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Dune reposted

Feng
"The test results are out, there is no trace of artificial addition, it is all AI"
Previously, about 95% of the Dune Query was done by AI. This article focuses on DuneAI and how to use AI to efficiently engineer prompt words (AI intermodulation?). )
Part 1: A brief introduction to using Dune AI
@Dune built-in AI helps users quickly generate SQL queries using natural language. After creating a new query, you can see the prompt input slot at the bottom of the code block
Points of use:
1. Clearly express what you want to query in English, and provide context, including key information such as database, time range, specific contract address, token symbol, etc
- Example: "List all trades involving WETH (0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2) on Uniswap v3 in the past 24 hours"
2. Adjust your query requirements based on the initial results
- Dune AI has built-in test cases to ensure that the generated queries work correctly
- You can use the "fix" function at the top of the query code to modify and fine-tune based on existing queries
For more information, please refer to the official documentation:
Part II: Multi-Agent Prompt Word Project
In practice, relying on one AI tool alone often struggles to get the best results. The set of multi-agent collaborative Prompt Engineerimg processes introduced here can significantly improve query quality and efficiency, and can be extended to other business scenarios
Basic workflow
1. Mission Description: Start by articulating the business requirements
2. AI1 processing: Use general-purpose AI, such as ChatGPT or DeepSeek, to translate requirements into professional prompt words
3. AI2 execution: Enter the optimized prompt words into a professional AI (such as Dune AI) for execution
4. Outcome Evaluation: Check whether the preliminary results meet the needs
5. Iterative optimization: Adjust the prompt words as needed and repeat the above process
You can flexibly choose AI2 that is close to your business scenarios based on your needs, such as using Dune AI to generate queries, Copilot Claude 3 to complete programming tasks, and Grok 3 to retrieve and organize Twitter information
For example, my first prompt is:
“
I need to analyze the trading behavior of a specific token on the Solana chain to find out what is going on within the specified time frame:
1. Addresses that have bought more than N times
2. Addresses with a buy-in amount greater than X USD
3. Addresses with net inflows (total buys - total sells) greater than USD Y
4. Addresses that have not been sold more than Z times
Eventually, the details of these addresses will need to be returned, including:
- Wallet address
- Net inflow amount
- Number of buy-ins
- Number of sells
- Time of first trade
- Last trading time
- Token address
Please help me translate this requirement into a professional prompt word format that Dune AI can understand, including all necessary schema and parameter definitions; Use English; Related database documentation: (I have provided a description in here)
”
After that, I fine-tuned the second stage prompt and let Dune AI generate the query; I put the second stage prompt I used in the comment section
Hope this article was helpful to you
(Yes, this trick is also used in this article, and the images are all drawn with AI after generating the mermaid syntax)


Feng
Quickly produce "conspiracy pull addresses" in batches and export them through the Dune API
Preamble:
Take $USELESS from 2025-06-08 12:00 UTC to 2025-06-10 01:00, and the 15m volume will be increased to 40m from UTC 2025-06-08 to UTC 2025-06-10
I want to filter out all addresses that have bought more than 10,000 USD and have not sold during the time period
Sign up for a Dune account
Open the top right corner of Fork after Save
Take the name and copy your own query to make it easier to use the API
Continue below


5.65K
18

一级捡垃圾冠军
In the first half of the year, when I was building $swarms wholeheartedly, what made me the happiest was spraying shaw every day, which was very exciting, and at that time I went from a few hundred fans to 1,000 fans, and finally shaw blocked 🤣 me

CryptoCat | 猫姐 🐈
In order to unblock the account, the founder of AI16Z personally admitted that his code was copied and pieced together
SHAW HIMSELF SHOULD NOT HAVE MADE ENOUGH MONEY IN LAST YEAR'S HYPE, AND HE FREQUENTLY BOUGHT SMALL POOLS TO CUT AND COPY ORDERS LATER, AND NOW HE DIRECTLY TORE HIS FACE 🤡🤡🤡 IN ORDER TO RETURN TO THE ACCOUNT TO FACILITATE THE FOLLOW-UP HARVEST
The starting point of the AI boom in the cryptocurrency circle in the second half of last year was so absurd
When you trade to a certain depth, you will realize that even if you predict that a stock will fall for a long time, as long as the entire market is currently judged to be rising and are pushing up, then your best strategy is to follow the trend (consensus) for a while and retreat in time before the wrong trend collapses.
Last year I knew a couple of programmers who scoffed at AI, and in the long run they were right, but the deal went with the flow

786
0

Alex RT₿
Which narrative are you most bullish on? Now's the perfect time to bag some gems; altseason is coming.
AI:
▪ $LNQ ▪ $SNAI ▪ $SSE ▪ $PVS ▪ $SWARMS ▪ $BOTIFY ▪ $PAAL ▪ $ARC ▪ $PROMPT ▪ $GPU ▪ $VERTAI
MEMES:
$APU ▪ $BOBO ▪ $NPC ▪ $SHRUB ▪ $PONKE ▪ $ZEUS ▪ $SUNDOG ▪ $UFD ▪ $MASK ▪ $VOID ▪ $GASS
RWA:
$PLANET ▪ $CGV ▪ $THREE ▪ $UBXS ▪ $CREDI ▪ $CPOOL ▪ $RIO ▪ $PROPC ▪ $BOSON ▪ $TOKEN
Privacy and Depin:
$ANYONE ▪ $NAVI ▪ $DNX ▪ $CSIX ▪ $CRU
Gaming:
$BWS ▪ $KATA ▪ $GHST ▪ $GHX ▪ $NEURAL ▪ $CREO
29.87K
124

Thanos reposted

Thanos
$SOL has been consolidating lately and I think it has almost completed another boring accumulation phase.
Soon it will be pumped to new ATH, and our bags on it will Gucci.
#AI16Z - $260.0M ➨ 1B
$COLLAT - $33.6M ➨ 200M
$BUZZ - $7.6M ➨ 50M
$SSE - $7.4M ➨ 50M
$SWARMS - $24.1M ➨ 100M
$SNAI - $10.8M ➨ 100M
#ZEREBRO - $31.8M ➨ 300M
$LENS - $4.3M ➨ 30M
$ARC - $40.2M ➨ 200M
$VINE - $38.6M ➨ 150M
#SINGULARRY - $3.0M ➨ 30M
Which bag are you holding the hardest?

25.34K
121
About Swarms (SWARMS)
Swarms FAQ
What is cryptocurrency?
Cryptocurrencies, such as SWARMS, are digital assets that operate on a public ledger called blockchains. Learn more about coins and tokens offered on OKX and their different attributes, which includes live prices and real-time charts.
When was cryptocurrency invented?
Thanks to the 2008 financial crisis, interest in decentralized finance boomed. Bitcoin offered a novel solution by being a secure digital asset on a decentralized network. Since then, many other tokens such as SWARMS have been created as well.
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No, currently SWARMS is unavailable on OKX. To stay updated on when SWARMS becomes available, sign up for notifications or follow us on social media. We’ll announce new cryptocurrency additions as soon as they’re listed.
Why does the price of SWARMS fluctuate?
The price of SWARMS fluctuates due to the global supply and demand dynamics typical of cryptocurrencies. Its short-term volatility can be attributed to significant shifts in these market forces.
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