diff --git a/.DS_Store b/.DS_Store
index 765216f..c1feeaf 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/bi0sctf23/web/src/Dockerfile b/bi0sctf23/web/src/Dockerfile
new file mode 100644
index 0000000..8761c4b
--- /dev/null
+++ b/bi0sctf23/web/src/Dockerfile
@@ -0,0 +1,18 @@
+FROM node:20.2.0-alpine
+
+RUN apk update && apk upgrade
+RUN apk add chromium 
+
+WORKDIR /app
+COPY . /app/
+RUN mkdir -p /app/notes
+
+RUN PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=1 npm install
+RUN chmod +x /app/index.js
+RUN rm *.json
+
+RUN adduser -D -u 1001 bot &&  chown -R bot:bot /app/notes &&  chown bot:bot /app/settings.proto
+
+USER bot
+ENV PUPPETEER_EXECUTABLE_PATH=/usr/bin/chromium-browser
+ENTRYPOINT ["node", "index.js"]
\ No newline at end of file
diff --git a/bi0sctf23/web/src/bot.js b/bi0sctf23/web/src/bot.js
new file mode 100644
index 0000000..cc5f391
--- /dev/null
+++ b/bi0sctf23/web/src/bot.js
@@ -0,0 +1,15 @@
+const puppeteer = require('puppeteer');
+
+async function healthCheck(){
+  const browser = await puppeteer.launch({
+    headless: true,
+    args:['--no-sandbox']
+  });
+
+  const page = await browser.newPage();
+  await page.setJavaScriptEnabled(false)
+  const response=await page.goto("http://localhost:3000/view/Healthcheck")
+  await browser.close();
+}
+
+module.exports = { healthCheck };
diff --git a/bi0sctf23/web/src/index.js b/bi0sctf23/web/src/index.js
new file mode 100644
index 0000000..f181c8d
--- /dev/null
+++ b/bi0sctf23/web/src/index.js
@@ -0,0 +1,200 @@
+const express = require('express');
+const fs = require('fs');
+const protobuf = require('protobufjs');
+const glob = require('glob');
+const { healthCheck } = require('./bot');
+const app = express();
+const port = 3000;
+
+function generateNoteId(length) {
+  const characters = 'abcdefghijklmnopqrstuvwxyz0123456789';
+  let result = '';
+  for (let i = 0; i < length; i++) {
+    const randomIndex = Math.floor(Math.random() * characters.length);
+    result += characters.charAt(randomIndex);
+  }
+  return result;
+}
+
+let noteList = [];
+let flag = process.env.FLAG;
+if(!flag){
+  flag='{"title":"flag","content":"bi0sctf{fake_flag}"}';
+}
+else{
+  flag=`{"title":"flag","content":"${flag}"}`;
+}
+const flagid = generateNoteId(16);
+const healthCheckId='Healthcheck';
+fs.writeFileSync(`./notes/${flagid}.json`, flag);
+fs.writeFileSync(`./notes/${healthCheckId}.json`, '{"title":"Healthcheck","content":"success"}');
+
+app.use(express.json());
+
+app.set('view engine', 'ejs');
+app.set('views', __dirname + '/views');
+
+const restrictToLocalhost = (req, res, next) => {
+  const remoteAddress = req.connection.remoteAddress;
+  if (remoteAddress === '::1' || remoteAddress === '127.0.0.1' || remoteAddress === '::ffff:127.0.0.1') {
+    next();
+  } else {
+    res.status(403).json({ Message: 'Access denied' });
+  }
+};
+
+const cleanserver = () => {
+  Object.keys(require.cache).forEach(i => {
+    delete require.cache[i];
+  });
+};
+
+app.use('/search', restrictToLocalhost);
+
+app.get('/delete', (req,res) => {
+  cleanserver();
+  return res.json({Message: 'Notes deleted successfully!'});
+});
+
+app.get('/search/:noteId', (req, res) => {
+  const noteId = req.params.noteId;
+  const notes=glob.sync(`./notes/${noteId}*`);
+  if(notes.length === 0){
+    return res.json({Message: "Not found"});
+  }
+  else{
+    try{
+      fs.accessSync(`./notes/${noteId}.json`);
+      return res.json({Message: "Note found"});
+    }
+    catch(err){
+      return res.status(500).json({ Message: 'Internal server error' });
