From 245f8d594137ed82b302931962fdd5ec263ae4e8 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Wed, 19 Feb 2025 12:41:43 +0800
Subject: [PATCH 01/22] PoC for FFT modification

---
 package.json                   |  1 +
 src/bundles/sound/functions.ts | 62 ++++++++++++++++++++++++++++++++--
 yarn.lock                      |  5 +++
 3 files changed, 66 insertions(+), 2 deletions(-)

diff --git a/package.json b/package.json
index b6e7eb821a..15c5b1033b 100644
--- a/package.json
+++ b/package.json
@@ -105,6 +105,7 @@
     "classnames": "^2.3.1",
     "dayjs": "^1.10.4",
     "events": "^3.3.0",
+    "fft.js": "^4.0.4",
     "gl-matrix": "^3.3.0",
     "js-slang": "^1.0.73",
     "lodash": "^4.17.21",
diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 33ae8a92dd..a94b4e4e46 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -1,4 +1,5 @@
 /* eslint-disable new-cap, @typescript-eslint/naming-convention */
+import FFT from 'fft.js';
 import context from 'js-slang/context';
 import {
   pair,
@@ -20,6 +21,8 @@ import type {
   AudioPlayed
 } from './types';
 
+// Importing the FFT library
+
 // Global Constants and Variables
 const FS: number = 44100; // Output sample rate
 const fourier_expansion_level: number = 5; // fourier expansion level
@@ -381,6 +384,50 @@ export function play_in_tab(sound: Sound): Sound {
   }
 }
 
+/**
+ * Returns the smallest power of 2,
+ * that is greater than or equal to a given number.
+ *
+ * @param x the lower bound
+ * @return the smallest power of 2 greater than or equal to x
+ */
+function nextPowerOf2(x: number): number {
+  const lowerPowerOf2: number = 1 << 31 - Math.clz32(x);
+  if (lowerPowerOf2 == x) {
+    return lowerPowerOf2;
+  } else {
+    return lowerPowerOf2 * 2;
+  }
+}
+
+/**
+ * Modify the given sound samples using FFT
+ *
+ * @param samples the sound samples of size 2^n
+ * @return a Array(2^(n+1)) containing the modified samples
+ */
+function modifyFFT(samples: Array<number>): Array<number> {
+  console.log(`[DEBUG] samples.length = ${samples.length}`);
+
+  const fft = new FFT(samples.length);
+  const frequencyDomain = fft.createComplexArray();
+  const finalSamples = fft.createComplexArray();
+
+  fft.realTransform(frequencyDomain, samples);
+  console.log(`[DEBUG] frequencyDomain = ${frequencyDomain}`);
+
+  for (let i = 0; i < frequencyDomain.length; i += 1) {
+    frequencyDomain[i] /= 2;
+  }
+
+  console.log(`[DEBUG] *modified* frequencyDomain = ${frequencyDomain}`);
+
+  fft.inverseTransform(finalSamples, frequencyDomain);
+
+  console.log(`[DEBUG] finalSamples = ${finalSamples}`);
+  return finalSamples;
+}
+
 /**
  * Plays the given Sound using the computer’s sound device
  * on top of any Sounds that are currently playing.
@@ -405,6 +452,10 @@ export function play(sound: Sound): Sound {
       init_audioCtx();
     }
 
+    // Hijacking this function to implement some FFT stuff
+    let sampleSize = Math.ceil(FS * get_duration(sound));
+    sampleSize = nextPowerOf2(sampleSize);
+
     // Create mono buffer
     const theBuffer = audioplayer.createBuffer(
       1,
@@ -412,13 +463,20 @@ export function play(sound: Sound): Sound {
       FS
     );
     const channel = theBuffer.getChannelData(0);
+    const wave = get_wave(sound);
+
+    const originalSample = new Array(sampleSize);
+    for (let i = 0; i < sampleSize; i += 1) {
+      originalSample[i] = wave(i / FS); // Assuming wave(t) for t > duration returns 0
+    }
+
+    const newSample = modifyFFT(originalSample);
 
     let temp: number;
     let prev_value = 0;
 
