Thank you for the teacher's evaluation. Since the release of Skill yesterday, we have received a lot of feedback, including minor compatibility issues, which have now been patched to v1.0.4. Here are a few additional usage precautions: 1. Look at data, don't just rely on summarizing and judging Each report will provide a 'risk score' and 'on chain status label', such as 10/10, recent distribution, etc. But these judgments are all based on static data and fixed thresholds on the chain, and do not equal price trend predictions. We currently cannot and are not suitable for the report to directly determine how the price will go. The risk score is mainly obtained by combining the following indicators: -72 hour large transfer -The insider information has been distributed in full quantity -Dominance level of knocking -Pure insider position situation The on chain state label is also the result of triggering the function threshold, not a market prediction. So I recommend everyone to focus on the original values in the report: Banker/insider chips, recent 72 hour fluctuations, high-value address tracking, combined with personal experience judgment. Nowadays, market makers are increasingly adept at playing fake actions, and it is easy to misjudge based solely on one label. 2. CEX charging is considered as selling Because we cannot know whether the token has actually been sold after entering the exchange, the report will uniformly handle it as "sold/monetized". For example, this BTW report: https://gist. (github.com)/HertzCOMM/54d4ee9558a8955dd439bc9336a459c1 The meaning of 'confirmed realization of $20.4M' is: Number of tokens deposited into CEX by wallets marked as insider information multiplied by the price at the time of deposit This is a conservative estimate that is likely to be higher than the actual selling amount and can only be used as a reference. 3. What is the most suitable way to use this skill? Its core functions are twofold: Firstly, quickly verify your trading judgment on a Binance Alpha CA. Secondly, help you organize in-depth on chain research content for this coin. We are very confident in these two points: this is currently one of the best open source tools you can find. Using the same analysis framework, even if you have your AI run it again, using our Skill can save about 95% of token costs and time. But if you want to use it as a trading lead indicator, it's best to build your own trading strategy based on report data and implement it in the alarm monitoring system. Next, we will continue to expand the boundaries of @ Hertzflow_xyz Skill, adding more trading strategy frameworks such as arbitrage and tracking of liquidity in the US stock market, to help everyone form their own trading system faster and at lower costs. Follow TG channel: https://t.me/hertzinsights If you don't want to build your own system, you can also refer to HertzFlow's free trading signal channel: https://t.me/addlist/xyBWTZaPx_dlZmNl