A suite that grew with the trader
This one didn't arrive as a finished spec. It grew. A discretionary session trader had a feel for when liquidity was breaking in their favour; we turned that into one tool, then kept building as the method revealed itself on live charts, call after call.
The problem
This trader read the market through liquidity. They knew, by feel, when a run of levels breaking in one direction meant the session had picked a side, and when a sharp rejection meant it hadn’t. The read was real and it was good. But it lived almost entirely in their head, and it had to be reconstructed by hand, fast, every session: drawing levels, watching which ones broke, holding the count, judging the rejection, all while the move was already happening.
The hardest part to externalise was the bias. “I just know when it’s going to run” is a true statement and a useless specification. The whole challenge was turning that instinct into something a chart could show without flattening the nuance that made it work.
The build
We didn’t try to spec the whole thing up front, because the trader couldn’t have. A lot of the method only became explicit once we had something on the screen to react to. So it started as one indicator: auto-drawn liquidity levels and the structure around them, so the manual drawing disappeared and the trader could actually watch.
From there it grew, call after call. We added a bias read built on successive level breaks: a run of breaks in one direction counting toward a confirmed lean, the way the trader already thought about it, and flagged the rejection candles that warned when a move was being rejected rather than continued. Each version went onto live charts, the trader pushed back on what felt wrong, and the next version tightened it. Some ideas earned their place; others got cut for adding noise.
The outcome
What started as “can you draw these levels for me” became a small suite the trader runs every session: the structure draws itself, the bias builds in front of them instead of in their head, and the rejections are called out rather than missed. It’s still evolving, that’s the nature of encoding a living method, but the day-to-day work shifted from frantic drawing to actually reading one coherent picture. The instinct didn’t get replaced. It got a chart that finally keeps up with it.