Vibe coding web3-0 code basic production @ StandX_Official airdrop revenue calculator practical operation Without further ado, let's first showcase the results, which can be publicly accessed by anyone: https://huggingface.co/spaces/cryptomonica/standx-yield-calc Due to the recent launch of the highly anticipated Staples Dex track on the mainnet, which offers a 1.5-fold point bonus for a limited time of two weeks, the popularity of this event has attracted many KOLs and friends to participate. So I decided to use Gemini3 Pro and Antigravity Challenge: A practical tool for creating 0-code basics - Future Airdrop Revenue Calculator, to help us better manage airdrop expectations. This website fully implements the function of one click automatic calculation of airdrop revenue under different FDV situations/TGE unlocked variable conditions, which can help individuals/studios manage airdrop expectations. In the future, I will update and adjust based on more points rules disclosed by Standx official. When others are still shocked by the power of Gemini3 or just using it to create graphics, you can lead many people in creating practical tools with this tutorial. Below are my thoughts and production process: Firstly, regarding whether this profit calculation method is scientifically accurate? Here is my idea. I estimated the revenue based on the current points rules and the size of the leaderboard that can be captured. Gemini also explicitly told me that all airdrop calculators are "crystal ball divination", with a focus on expectation management. The rule followed is to only calculate deposit mining. Firstly, I use the official API to capture the top 200 points on the ranking list. Then, based on the power-law distribution commonly followed by the points of encryption projects, the top 1% is calculated as 20% of the total points pool. The growth rate for the first 30 days is calculated as 3%, and it decreases to 1% after 60 days. I tested it and the results are more in line with the experience of higher odds for early investment. If Stand X announces more point rules in the future, such as trading point backtracking and weekly fixed point pools, I will also update them in the calculator, while adding the cost calculation of trading wear and tear and transaction fees to make the estimate as close to reality as possible. Next, the entire implementation process will be broken down into three steps: I used Gemini3 Pro to explore a set of tools that can have practical reference value under limited conditions. Throughout the process, I did not use complex prompts, but gave the StandX integration rules to Gemini and made it clear that my intention was to create an auxiliary tool for better participation in integration activities. The final decision is to build a professional financial calculator based on Streamlit. ❷ Provide Gemini's code to Antigravity for coding, debugging, parameter tuning, and code optimization. In the middle, I found that the test results were biased, and at the suggestion of Antigravity, I introduced a more realistic decreasing inflation model to ensure that the predicted results were closer to reality. Upload the generated code to the Github repository, and then you can deploy the website on the open source platform. I have chosen Hugging Face which runs more stably. Then it's about adjusting the UI and adding interactive features according to my needs, constantly uploading updates and testing until all the features I need can be used normally. Key Reminder: Partners who register through the tool link will receive a full refund of any related transaction fees and commissions incurred in the future. The above data are all from official public data, and the predicted results are for reference only and do not constitute investment advice. Gemini3Pro Perpsdex Standx