+    }
+  }
+
+})
+
+app.get('/customise', (req, res) => {
+  return res.render('customise');
+});
+
+app.post('/customise',(req, res) => {
+  try {
+    const { data } = req.body;
+
+    let author = data.pop()['author'];
+
+    let title = data.pop()['title'];
+
+    let protoContents = fs.readFileSync('./settings.proto', 'utf-8').split('\n');
+
+    if (author) {
+      protoContents[5] = `  ${author} string author = 3 [default="user"];`;
+    }
+
+    if (title) {
+      protoContents[3] = `  ${title} string title = 1 [default="user"];`;
+    }
+
+    fs.writeFileSync('./settings.proto', protoContents.join('\n'), 'utf-8');
+
+    return res.json({ Message: 'Settings changed' });
+  } catch (error) {
+    console.error(error);
+    res.status(500).json({ Message: 'Internal server error' });
+  }
+})
+
+app.get('/create', (req, res) => {
+  return res.render('create', { noteList, Message: false });
+});
+
+app.post('/create', (req, res) => {
+  requestBody=req.body
+  try{
+    schema = fs.readFileSync('./settings.proto', 'utf-8');
+    root = protobuf.parse(schema).root;
+    Note = root.lookupType('Note');
+    errMsg = Note.verify(requestBody);
+
+    if (errMsg){
+      return res.json({ Message: `Verification failed: ${errMsg}` });
+    }
+    buffer = Note.encode(Note.create(requestBody)).finish();
+    decodedData = Note.decode(buffer).toJSON();
+
+    const noteId = generateNoteId(16);
+    fs.writeFileSync(`./notes/${noteId}.json`, JSON.stringify(decodedData));
+    noteList.push(noteId);
+
+    return res.json({Message: 'Note created successfully!',Noteid: noteId });
+  }
+  catch (error) {
+    console.error(error);
+    res.status(500).json({Message: 'Internal server error' });
+  }
+});
+
+
+app.get('/view/:noteId', (req, res) => {
+  const noteId = req.params.noteId;
+
+  try {
+    let note=require.resolve(`./notes/${noteId}`);
+    if(!note.endsWith(".json")){
+      return res.status(500).json({ Message: 'Internal Server Error' });
+    }
+
+    let noteData = require(`./notes/${noteId}`);
+    for (var key in module.constructor._pathCache) {
+      if (key.startsWith("./notes/"+noteId)){
+        if (!module.constructor._pathCache[key].endsWith(noteId+".json")){
+          if (noteId===healthCheckId){
+            cleanserver();
+          }
+          delete module.constructor._pathCache[key];
+          return res.status(500).json({ Message: 'Internal Server Error' });
+        }
+      }
+    }
+    if(req.query.temp !== undefined){
+      fs.unlink(`./notes/${noteId}.json`, (unlinkError) => {
+        if (unlinkError) {
+          console.error('File missing');
+        }
+        noteList=noteList.filter((value)=>value!=noteId);
+      });
+    }
+    return res.render('view', { noteData });
+
+  } catch (error) {
+    console.log(error)
+    return res.status(500).json({ Message: 'Internal Server Error' });
+  }
+});
+
+
+app.get('/healthcheck',async(req,res)=>{
+  try {
+    await healthCheck();
+
+    return res.json({ Message: 'healthcheck successful' });
+  } catch (error) {
+    console.error(error);
+    return res.json({ Message: 'healthcheck failed' });
+  }
+});
+
+app.get('/', (req, res) => {
+  return res.redirect('/create');
+});
+
+
+app.use((err, req, res, next) => {
+  console.error(err.stack);
+  res.status(500).json({ error: 'Internal Server Error' });
+});
+
+app.listen(port, () => {
+  console.log(`Server running on port ${port}`);
+});
diff --git a/bi0sctf23/web/src/package-lock.json b/bi0sctf23/web/src/package-lock.json
