schema for get_price.",
          "should_trigger": true
        },
        {
          "query": "What are common CLI design principles?",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-token-diligence",
      "train": [
        {
          "query": "Is this token contract real, liquid, and safe enough to research further?",
          "should_trigger": true
        },
        {
          "query": "Compare token holders and DEX liquidity for this contract.",
          "should_trigger": true
        },
        {
          "query": "Implement an ERC-20 contract from scratch.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Run diligence on this Base token address before I trade it.",
          "should_trigger": true
        },
        {
          "query": "Explain the ERC-20 standard historically.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-market-research",
      "train": [
        {
          "query": "What's the current price, 24h volume, and order book depth for ETH on Binance?",
          "should_trigger": true
        },
        {
          "query": "Show me BTC funding rates and open interest across exchanges right now.",
          "should_trigger": true
        },
        {
          "query": "Is this token contract a honeypot before I approve it?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Pull the latest OHLC candles and liquidity context for SOL.",
          "should_trigger": true
        },
        {
          "query": "Explain how an order book works in general.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-wallet-investigation",
      "train": [
        {
          "query": "Investigate what this Ethereum wallet holds and its recent PnL.",
          "should_trigger": true
        },
        {
          "query": "Show transfers, swaps, and DeFi positions for this address on Base.",
          "should_trigger": true
        },
        {
          "query": "What is the total TVL of Aave across all chains?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Break down this whale wallet's token holdings and notable activity.",
          "should_trigger": true
        },
        {
          "query": "Explain what a hardware wallet is.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-security-risk",
      "train": [
        {
          "query": "Is it safe to sign this approval for an unknown spender contract?",
          "should_trigger": true
        },
        {
          "query": "Check this token and dApp URL for honeypot, phishing, and approval risk.",
          "should_trigger": true
        },
        {
          "query": "What's the current market price of this token?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Simulate this transaction payload and flag any malicious behavior.",
          "should_trigger": true
        },
        {
          "query": "Explain what a rugpull is conceptually.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-dex-pool-analysis",
      "train": [
        {
          "query": "Analyze the liquidity and recent trades in this Uniswap v3 pool.",
          "should_trigger": true
        },
        {
          "query": "Show OHLCV and swap flow for this pair address on Base.",
          "should_trigger": true
        },
        {
          "query": "What's the spot price of BTC on Coinbase right now?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "List the trending pools for this token and their liquidity.",
          "should_trigger": true
        },
        {
          "query": "Explain how an AMM constant-product curve works.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-defi-research",
      "train": [
        {
          "query": "Compare TVL, fees, and revenue for the top lending protocols.",
          "should_trigger": true
        },
        {
          "query": "What are the current yields and stablecoin flows on this chain?",
          "should_trigger": true
        },
        {
          "query": "Analyze the individual trades inside this specific Uniswap pool.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Show protocol TVL and bridge volume for Arbitrum.",
          "should_trigger": true
        },
        {
          "query": "Explain what TVL means as a metric.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-nft-research",
      "train": [
        {
          "query": "What's the floor price and recent sales for this NFT collection?",
          "should_trigger": true
        },
        {
          "query": "Check ownership distribution, rarity, and spam flags for this collection.",
          "should_trigger": true
        },
        {
          "query": "What's the current price of ETH?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Show metadata and owner distribution for this NFT contract.",
          "should_trigger": true
        },
        {
          "query": "Explain what an NFT is at a high level.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-solana-analysis",
      "train": [
        {
          "query": "Show SPL token accounts and DAS assets for this Solana wallet.",
          "should_trigger": true
        },
        {
          "query": "Parse this Solana transaction and show its priority fees.",
          "should_trigger": true
        },
        {
          "query": "Investigate this Ethereum wallet's ERC-20 balances.",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Look up the mint and pump.fun launch data for this Solana token.",
          "should_trigger": true
        },
        {
          "query": "Explain how Solana proof-of-history works.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-network-infrastructure",
      "train": [
        {
          "query": "What's the current gas price and latest block on Ethereum?",
          "should_trigger": true
        },
        {
          "query": "Get the receipt, logs, and status for this transaction hash.",
          "should_trigger": true
        },
        {
          "query": "What's the market price of ETH right now?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Which networks does Hive support and what's the current chain state?",
          "should_trigger": true
        },
        {
          "query": "Explain what an EVM is conceptually.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-prediction-markets",
      "train": [
        {
          "query": "What are the current Polymarket odds for the next Fed rate decision?",
          "should_trigger": true
        },
        {
          "query": "Show top traders and holders for this Kalshi election market.",
          "should_trigger": true
        },
        {
          "query": "What's the spot price of BTC on Binance?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Summarize the leading outcomes and liquidity for this prediction market event.",
          "should_trigger": true
        },
        {
          "query": "Explain how prediction markets work in theory.",
          "should_trigger": false
        }
      ]
    },
    {
      "skill_name": "hive-stateful-monitoring",
      "train": [
        {
          "query": "Remember this wallet and alert me when it makes a large transfer.",
          "should_trigger": true
        },
        {
          "query": "Set up a daily scheduled report monitoring this token's liquidity.",
          "should_trigger": true
        },
        {
          "query": "What's the current price of this token right now?",
          "should_trigger": false
        }
      ],
      "validation": [
        {
          "query": "Create a durable monitor that watches this protocol's TVL across sessions.",
          "should_trigger": true
        },
        {
          "query": "Give me a one-off read of this wallet's balance.",
          "should_trigger": false
        }
      ]
    }
  ]
}