-    const wave = get_wave(sound);
     for (let i = 0; i < channel.length; i += 1) {
-      temp = wave(i / FS);
+      temp = newSample[i];
       // clip amplitude
       if (temp > 1) {
         channel[i] = 1;
diff --git a/yarn.lock b/yarn.lock
index f8023997e3..26241cc38c 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3173,6 +3173,11 @@ fflate@~0.8.2:
   resolved "https://registry.yarnpkg.com/fflate/-/fflate-0.8.2.tgz#fc8631f5347812ad6028bbe4a2308b2792aa1dea"
   integrity sha512-cPJU47OaAoCbg0pBvzsgpTPhmhqI5eJjh/JIu8tPj5q+T7iLvW/JAYUqmE7KOB4R1ZyEhzBaIQpQpardBF5z8A==
 
+fft.js@^4.0.4:
+  version "4.0.4"
+  resolved "https://registry.yarnpkg.com/fft.js/-/fft.js-4.0.4.tgz#ffed83a397e58039141c804c1dbe1910dced8e6e"
+  integrity sha512-f9c00hphOgeQTlDyavwTtu6RiK8AIFjD6+jvXkNkpeQ7rirK3uFWVpalkoS4LAwbdX7mfZ8aoBfFVQX1Re/8aw==
+
 file-entry-cache@^6.0.1:
   version "6.0.1"
   resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-6.0.1.tgz#211b2dd9659cb0394b073e7323ac3c933d522027"

From 8b827d06c37fafb1bc12c52dea8d00a6980fbf7b Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Wed, 5 Mar 2025 01:27:47 +0800
Subject: [PATCH 02/22] Working FFT modification function

Currently eliminating the first and fourth quarter of frequency
---
 src/bundles/sound/functions.ts | 47 ++++++++++++++++++++++++++++------
 1 file changed, 39 insertions(+), 8 deletions(-)

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index a94b4e4e46..05139af22b 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -404,27 +404,58 @@ function nextPowerOf2(x: number): number {
  * Modify the given sound samples using FFT
  *
  * @param samples the sound samples of size 2^n
- * @return a Array(2^(n+1)) containing the modified samples
+ * @return a Array(2^n) containing the modified samples
  */
 function modifyFFT(samples: Array<number>): Array<number> {
-  console.log(`[DEBUG] samples.length = ${samples.length}`);
+  const n = samples.length;
 
-  const fft = new FFT(samples.length);
+  console.log(`[DEBUG] samples.length = ${n}`);
+  console.log(`[DEBUG] samples = ${samples}`);
+
+  const fft = new FFT(n);
   const frequencyDomain = fft.createComplexArray();
-  const finalSamples = fft.createComplexArray();
+  const invertedSamples = fft.createComplexArray();
+  const fullSamples = fft.createComplexArray();
 
-  fft.realTransform(frequencyDomain, samples);
+  fft.toComplexArray(samples, fullSamples);
+  fft.transform(frequencyDomain, fullSamples);
   console.log(`[DEBUG] frequencyDomain = ${frequencyDomain}`);
 
-  for (let i = 0; i < frequencyDomain.length; i += 1) {
-    frequencyDomain[i] /= 2;
+  // Transformation step
+
+  for (let i = 0; i < n; i += 1) {
+    // Filter out all values in the range [0,n/4] and [3n/4, n]
+    const lowerBound = n / 4;
+    const upperBound = 3 * n / 4;
+
+    if (i < lowerBound || i > upperBound) {
+      frequencyDomain[i * 2] = 0;
+      frequencyDomain[i * 2 + 1] = 0;
+    }
   }
 
   console.log(`[DEBUG] *modified* frequencyDomain = ${frequencyDomain}`);
 
