Most "Pine Script generators" hand you code that looks right and breaks the moment it matters. It compiles, it plots something on your chart, and you assume it does what you asked. Then you find out the hard way that it peeks at future bars, repaints on every tick, or quietly trades a different rule than the one you described. ForexCodes takes a different approach. Our validated Pine Script generator turns your plain-English or AI-drafted strategy into Pine Script v6 and then validates it — checking for look-ahead bias, repainting, and intent mismatch before you ever run it on a chart. You get readable, valid code plus a clear report of what was checked. This is an educational and software tool for building and studying strategies. It does not predict markets, and nothing here implies profit. Trading involves the risk of loss.
You describe a strategy the way you'd explain it to a colleague — "go long when the 20 EMA crosses above the 50 EMA and RSI is under 70, exit on the opposite cross" — or paste a draft you got from a chatbot. The generator translates that into Pine Script v6, using the modern namespaces TradingView expects (ta. for indicators, math. for math, request.* for external data) rather than the deprecated study() and bare security() calls older tools still emit. Before the code is handed back, it runs through a validation pass. That pass reads the logic, compares it against what you actually asked for, and flags anything that would make the script behave differently in live conditions than it does in hindsight. You receive three things: the generated v6 script, a plain-English summary of what each block does, and a validation report listing what was checked and what (if anything) needs your attention. The point is not to replace your judgment — it's to give you code you can read, trust the structure of, and adjust yourself.
General-purpose chatbots are good at producing Pine that compiles. Compiling is a low bar. The failures that actually distort how you study a strategy are subtler, and they tend to slip through unless something is specifically looking for them. Look-ahead bias: code that references data not yet available on the bar it's acting on — for example reading a value that only finalizes at the close while pretending to act intrabar. On historical bars this looks flawless; in real time it cannot work that way. Repainting: signals that appear, move, or vanish as new ticks arrive, so the arrows you see on old bars never matched what a trader would have seen live. Intent mismatch: the generated logic technically runs, but it isn't the rule you described — an off-by-one in a crossover, an inverted condition, an exit attached to the wrong signal. Our validator inspects for these patterns and tells you in plain language where they occur, so you're not auditing line-by-line on your own. We focus on correctness because a strategy you misunderstand is worse than no strategy at all.
Here's the kind of output you'd get for a simple EMA-cross idea — note the //@version=6 header, the ta.* namespace, and that signals are gated on barstate.isconfirmed so the plotted shapes only fire on closed bars and don't shift around as a bar forms. This is illustrative of structure and style, not a recommendation, and any backtest you run on it is illustrative only: past behavior does not indicate future results.
//@version=6 indicator("EMA cross study", overlay = true)
fastLen = input.int(20, "Fast EMA") slowLen = input.int(50, "Slow EMA") rsiLen = input.int(14, "RSI length")
fastEma = ta.ema(close, fastLen) slowEma = ta.ema(close, slowLen) rsiVal = ta.rsi(close, rsiLen)
longRaw = ta.crossover(fastEma, slowEma) and rsiVal < 70 exitRaw = ta.crossunder(fastEma, slowEma)
longSignal = longRaw and barstate.isconfirmed exitSignal = exitRaw and barstate.isconfirmed
plot(fastEma, "Fast EMA", color.new(color.teal, 0)) plot(slowEma, "Slow EMA", color.new(color.orange, 0)) plotshape(longSignal, title = "Long", style = shape.triangleup, location = location.belowbar) plotshape(exitSignal, title = "Exit", style = shape.triangledown, location = location.abovebar)
The validation report for a script like this would confirm the version header is correct, the namespaces are valid, the plotted signals are gated to confirmed bars rather than evaluated on every intrabar tick, and the conditions match the stated intent. If you'd asked for an entry that the code didn't actually implement, the report would say so rather than letting it pass silently.
When you study a strategy, every conclusion you draw rests on the assumption that the code does what you think it does. If the script secretly looks ahead or repaints, your chart is showing you a version of history that was never tradable — and any read you take from it is built on sand. That's not a small risk; it's the difference between learning something real about your idea and fooling yourself. Validation closes that gap. It doesn't make a strategy good, profitable, or safe — no tool can do that, and we won't pretend otherwise. What it does is make sure the thing you're evaluating is the thing you described, runs on data it's actually allowed to use, and behaves the same on the last bar as it will on the next one. That honesty is the whole point of ForexCodes. We'd rather tell you your script has a problem than hand you confident-looking code that quietly misleads you. Markets carry the risk of loss regardless of how clean your code is — validation just makes sure you're studying reality, not an artifact.
That's the goal of the tool: every script is produced against Pine Script v6 conventions — the //@version=6 header, ta.*/math.*/request.* namespaces, and no deprecated study() or bare security() calls — and then run through a validation pass before it's returned to you. The validation report tells you exactly what was checked. You should still review and test any code yourself before relying on it; the validator catches common correctness issues, not every possible edge case in your specific setup.
No, and any tool that claims it can is misleading you. The generator and validator are educational and software tools for building, reading, and checking strategy logic. They do not predict markets, do not estimate win-rates or returns, and cannot tell you whether a strategy will make money. Backtests are illustrative only — past behavior does not indicate future results, and all trading carries the risk of loss. What we can do is help ensure the code you study actually matches your intent and isn't distorted by look-ahead bias or repainting.
A chatbot can usually give you code that compiles, but it won't reliably catch look-ahead bias, repainting, or cases where the generated logic doesn't match what you asked for. ForexCodes leads with validation: after generating the v6 script, we specifically inspect for those failure modes and return a plain-English report of what was checked. You're not left to audit unfamiliar code line by line and hope nothing was missed.
Educational & software only — not financial advice. Trading involves substantial risk of loss.