new file mode 100644
index 0000000..eab8350
--- /dev/null
+++ b/bi0sctf23/web/src/package-lock.json
@@ -0,0 +1,4499 @@
+{
+  "name": "bi0sctfchall",
+  "version": "1.0.0",
+  "lockfileVersion": 2,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "bi0sctfchall",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "body-parser": "1.20.2",
+        "debug": "^4.3.4",
+        "ejs": "3.1.9",
+        "express": "4.18.2",
+        "glob": "10.3.3",
+        "protobufjs": "7.2.3",
+        "puppeteer": "21.5.2"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.23.5",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.23.5.tgz",
+      "integrity": "sha512-CgH3s1a96LipHCmSUmYFPwY7MNx8C3avkq7i4Wl3cfa662ldtUe4VM1TPXX70pfmrlWTb6jLqTYrZyT2ZTJBgA==",
+      "dependencies": {
+        "@babel/highlight": "^7.23.4",
+        "chalk": "^2.4.2"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/ansi-styles": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
+      "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
+      "dependencies": {
+        "color-convert": "^1.9.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/@babel/code-frame/node_modules/chalk": {
+      "version": "2.4.2",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
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diff --git a/bi0sctf23/web/src/package.json b/bi0sctf23/web/src/package.json
new file mode 100644
index 0000000..50671af
--- /dev/null
+++ b/bi0sctf23/web/src/package.json
@@ -0,0 +1,19 @@
+{
+  "name": "bi0sctfchall",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "body-parser": "1.20.2",
+    "ejs": "3.1.9",
+    "express": "4.18.2",
+    "glob": "10.3.3",
+    "protobufjs": "7.2.3",
+    "puppeteer": "21.5.2"
+  }
+}
diff --git a/bi0sctf23/web/src/settings.proto b/bi0sctf23/web/src/settings.proto
new file mode 100644
index 0000000..09f1f42
--- /dev/null
+++ b/bi0sctf23/web/src/settings.proto
@@ -0,0 +1,7 @@
+syntax = "proto2";
+
+message Note {
+  optional string title = 1 [default="user"];
+  optional string content = 2;
+  optional string author = 3 [default="user"];
+}
diff --git a/bi0sctf23/web/src/views/create.ejs b/bi0sctf23/web/src/views/create.ejs
new file mode 100644
index 0000000..cde86f0
--- /dev/null
+++ b/bi0sctf23/web/src/views/create.ejs
@@ -0,0 +1,156 @@
+<!-- views/create.ejs -->
+<!DOCTYPE html>
+<html>
+<head>
+  <title>Create Note</title>
+  <style>
+    body {
+      background-color: #303030; /* Dark background color */
+      color: #ffffff; /* Text color */
+      font-family: 'Arial', sans-serif;
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      height: 100vh;
+      margin: 0;
+    }
+
+    .card {
+      background-color: #444444; /* Card background color */
+      border-radius: 8px;
+      box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
+      padding: 20px;
+      width: 400px;
+      box-sizing: border-box;
+    }
+
+    h1, h2 {
+      color: #ffffff; /* Heading text color */
+      text-align: center;
+    }
+
+    form {
+      max-width: 100%;
+      margin-top: 20px;
+    }
+
+    label {
+      color: #ffffff; /* Label text color */
+    }
+
+    input[type="text"], textarea {
+      width: 100%;
+      padding: 10px;
+      margin: 8px 0;
+      box-sizing: border-box;
+      background-color: #333333; /* Input background color */
+      color: #ffffff; /* Input text color */
+      border: 1px solid #ffffff; /* Input border color */
+    }
+
+    input[type="button"] {
+      background-color: #ffffff; /* Button background color */