-  fft.inverseTransform(finalSamples, frequencyDomain);
+  // Calculate magnitude
+  const magnitudes = new Array<number>;
+  for (let i = 0; i < n * 2; i += 2) {
+    const realPart = frequencyDomain[i];
+    const imagPart = frequencyDomain[i+1];
+    magnitudes[i/2] = Math.sqrt(realPart * realPart + imagPart * imagPart);
+  }
+
+  console.log(`[DEBUG] magnitudes = ${magnitudes}`);
+
+  fft.inverseTransform(invertedSamples, frequencyDomain);
+
+  console.log(`[DEBUG] invertedSamples.length = ${invertedSamples.length}`);
+  console.log(`[DEBUG] invertedSamples = ${invertedSamples}`);
+
+  const finalSamples = new Array<number>(samples.length);
+  fft.fromComplexArray(invertedSamples, finalSamples);
 
   console.log(`[DEBUG] finalSamples = ${finalSamples}`);
+
   return finalSamples;
 }
 

From 8c31386ef3e1ac8e9613584b866d5ddbbfefb951 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Wed, 19 Mar 2025 00:00:28 +0800
Subject: [PATCH 03/22] playFFT function

playFFT takes in a filter, which for now can be created with lowPassFilter
---
 src/bundles/sound/functions.ts | 145 ++++++++++++++++++++++++++-------
 src/bundles/sound/index.ts     |   5 +-
 src/bundles/sound/types.ts     |   4 +
 3 files changed, 123 insertions(+), 31 deletions(-)

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 05139af22b..017279b579 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -18,11 +18,11 @@ import type {
   Sound,
   SoundProducer,
   SoundTransformer,
-  AudioPlayed
+  AudioPlayed,
+  ComplexNumber,
+  FFTFilter
 } from './types';
 
-// Importing the FFT library
-
 // Global Constants and Variables
 const FS: number = 44100; // Output sample rate
 const fourier_expansion_level: number = 5; // fourier expansion level
@@ -400,18 +400,43 @@ function nextPowerOf2(x: number): number {
   }
 }
 
+/**
+ * Make a simple low-pass filter.
+ *
+ * @param frequency the frequency threshold
+ * @return a low-pass filter
+ */
+export function lowPassFilter(frequency: number): FFTFilter {
+  return (frequencyDomain) => {
+    const length = frequencyDomain.length;
+    const ratio = frequency / FS;
+    const threshold = length * ratio;
+
+    console.log(`length = ${length}`);
+    console.log(`threshold = ${threshold}`);
+
+    const filteredDomain = new Array<ComplexNumber>(length);
+
+    for (let i = 0; i < length; i++) {
+      if (i < threshold) {
+        filteredDomain[i] = frequencyDomain[i];
+      } else {
+        filteredDomain[i] = pair(0, 0);
+      }
+    }
+    return filteredDomain;
+  };
+}
+
 /**
  * Modify the given sound samples using FFT
  *
  * @param samples the sound samples of size 2^n
  * @return a Array(2^n) containing the modified samples
  */
-function modifyFFT(samples: Array<number>): Array<number> {
+function modifyFFT(samples: Array<number>, filter: FFTFilter): Array<number> {
   const n = samples.length;
 
-  console.log(`[DEBUG] samples.length = ${n}`);
-  console.log(`[DEBUG] samples = ${samples}`);
-
   const fft = new FFT(n);
   const frequencyDomain = fft.createComplexArray();
   const invertedSamples = fft.createComplexArray();
@@ -419,22 +444,17 @@ function modifyFFT(samples: Array<number>): Array<number> {
 
   fft.toComplexArray(samples, fullSamples);
   fft.transform(frequencyDomain, fullSamples);
-  console.log(`[DEBUG] frequencyDomain = ${frequencyDomain}`);
-
-  // Transformation step
 
-  for (let i = 0; i < n; i += 1) {
-    // Filter out all values in the range [0,n/4] and [3n/4, n]
-    const lowerBound = n / 4;
-    const upperBound = 3 * n / 4;
-
-    if (i < lowerBound || i > upperBound) {
-      frequencyDomain[i * 2] = 0;
-      frequencyDomain[i * 2 + 1] = 0;
-    }
+  const values = new Array<ComplexNumber>(n);
+  for (let i = 0; i < n; i++) {
+    values[i] = pair(frequencyDomain[i * 2], frequencyDomain[i * 2 + 1]);
   }
+  const filtered = filter(values);
 
