Risk reads

A risk read is the output of the analyze step in the loop. It is a plain-language interpretation of positioning, produced by a private model, that you can actually act on. It is the difference between staring at a crowding number and understanding what that number means for the market in front of you.

What a read contains

A good read answers the questions a trader would ask out loud:

• Where is the crowd? Which side positioning is skewed to, and how heavily.
• What unwinds if it breaks? A rough sense of how much would be force-closed before price reaches a level that can absorb it.
• How crowded is too crowded? The crowding level put in context for this market, rather than a bare percentage.

An illustrative read

How crowded is the BTC long book right now?

Crowding sits at 82 percent, long-skewed. Funding is positive, so the crowd is paying to hold. A flush clears roughly 9 million dollars before the first support shelf.

The numbers above are illustrative. What matters is the shape: a level, a direction, a funding observation, and an estimate of what a flush would clear. That is a read you can do something with, where a raw chart is not.

From read to action

A read is deliberately the hinge of the product, not the end of it. Once you have it, you choose how to act:

• Ask a follow-up in private chat, for example "what would you do?", and keep refining.
• Turn the condition into an alert so you are pinged if it happens.
• Encode it as the trigger for a scoped agent that acts within your limits.

What a read is not

A read is an interpretation of risk, not a recommendation or a prediction. It describes the state of positioning and what a break would mean. It does not tell you that a position is good, and it does not guarantee any outcome. The decision, and the limits on any action, remain yours. See Security and disclaimers.