I've spent the past few months building PatternForge AI, a Chrome extension for structured chart-pattern analysis and trading research.
It brings several parts of the workflow together:
Chart pattern analysis
Historical pattern analogues
Potential entry, SL & TP planning
Risk tools
Trade replay
Trade journal
BUY / SELL / HOLD analysis
One feature I'm particularly interested in is the NO SIGNAL fallback.
What I learned building PatternForge AI
I started building PatternForge AI because I wanted a more structured way to examine chart patterns and historical analogues.
Over roughly three months, I iterated through hundreds of ideas, tests and AI-assisted development sessions.
One lesson surprised me: a trading tool shouldn't manufacture a signal when the available data isn't strong enough.
That's why PatternForge AI can return NO SIGNAL when there isn't enough replay/history evidence.
I'm still improving it and would love feedback from traders and builders.