-  console.log(`[DEBUG] *modified* frequencyDomain = ${frequencyDomain}`);
+  for (let i = 0; i < n; i++) {
+    frequencyDomain[i * 2] = head(filtered[i]);
+    frequencyDomain[i * 2 + 1] = tail(filtered[i]);
+  }
 
   // Calculate magnitude
   const magnitudes = new Array<number>;
@@ -444,18 +464,11 @@ function modifyFFT(samples: Array<number>): Array<number> {
     magnitudes[i/2] = Math.sqrt(realPart * realPart + imagPart * imagPart);
   }
 
-  console.log(`[DEBUG] magnitudes = ${magnitudes}`);
-
   fft.inverseTransform(invertedSamples, frequencyDomain);
 
-  console.log(`[DEBUG] invertedSamples.length = ${invertedSamples.length}`);
-  console.log(`[DEBUG] invertedSamples = ${invertedSamples}`);
-
   const finalSamples = new Array<number>(samples.length);
   fft.fromComplexArray(invertedSamples, finalSamples);
 
-  console.log(`[DEBUG] finalSamples = ${finalSamples}`);
-
   return finalSamples;
 }
 
@@ -463,11 +476,14 @@ function modifyFFT(samples: Array<number>): Array<number> {
  * Plays the given Sound using the computer’s sound device
  * on top of any Sounds that are currently playing.
  *
+ * Takes in an filter for modifying using FFT.
+ *
  * @param sound the Sound to play
+ * @param filter the filter to use
  * @return the given Sound
- * @example play(sine_sound(440, 5));
+ * @example playFFT(sine_sound(440, 5), filter);
  */
-export function play(sound: Sound): Sound {
+export function playFFT(sound: Sound, filter: FFTFilter): Sound {
   // Type-check sound
   if (!is_sound(sound)) {
     throw new Error(
@@ -501,7 +517,7 @@ export function play(sound: Sound): Sound {
       originalSample[i] = wave(i / FS); // Assuming wave(t) for t > duration returns 0
     }
 
-    const newSample = modifyFFT(originalSample);
+    const newSample = modifyFFT(originalSample, filter);
 
     let temp: number;
     let prev_value = 0;
@@ -539,6 +555,75 @@ export function play(sound: Sound): Sound {
   }
 }
 
+/**
+ * Plays the given Sound using the computer’s sound device
+ * on top of any Sounds that are currently playing.
+ *
+ * @param sound the Sound to play
+ * @return the given Sound
+ * @example play(sine_sound(440, 5));
+ */
+export function play(sound: Sound): Sound {
+  // Type-check sound
+  if (!is_sound(sound)) {
+    throw new Error(
+      `${play.name} is expecting sound, but encountered ${sound}`
+    );
+  } else if (get_duration(sound) < 0) {
+    throw new Error(`${play.name}: duration of sound is negative`);
+  } else if (get_duration(sound) === 0) {
+    return sound;
+  } else {
+    // Instantiate audio context if it has not been instantiated.
+    if (!audioplayer) {
+      init_audioCtx();
+    }
+
+    // Create mono buffer
+    const theBuffer = audioplayer.createBuffer(
+      1,
+      Math.ceil(FS * get_duration(sound)),
+      FS
+    );
+    const channel = theBuffer.getChannelData(0);
+
+    let temp: number;
+    let prev_value = 0;
+
+    const wave = get_wave(sound);
+    for (let i = 0; i < channel.length; i += 1) {
+      temp = wave(i / FS);
+      // clip amplitude
+      if (temp > 1) {
+        channel[i] = 1;
+      } else if (temp < -1) {
+        channel[i] = -1;
+      } else {
+        channel[i] = temp;
+      }
+
+      // smoothen out sudden cut-outs
+      if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
+        channel[i] = prev_value * 0.999;
+      }
+
+      prev_value = channel[i];
+    }
+
+    // Connect data to output destination
+    const source = audioplayer.createBufferSource();
+    source.buffer = theBuffer;
+    source.connect(audioplayer.destination);
+    isPlaying = true;
+    source.start();
+    source.onended = () => {
+      source.disconnect(audioplayer.destination);
+      isPlaying = false;
+    };
+    return sound;
+  }
+}
+
 /**
  * Stops all currently playing sounds.
  */
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index cdb2732946..5c2927a42d 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -60,5 +60,8 @@ export {
   stop,
   triangle_sound,
   trombone,
-  violin
+  violin,
+  // FFT
+  lowPassFilter,
+  playFFT
 } from './functions';
diff --git a/src/bundles/sound/types.ts b/src/bundles/sound/types.ts
index 5788c017c8..13700ad47e 100644
--- a/src/bundles/sound/types.ts
+++ b/src/bundles/sound/types.ts
@@ -16,3 +16,7 @@ export type AudioPlayed = {
 export type SoundModuleState = {
   audioPlayed: AudioPlayed[]
 };
+
+// FFT
+export type ComplexNumber = Pair<number, number>;
+export type FFTFilter = (frequencyDomain: Array<ComplexNumber>) => Array<ComplexNumber>;