+      color: #303030; /* Button text color */
+      padding: 10px 15px;
+      border: none;
+      cursor: pointer;
+      width: 100%;
+    }
+
+    input[type="button"]:hover {
+      background-color: #555555; /* Button background color on hover */
+    }
+
+    #message {
+      color: #ff0000; /* Error message color */
+      margin-top: 10px;
+      text-align: center;
+    }
+
+    #noteList {
+      list-style-type: none;
+      padding: 0;
+    }
+
+    #noteList li {
+      margin-bottom: 8px;
+    }
+
+    #noteList a {
+      text-decoration: none;
+      color: #ffffff; /* Link text color */
+    }
+
+    #noteList a:hover {
+      text-decoration: underline;
+    }
+  </style>
+</head>
+<body>
+<div class="card">
+  <h1>Create a New Note</h1>
+  <form id="noteForm">
+    <label for="title">Title:</label><br>
+    <input type="text" id="title" name="title" required><br>
+    <label for="content">Content:</label><br>
+    <textarea id="content" name="content" rows="4" cols="50" required></textarea><br><br>
+    <input type="button" value="Create Note" onclick="submitNote()">
+  </form>
+
+<div id="message" style="color: red;"></div>
+
+<script>
+function addItemToList(item) {
+  const noteList = document.getElementById('noteList');
+  const listItem = document.createElement('li');
+
+  const link = document.createElement('a');
+  link.href = `/view/${item.Noteid}`; 
+  link.textContent = item.Noteid; 
+  listItem.appendChild(link);
+
+  noteList.appendChild(listItem);
+}
+
+function submitNote() {
+  const title = document.getElementById("title").value;
+  const content = document.getElementById("content").value;
+
+  const noteData = { title, content };
+
+  fetch("/create", {
+    method: "POST",
+    headers: {
+      "Content-Type": "application/json",
+    },
+    body: JSON.stringify(noteData),
+  })
+    .then((response) => response.json())
+    .then((data) => {
+      if (data.Message) {
+        document.getElementById("message").innerHTML = data.Message;
+        if (data.Noteid){
+          addItemToList(data);
+        }
+      } 
+    })
+    .catch((error) => {
+      console.error("error:", error);
+      document.getElementById("message").innerText = 'Error';
+    });
+
+}
+</script>
+
+  <% if (Message) { %>
+    <p><%= Message %></p>
+  <% } %>
+  <h2>Created Notes:</h2>
+  <ul id="noteList" style="text-align:center">
+    <% for (const noteId of noteList) { %>
+      <li><a href="/view/<%= noteId %>"><%= noteId %></a></li>
+    <% } %>
+  </ul>
+  </div>
+</body>
+</html>
diff --git a/bi0sctf23/web/src/views/customise.ejs b/bi0sctf23/web/src/views/customise.ejs
new file mode 100644
index 0000000..3b67ea7
--- /dev/null
+++ b/bi0sctf23/web/src/views/customise.ejs
@@ -0,0 +1,56 @@
+<!-- views/customise.ejs -->
+<!DOCTYPE html>
+<html>
+<head>
+  <title>Settings</title>
+</head>
+<body>
+  <h1>Settings</h1>
+  <form id="customizationForm">
+    <label for="titleCheckbox">Title:</label>
+    <input type="checkbox" id="titleCheckbox" name="titleCheckbox">
+
+    <label for="authorCheckbox">Author:</label>
+    <input type="checkbox" id="authorCheckbox" name="authorCheckbox">
+
+    <button type="button" onclick="customizeFields()">Customize</button>
+  </form>
+
+  <div id="message" style="color: red;"></div>
+
+  <script>
+    function customizeFields() {
+      const data = [];
+
+      const titleCheckbox = document.getElementById('titleCheckbox');
+      const authorCheckbox = document.getElementById('authorCheckbox');
+
+      if (titleCheckbox.checked) {
