{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "70878bcb",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "132a53a8",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "outputs": [],
   "source": [
    "//@version=5\n",
    "indicator(\"GOLD  riskmanager by Sunstoic\", overlay=true, max_labels_count=500, max_boxes_count=500)\n",
    "\n",
    "// ─────── Inputs ────────────────────────────────\n",
    "groupLevels = \"Levels\"\n",
    "entryPrice = input.price(0, title = \"Entry Price:\", confirm = true, group = groupLevels)\n",
    "stopPrice  = input.price(0, title = \"Stop Price:\", confirm = true, group = groupLevels)\n",
    "tpPrice1   = input.price(0, title = \"Take-Profit Price:\", confirm = true, group = groupLevels)\n",
    "\n",
    "// ─────── Account & Risk Settings ────────────────────────────────\n",
    "groupAccount = \"Account Settings\"\n",
    "capital = input.float(2000, \"Account Capital\", step = 1, group = groupAccount)\n",
    "riskPercent = input.float(3, \"Risk %\", step = 0.1, group = groupAccount)\n",
    "pipValue = input.float(0.01, \"Tick Value (e.g. 0.01 for Gold)\", step = 0.0001, group = groupAccount)\n",
    "\n",
    "// ─────── Calculations ────────────────────────────────\n",
    "slTicks = math.abs(entryPrice - stopPrice)\n",
    "tp1Ticks = math.abs(tpPrice1 - entryPrice)\n",
    "\n",
    "riskAmount = capital * (riskPercent / 100)\n",
    "positionSize = riskAmount / (slTicks / pipValue)\n",
    "positionSizeRounded = math.round(positionSize * 100) / 100  // 2 decimals\n",
    "\n",
    "gain1 = (tp1Ticks / slTicks) * riskPercent\n",
    "\n",
    "// format helper → show #.## consistently\n",
    "fmt(x) => str.format(\"{0,number,#.##}\", x)\n",
    "\n",
    "// ─────── Draw Risk & Reward Boxes ────────────────────────────────\n",
    "var box riskBox = na\n",
    "var box rewardBox1 = na\n",
    "\n",
    "if barstate.islast\n",
    "    if not na(riskBox)\n",
    "        box.delete(riskBox)\n",
    "    if not na(rewardBox1)\n",
    "        box.delete(rewardBox1)\n",
    "\n",
    "    leftBar = bar_index + 2\n",
    "    rightBar = bar_index + 5\n",
    "\n",
    "    riskBox := box.new(left=leftBar, right=rightBar, top=math.max(entryPrice, stopPrice), bottom=math.min(entryPrice, stopPrice),bgcolor=color.new(color.red, 80), border_color=color.new(color.red, 0))\n",
    "\n",
    "    if tpPrice1 != 0\n",
    "        rewardBox1 := box.new(left=leftBar, right=rightBar, top=math.max(entryPrice, tpPrice1), bottom=math.min(entryPrice, tpPrice1),bgcolor=color.new(color.green, 80), border_color=color.new(color.green, 0))\n",
    "\n",
    "// ─────── Labels for Prices ────────────────────────────────\n",
    "var label lblEntry = na\n",
    "var label lblSL = na\n",
    "var label lblTP1 = na\n",
    "var label lblInfo = na\n",
    "\n",
    "if barstate.islast\n",
    "    if not na(lblEntry)\n",
    "        label.delete(lblEntry)\n",
    "    if not na(lblSL)\n",
    "        label.delete(lblSL)\n",
    "    if not na(lblTP1)\n",
    "        label.delete(lblTP1)\n",
    "    if not na(lblInfo)\n",
    "        label.delete(lblInfo)\n",
    "\n",
    "    textClr = color.new(color.black, 0)\n",
    "    smallFont = size.small\n",
    "\n",
    "    lblEntry := label.new(bar_index + 5, entryPrice, \"E1 \" + str.tostring(entryPrice, format.mintick),style=label.style_label_left, color=color.new(color.silver, 100), textcolor=textClr, size=smallFont)\n",
    "    lblSL := label.new(bar_index + 5, stopPrice, \"S1 \" + str.tostring(stopPrice, format.mintick),style=label.style_label_left, color=color.new(color.red, 100), textcolor=textClr, size=smallFont)\n",
    "    if tpPrice1 != 0 \n",
    "        lblTP1 := label.new(bar_index + 5, tpPrice1, \"T1 \" + str.tostring(tpPrice1, format.mintick),style=label.style_label_left, color=color.new(color.green, 100), textcolor=textClr, size=smallFont)\n",
    "\n",
    "    infoText = \n",
    "       fmt(capital) + \" Equity\" + \"\\n\" +\n",
    "       fmt(riskAmount) + \" (\" + fmt(riskPercent) + \"%)\" + \" Risk\\n\" +\n",
    "       fmt(slTicks) + \" SL ticks\" + \"\\n\" + \n",
    "       fmt(tp1Ticks) + \" TP ticks\" + \"\\n\" +\n",
    "       \"1:\" + fmt(tp1Ticks/slTicks) + \" RRR\" + \"\\n\\n\" +\n",
    "       \"        -\" + fmt(riskPercent) + \"%\" + \" Potential Loss\\n\" +\n",
    "       \"+\" + fmt(gain1) + \"%\" + \" Potential Gain\\n\" +\n",
    "       fmt(positionSizeRounded) + \" lot Bet Size\"\n",
    "\n",
    "    lblInfo := label.new(bar_index + 15, ((stopPrice + tpPrice1) / 2), infoText,style=label.style_label_left, color=color.new(#b3b6be, 100), textcolor=textClr, size=smallFont)\n",
    "\n",
    "// ─────── Plot guide lines ────────────────────────────────\n",
    "plot(entryPrice, \"Entry\", color=color.new(#919191, 0), style=plot.style_linebr )\n",
    "plot(stopPrice, \"Stop\", color=color.new(color.red, 0), style=plot.style_linebr)\n",
    "plot(tpPrice1, \"TP1\", color=color.new(color.green, 0), style=plot.style_linebr)\n"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "8f38d4d8",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4adbe7ec",
   "metadata": {},
   "source": []
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}