From 881f706ab98c3ff723336a4c636b886dbcd2188b Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Wed, 26 Mar 2025 06:37:29 +0800
Subject: [PATCH 04/22] new sound_fft module, doesnt even work yet

---
 src/bundles/sound_fft/functions.ts | 64 ++++++++++++++++++++++++++++++
 src/bundles/sound_fft/index.ts     | 12 ++++++
 src/bundles/sound_fft/types.ts     |  6 +++
 3 files changed, 82 insertions(+)
 create mode 100644 src/bundles/sound_fft/functions.ts
 create mode 100644 src/bundles/sound_fft/index.ts
 create mode 100644 src/bundles/sound_fft/types.ts

diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
new file mode 100644
index 0000000000..a49960023e
--- /dev/null
+++ b/src/bundles/sound_fft/functions.ts
@@ -0,0 +1,64 @@
+import FFT from 'fft.js';
+import {
+  pair
+} from 'js-slang/dist/stdlib/list';
+import {
+} from '../sound/functions';
+import type {
+  TimeSamples,
+  FrequencySample,
+  FrequencySamples,
+  Filter
+} from './types';
+
+// TODO: Export FS from 'sound', then import it here.
+// We cannot import yet since we didn't export it.
+const FS: number = 44100;
+
+export function low_pass_filter(frequency: number): Filter {
+  return (frequencyDomain) => {
+    const length = frequencyDomain.length;
+    const ratio = frequency / FS;
+    const threshold = length * ratio;
+
+    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+
+    for (let i = 0; i < length; i++) {
+      if (i < threshold) {
+        filteredDomain[i] = frequencyDomain[i];
+      } else {
+        filteredDomain[i] = pair(0, 0);
+      }
+    }
+    return filteredDomain;
+  };
+}
+
+export function high_pass_filter(frequency: number): Filter {
+  return (frequencyDomain) => {
+    const length = frequencyDomain.length;
+    const ratio = frequency / FS;
+    const threshold = length * ratio;
+
+    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+
+    for (let i = 0; i < length; i++) {
+      if (i > threshold) {
+        filteredDomain[i] = frequencyDomain[i];
+      } else {
+        filteredDomain[i] = pair(0, 0);
+      }
+    }
+    return filteredDomain;
+  };
+}
+
+export function combine_filters(...filters: Filter[]): Filter {
+  return (frequencyDomain) => {
+    let current: FrequencySamples = frequencyDomain;
+    for (let i = filters.length - 1; i >= 0; i--) {
+      current = filters[i](current);
+    }
+    return current;
+  };
+}
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
new file mode 100644
index 0000000000..3d4012b1f1
--- /dev/null
+++ b/src/bundles/sound_fft/index.ts
@@ -0,0 +1,12 @@
+/**
+ * This provides extra functionality through the use of FFT.
+ *
+ * Additional details needed.
+ *
+ * @module sound_fft
+ * @author Tran Gia Huy
+ * @author Stuart
+ */
+export {
+
+} from './functions';
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
new file mode 100644
index 0000000000..26c8dbdf98
--- /dev/null
+++ b/src/bundles/sound_fft/types.ts
@@ -0,0 +1,6 @@
+import type { Pair } from 'js-slang/dist/stdlib/list';
+
+export type TimeSamples = Array<number>;
+export type FrequencySample = Pair<number, number>;
+export type FrequencySamples = Array<FrequencySample>;
+export type Filter = (freq: FrequencySamples) => FrequencySamples;

