Songyang Guo

Founder, - Pre-computed historical market context for AI trading and quants - via MCP server and REST API. Give your AI trading agent an edge.

[Songyang Guo @ssguo]

@tnmuda Yes. But more importantly is the statistical outcomes after those historical repetition. Then we can use them to help on our decisions.

[Songyang Guo @ssguo]

Every trader eventually asks "has this happened before?"

[Songyang Guo @ssguo]

@JohanDefi Completely agree and that’s why we need to know how statistically it repeats and what the outcomes were statistically.

[Songyang Guo @ssguo]

@nugrxhx Yes extactly. The whole purpose of Konseki is to find out similar situations across big range of symbols to provide meaningful statistical historical outcome distributions.

[Songyang Guo @ssguo]

Are you having the same question?

[Songyang Guo @ssguo]

@andrew_orl59588 Historical context is not correlation at all. There are way more context we need to compute.

[Songyang Guo @ssguo]

Are you having the same question?

[Songyang Guo @ssguo]

Every trader eventually asks "has this happened before?"

[Songyang Guo @ssguo]

@shubhmhm That's for sure. But how about the outcomes? When exactly they happened? And how exactly consistent and reliable they are?

[Songyang Guo @ssguo]

Before you take the trade, see what happened last time.

[Songyang Guo @ssguo]

Charts show you the setup. They don't show you what happened last time it looked like this.

[Songyang Guo @ssguo]

Everyone's flagging the same level. Is the history actually there? A flow alert fires, a Discord call goes out — but none of them show you how that setup has actually played out over time.

[Songyang Guo @ssguo]

It's moving against you. Is that normal, or a reason to get out?

[Songyang Guo @ssguo]

Drop me a line if have any questions

[Songyang Guo @ssguo]

Every trader 🧐 eventually asks "has this happened before?" Here is what you can do.

[Songyang Guo @ssguo]

Drop me a line if have any questions

[Songyang Guo @ssguo]

Every trader 🧐 eventually asks "has this happened before?" Here is the answer.

[Songyang Guo @ssguo]

Drop me a line if have any questions

[Songyang Guo @ssguo]

🧐 Are you a serious trader having the same question to ask?

[Songyang Guo @ssguo]

Every trader 🧐 eventually asks "has this happened before?" Here is the answer.

[Songyang Guo @ssguo]

🧐 Are you a serious trader having the same question to ask?

[Songyang Guo @ssguo]

When you look at the TradingView chart and wonder has this happened before? What you usually do?🧐

[Songyang Guo @ssguo]

Every trader 🧐 eventually asks "has this happened before?" Here is what you can do.

[Songyang Guo @ssguo]

@ariella_cl87026 Yes. Historical market context is an important part of decision making. It’s not a prediction but it’s essential for making wise decisions.

[Songyang Guo @ssguo]

🤖 Give your AI trading agent an edge others lack with Konseki historical market context.

[Songyang Guo @ssguo]

@whozahm3d Thanks for the suggestion. We are in process of launching global markets in addition to just SP500. We want to make sure the users actually enjoy the data!