+        data.push({ title: 'required' });
+      } else {
+        data.push({ title: 'optional' });
+      }
+
+      if (authorCheckbox.checked) {
+        data.push({ author: 'required' });
+      } else {
+        data.push({ author: 'optional' });
+      }
+
+      // Send a fetch request with the data array
+      fetch('/customise', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({ data }),
+      })
+        .then(response => response.json())
+        .then(result => {
+          document.getElementById("message").innerText = result.Message; 
+        })
+        .catch(error => console.error('Error:', error));
+    }
+  </script>
+</body>
+</html>
diff --git a/bi0sctf23/web/src/views/view.ejs b/bi0sctf23/web/src/views/view.ejs
new file mode 100644
index 0000000..ac2244b
--- /dev/null
+++ b/bi0sctf23/web/src/views/view.ejs
@@ -0,0 +1,67 @@
+<!-- views/view.ejs -->
+<!DOCTYPE html>
+<html>
+<head>
+  <title>Note Viewer</title>
+  <style>
+    body {
+      font-family: Arial, sans-serif;
+      background-color: #f2f2f2;
+      color: #333333;
+      margin: 0;
+      padding: 0;
+    }
+
+    .container {
+      max-width: 800px;
+      margin: 20px auto;
+      padding: 20px;
+      background-color: #ffffff;
+      box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
+      border-radius: 5px;
+    }
+
+    h1 {
+      font-size: 24px;
+      color: #333333;
+      margin-bottom: 20px;
+      text-align: center;
+    }
+
+    h2 {
+      font-size: 20px;
+      color: #333333;
+      margin-bottom: 10px;
+    }
+
+    p {
+      font-size: 16px;
+      color: #555555;
+      line-height: 1.6;
+    }
+  </style>
+</head>
+<body>
+  <div class="container">
+    <h1>Note Details</h1>
+
+    <% if (noteData.title) { %>
+      <h2><%= noteData.title %></h2>
+    <% } %>
+
+    <% if (noteData.author) { %>
+      <p>Author: <%= noteData.author %></p>
+    <% } %>
+
+    <p><%- noteData.content %></p>
+
+    <button onclick="redirectToTemp()">Delete</button>
+
+  </div>
+  <script>
+      function redirectToTemp() {
+        window.location.href = "?temp";
+      }
+    </script>
+</body>
+</html>
diff --git a/bi0sctf23/web/src/xs128p.py b/bi0sctf23/web/src/xs128p.py
new file mode 100644
index 0000000..6b5bf80
--- /dev/null
+++ b/bi0sctf23/web/src/xs128p.py
@@ -0,0 +1,220 @@
+import argparse
+import struct
+from decimal import *
+import os
+from z3 import *
+
+MAX_UNUSED_THREADS = 2
+
+
+# Calculates xs128p (XorShift128Plus)
+def xs128p(state0, state1):
+    s1 = state0 & 0xFFFFFFFFFFFFFFFF
+    s0 = state1 & 0xFFFFFFFFFFFFFFFF
+    s1 ^= (s1 << 23) & 0xFFFFFFFFFFFFFFFF
+    s1 ^= (s1 >> 17) & 0xFFFFFFFFFFFFFFFF
+    s1 ^= s0 & 0xFFFFFFFFFFFFFFFF
+    s1 ^= (s0 >> 26) & 0xFFFFFFFFFFFFFFFF
+    state0 = state1 & 0xFFFFFFFFFFFFFFFF
+    state1 = s1 & 0xFFFFFFFFFFFFFFFF
+    generated = state0 & 0xFFFFFFFFFFFFFFFF
+
+    return state0, state1, generated
+
+
+def sym_xs128p(sym_state0, sym_state1):
+    # Symbolically represent xs128p
+    s1 = sym_state0
+    s0 = sym_state1
+    s1 ^= (s1 << 23)
+    s1 ^= LShR(s1, 17)
+    s1 ^= s0
+    s1 ^= LShR(s0, 26)
+    sym_state0 = sym_state1
+    sym_state1 = s1
+    # end symbolic execution
+
+    return sym_state0, sym_state1
+
+
+# Symbolic execution of xs128p
+def sym_floor_random(slvr, sym_state0, sym_state1, generated, multiple):
+    sym_state0, sym_state1 = sym_xs128p(sym_state0, sym_state1)
+
+    # "::ToDouble"
+    calc = LShR(sym_state0, 12)
+
+    """
+    Symbolically compatible Math.floor expression.
