Open source · runs on your machine

View Engine: an AI research and trading desk that shows its work.

Ask a question and an orchestrator hires a team of AI agents to research it on your own Claude Code subscription. Drop a TradingView chart and it reads the structure, draws it, and gives a buy / sell / hold call from RLCD, a calibrated decision model that reports its own track record.

View the code on GitHub Run it locally

View Engine's annotated gold chart on the 1-hour timeframe: candles with HH, HL, LH and LL swing labels, consolidation boxes for 1h and 4h, support and resistance zones, sweep, break and retest markers, news lines and a sell plan with stop and targets. — Gold (XAUUSD), 1-hour, drawn by View Engine: body-close swings, consolidation boxes, support and resistance zones, sweeps (S), breaks (B), retests (R), news and the plan.

What it does

RESEARCH

An agent team per question

A single orchestrator hires researchers, analysts, a strategist and a critic, wires them into a dependency graph and returns a decision with sources. You watch them work live.

JUST ASK

Understands what you want

Paste a chart and ask "long or short now?". It works out whether you want a position or research, a day trade or a swing, and reads the instrument from the chart header.

CHART

Structure drawn for you

HH / HL / LH / LL by candle bodies, consolidation boxes across timeframes, support and resistance zones, sweeps, fakeouts and retests, sessions and three-star news.

DAY TRADE

Top-down plan with fixed risk

H4 context, H1 setup, M15/M5 trigger. Every plan has a sell case, a buy case and a hold case with reasons, a 20-pip stop and 50/100-pip targets.

RLCD: a calibrated decision model, with honest numbers

RLCD answers typed questions with probabilities instead of text. It is trained on gold since 2019 and nine FX pairs since 2021, and every number it reports comes from the most recent 20% of history, which it never trained on. A Bernoulli gate keeps it at "hold" until those held-back trades beat breakeven.

Entry timeframe	Trades on held-back history	Win rate	Breakeven	Verdict
H1	47	19.1%	30.0%	hold
M15	8	50.0%	30.5%	hold (too few trades)
M5	811	28.4%	31.9%	hold

So today it says hold: with a 20-pip stop, structure, sessions, news timing and classic patterns predict how far price moves, not which way. The model is built to tell you that rather than guess.

Run it

git clone https://github.com/f8fvwgzc/view-engine.git
cd view-engine
make dev

Needs Docker, Rust, Node 22+, uv and a logged-in Claude Code CLI. The UI opens on localhost:5173. No API billing: agents use your own CLI subscription, and all market data comes from free public sources (HistData, Yahoo Finance, gold-api.com, ForexFactory and official central-bank calendars).

Built with

Rust (axum, sqlx) API with Postgres + pgvector memory and Redis live events
React + TypeScript UI with a live agent graph and annotated charts
Python quant sidecar (FastAPI) and the RLCD service (scikit-learn, LightGBM, calibrated with CalibratedClassifierCV)
A TradingView Pine indicator with the same body-close drawing rules