AgentSkillsCN

dune

执行并查询Dune Analytics仪表板,获取链上数据与自定义SQL分析结果。

SKILL.md
--- frontmatter
name: dune
description: Execute and query Dune Analytics dashboards for on-chain data and custom SQL analytics.
metadata:
  {
    "cryptoclaw":
      { "emoji": "🔮", "requires": { "env": ["DUNE_API_KEY"] }, "primaryEnv": "DUNE_API_KEY" },
  }

Dune Analytics API

Execute SQL queries on blockchain data, fetch dashboard results, and access curated datasets via the Dune API.

Base URL

code
https://api.dune.com/api/v1

Requires API key: set DUNE_API_KEY. Free tier available at https://dune.com/settings/api

Pass via header: X-Dune-API-Key: {key}

Core Workflow

1. Execute a Query

code
POST /query/{query_id}/execute

Body (optional filters):

json
{
  "query_parameters": {
    "wallet_address": "0x...",
    "token_address": "0x..."
  }
}

Returns execution_id for polling.

2. Check Execution Status

code
GET /execution/{execution_id}/status

States: QUERY_STATE_PENDING, QUERY_STATE_EXECUTING, QUERY_STATE_COMPLETED, QUERY_STATE_FAILED

Poll every 2-3 seconds until completed.

3. Get Results

code
GET /execution/{execution_id}/results

Returns rows as JSON with column metadata. Use ?limit=100&offset=0 for pagination.

Shortcut: Get Latest Results

code
GET /query/{query_id}/results

Returns cached results from the last execution without re-running. Fast and free of execution credits.

Useful Public Query IDs

Query IDDescription
3237721Top DEX traders by volume (7d)
3105506Whale token transfers (24h)
2030664Stablecoin flows by chain
1847958NFT marketplace volume comparison
3532352Bridge volume across chains
2474310Gas spent by protocol (Ethereum)

Note: Public query IDs may change or become unavailable. Verify before relying on them.

Writing Custom Queries

Create a Query

code
POST /query

Body:

json
{
  "name": "My Query",
  "query_sql": "SELECT * FROM ethereum.transactions WHERE \"from\" = {{wallet_address}} ORDER BY block_time DESC LIMIT 100",
  "is_private": false
}

Key Tables

TableChainDescription
ethereum.transactionsETHAll transactions
bnb.transactionsBSCBSC transactions
polygon.transactionsPolygonPolygon transactions
arbitrum.transactionsArbitrumArbitrum transactions
erc20_ethereum.evt_TransferETHERC-20 transfer events
erc20_bnb.evt_TransferBSCBEP-20 transfer events
dex.tradesMultiAggregated DEX trades
nft.tradesMultiAggregated NFT trades
prices.usdMultiToken prices (hourly)
tokens.erc20MultiToken metadata

DuneSQL Syntax Notes

  • DuneSQL is based on Trino (Presto fork)
  • Use double quotes for column names with special chars: "from", "to"
  • Byte arrays (addresses): 0x prefix works, use LOWER() for case-insensitive matching
  • Timestamps: block_time is TIMESTAMP type, use NOW() - INTERVAL '7' DAY for ranges
  • Aggregations: standard SQL — SUM(), COUNT(), AVG(), GROUP BY
  • Use LIMIT always — avoid unbounded queries

Example Custom Queries

Wallet transaction count (last 30 days):

sql
SELECT COUNT(*) as tx_count, SUM(value / 1e18) as total_eth
FROM ethereum.transactions
WHERE "from" = {{wallet_address}}
  AND block_time > NOW() - INTERVAL '30' DAY

Top tokens by transfer volume (24h):

sql
SELECT t.symbol, COUNT(*) as transfers, SUM(evt.value / POW(10, t.decimals)) as volume
FROM erc20_ethereum.evt_Transfer evt
JOIN tokens.erc20 t ON t.contract_address = evt.contract_address AND t.blockchain = 'ethereum'
WHERE evt.evt_block_time > NOW() - INTERVAL '1' DAY
GROUP BY t.symbol
ORDER BY transfers DESC
LIMIT 20

API Limits (Free Tier)

  • 10 query executions per day (re-execute)
  • 250 datapoints per result
  • Cached results (/query/{id}/results) do not count against execution limits
  • Prefer cached results when freshness is not critical

Usage Notes

  • Prefer cached results (GET /query/{id}/results) over re-executing queries to conserve credits
  • For wallet-specific analysis, pass the address as a query_parameter rather than hardcoding
  • Always use LIMIT in custom SQL to avoid timeouts and large payloads
  • Combine with debank for real-time portfolio data and defillama for protocol-level TVL
  • When building custom queries, test with small limits first
  • Present results in tables or summaries — raw Dune output can be verbose

Example Interactions

User: "Show top DEX traders this week" → Fetch cached results from query 3237721, present top 10 by volume

User: "How many transactions has my wallet done?" → Execute custom query with wallet_address parameter, report count and total value

User: "What are the biggest token transfers today?" → Fetch cached whale transfer query, present top movers

User: "Write a query to find all USDT transfers over $100k on BSC" → Create custom SQL on erc20_bnb.evt_Transfer, filter by USDT address and amount threshold