+ 
+    Here's how it works:
+ 
+    64-bit floating point numbers are represented using IEEE 754 (https://en.wikipedia.org/wiki/Double-precision_floating-point_format) which describes how
+    bit vectors represent decimal values. In our specific case, we're dealing with a function (Math.random) that only generates numbers in the range [0, 1).
+ 
+    This allows us to make some assumptions in how we deal with floating point numbers (like ignoring parts of the bitvector entirely).
+ 
+    The 64bit floating point is laid out as follows
+    [1 bit sign][11 bit expr][52 bit "mantissa"]
+ 
+    The formula to calculate the value is as follows: (-1)^sign * (1 + Sigma_{i=1 -> 52}(M_{52 - i} * 2^-i)) * 2^(expr - 1023)
+ 
+    Therefore 0_01111111111_1100000000000000000000000000000000000000000000000000 is equal to "1.75"
+ 
+    sign => 0 => ((-1) ^ 0) => 1
+    expr => 1023 => 2^(expr - 1023) => 1
+    mantissa => <bitstring> => (1 + sum(M_{52 - i} * 2^-i) => 1.75
+ 
+    1 * 1 * 1.75 = 1.75 :)
+ 
+    Clearly we can ignore the sign as our numbers are entirely non-negative.
+ 
+    Additionally, we know that our values are between 0 and 1 (exclusive) and therefore the expr MUST be, at most, 1023, always.
+ 
+    What about the expr?
+ 
+    """
+    lower = from_double(Decimal(generated) / Decimal(multiple))
+    upper = from_double((Decimal(generated) + 1) / Decimal(multiple))
+
+    lower_mantissa = (lower & 0x000FFFFFFFFFFFFF)
+    upper_mantissa = (upper & 0x000FFFFFFFFFFFFF)
+    upper_expr = (upper >> 52) & 0x7FF
+
+    slvr.add(And(lower_mantissa <= calc, Or(upper_mantissa >= calc, upper_expr == 1024)))
+    return sym_state0, sym_state1
+
+
+def solve_instance(points, multiple, unknown_leading=False):
+    # setup symbolic state for xorshift128+
+    ostate0, ostate1 = BitVecs('ostate0 ostate1', 64)
+    sym_state0 = ostate0
+    sym_state1 = ostate1
+    set_option("parallel.enable", True)
+    set_option("parallel.threads.max", (
+        max(os.cpu_count() - MAX_UNUSED_THREADS, 1)))  # will use max or max cpu thread support, whatever is smaller
+    slvr = SolverFor(
+        "QF_BV")  # This type of problem is much faster computed using QF_BV (also, if branching happens, we can use parallelization)
+
+    # run symbolic xorshift128+ algorithm for three iterations
+    # using the recovered numbers as constraints
+
+    if unknown_leading:
+        # we want to try to predict one value ahead so let's slide one unknown into the calculation
+        sym_state0, sym_state1 = sym_xs128p(sym_state0, sym_state1)
+
+    for point in points:
+        sym_state0, sym_state1 = sym_floor_random(slvr, sym_state0, sym_state1, point, multiple)
+
+    if slvr.check() == sat:
+        # get a solved state
+        m = slvr.model()
+        state0 = m[ostate0].as_long()
+        state1 = m[ostate1].as_long()
+
+        return state0, state1
+    else:
+        print("Failed to find a valid solution")
+        return None, None
+
+def solve(points, multiple, lead):
+    if lead > 0:
+        last_state0 = None
+        last_state1 = None
+
+        for i in range(0, int(lead)):
+            last_state0, last_state1 = solve_instance(points, multiple, True)
+
+            state0, state1, output = xs128p(last_state0, last_state1)
+            new_point = math.floor(multiple * to_double(output))
+            points = [new_point] + points
+
+        return last_state0, last_state1
+    else:
+        return solve_instance(points, multiple)
+
+
+def to_double(value):
+    """
+    https://github.com/v8/v8/blob/master/src/base/utils/random-number-generator.h#L111
+    """
+    double_bits = (value >> 12) | 0x3FF0000000000000
+    return struct.unpack('d', struct.pack('<Q', double_bits))[0] - 1
+
+
+def from_double(dbl):
+    """
+    https://github.com/v8/v8/blob/master/src/base/utils/random-number-generator.h#L111
+
+    This function acts as the inverse to @to_double. The main difference is that we
+    use 0x7fffffffffffffff as our mask as this ensures the result _must_ be not-negative
+    but makes no other assumptions about the underlying value.
+
+    That being said, it should be safe to change the flag to 0x3ff...
+    """
+    return struct.unpack('<Q', struct.pack('d', dbl + 1))[0] & 0x7FFFFFFFFFFFFFFF
+
+
+def get_args():
+    parser = argparse.ArgumentParser(
+        description="Uses Z3 to predict future states for 'Math.floor(MULTIPLE * Math.random())' given some consecutive historical values. Pipe unbucketed points in via STDIN.")
+    parser.add_argument('--multiple',
+                        help="Specifies the multiplier used in 'Math.floor(MULTIPLE * Math.random())'. Defaults to 1.")
+    parser.add_argument('--gen',
+                        help="Instead of predicting state, take a state pair and generate output. (state0,state1,num)")
+    parser.add_argument('--lead',
+                        help="The number of elements backwards to predict")
+
+    args = parser.parse_args()
+
+    multiple_arg = args.multiple
+    lead_arg = args.lead
+
+    multiple = 1.0 if multiple_arg is None else float(multiple_arg)
+    lead = 0 if lead_arg is None else float(lead_arg)
+
+    if args.gen:
+        state0, state1, count = list(map(lambda x: int(x), args.gen.split(",")))
+
+        return None, multiple, (state0, state1, count), None
+    else:
+        points = list(map(lambda line: int(line), sys.stdin.readlines()))
+
+        assert len(
+            points) != 0, "Pipe the leaked, unbucketed points via STDIN.\nExample:\n\tcat FILE | python3 xs2.py --multiple 1000"
+
+        return lead, multiple, None, points
+
+def main():
+    """
+    # -----------------------------------------------------------------------------------------------------------------------------------------------------------
+    # Relevant v8 Code to understand this solver:
+    # Math.Random Implementation (https://github.com/v8/v8/blob/4b9b23521e6fd42373ebbcb20ebe03bf445494f9/src/builtins/builtins-math-gen.cc#L402)
+    #   Uses a precomputed cache of values to make subsequent calls to Math.random quick
+    #   This source will refer to this as "bucketing" as it puts the random values in "buckets" that we use until they are empty.
+    #   After the bucket is empty, we make a call to RefillCache (https://github.com/v8/v8/blob/4b9b23521e6fd42373ebbcb20ebe03bf445494f9/src/math-random.cc#L36)
+    #   which populates the cache (bucket) with 64 () new random values. If the cache is not empty when Math.random is called,
+    #   we pop the next value off the rear of the array until we're at `MATH_RANDOM_INDEX_INDEX` == 0 again for a refill.
+    #   Notable hurdles in implementation:
+    #       Unlike previous and similar implementations of xs128p, Chrome only uses `state_0` for converting and storing cached randoms
+    #           > (https://github.com/v8/v8/blob/4b9b23521e6fd42373ebbcb20ebe03bf445494f9/src/math-random.cc#L64)
+    #           > vs (https://github.com/v8/v8/commit/ac66c97cfddc1e9fd89b494950ecf8a1a260bc80#diff-202872834c682708e9294600f73e4d15L115) (PRE SEPT 2018)
+    # -----------------------------------------------------------------------------------------------------------------------------------------------------------
+    """
+
+    lead, multiple, gen, points = get_args()
+
+    if gen is not None:
+        state0, state1, count = gen
+
+        for i in range(count):
+            state0, state1, output = xs128p(state0, state1)
+            print(math.floor(multiple * to_double(output)))
+    else:
+        state0, state1 = solve(points, multiple, lead)
+
+        if state0 is not None and state1 is not None:
+            print("{},{}".format(state0, state1))
+
+
+main()
\ No newline at end of file