From 19910466e2ab283ef84730150e557fc159520f3f Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Wed, 26 Mar 2025 07:11:45 +0800
Subject: [PATCH 05/22] still does not work, cannot import sound_fft

---
 modules.json                       |   5 +-
 src/bundles/sound_fft/functions.ts | 107 +++++++++++++++++------------
 src/bundles/sound_fft/index.ts     |   5 +-
 3 files changed, 71 insertions(+), 46 deletions(-)

diff --git a/modules.json b/modules.json
index 914bd7bc80..f4d3a6523c 100644
--- a/modules.json
+++ b/modules.json
@@ -47,6 +47,9 @@
       "Sound"
     ]
   },
+  "sound_fft": {
+    "tabs": []
+  },
   "scrabble": {
     "tabs": []
   },
@@ -117,4 +120,4 @@
       "Nbody"
     ]
   }
-}
\ No newline at end of file
+}
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index a49960023e..90dea9268d 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,11 +1,13 @@
-import FFT from 'fft.js';
 import {
   pair
 } from 'js-slang/dist/stdlib/list';
 import {
+  playFFT
 } from '../sound/functions';
 import type {
-  TimeSamples,
+  Sound
+} from '../sound/types';
+import type {
   FrequencySample,
   FrequencySamples,
   Filter
@@ -13,52 +15,69 @@ import type {
 
 // TODO: Export FS from 'sound', then import it here.
 // We cannot import yet since we didn't export it.
-const FS: number = 44100;
-
-export function low_pass_filter(frequency: number): Filter {
-  return (frequencyDomain) => {
-    const length = frequencyDomain.length;
-    const ratio = frequency / FS;
-    const threshold = length * ratio;
+// const FS: number = 44100;
 
-    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
-
-    for (let i = 0; i < length; i++) {
-      if (i < threshold) {
-        filteredDomain[i] = frequencyDomain[i];
-      } else {
-        filteredDomain[i] = pair(0, 0);
-      }
-    }
-    return filteredDomain;
-  };
-}
+// FILTER CREATION
 
-export function high_pass_filter(frequency: number): Filter {
-  return (frequencyDomain) => {
-    const length = frequencyDomain.length;
-    const ratio = frequency / FS;
-    const threshold = length * ratio;
+// export function low_pass_filter(frequency: number): Filter {
+//  return (frequencyDomain) => {
+//    const length = frequencyDomain.length;
+//    const ratio = frequency / FS;
+//    const threshold = length * ratio;
+//
+//    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+//
+//    for (let i = 0; i < length; i++) {
+//      if (i < threshold) {
+//        filteredDomain[i] = frequencyDomain[i];
+//      } else {
+//        filteredDomain[i] = pair(0, 0);
+//      }
+//    }
+//    return filteredDomain;
+//  };
+// }
+//
+// export function high_pass_filter(frequency: number): Filter {
+//  return (frequencyDomain) => {
+//    const length = frequencyDomain.length;
+//    const ratio = frequency / FS;
+//    const threshold = length * ratio;
+//
+//    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+//
+//    for (let i = 0; i < length; i++) {
+//      if (i > threshold) {
+//        filteredDomain[i] = frequencyDomain[i];
+//      } else {
+//        filteredDomain[i] = pair(0, 0);
+//      }
+//    }
+//    return filteredDomain;
+//  };
+// }
+//
+// export function combine_filters(...filters: Filter[]): Filter {
+//  return (frequencyDomain) => {
+//    let current: FrequencySamples = frequencyDomain;
+//    for (let i = filters.length - 1; i >= 0; i--) {
+//      current = filters[i](current);
+//    }
+//    return current;
+//  };
+// }
 
-    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+// PLAY FUNCTIONS
 
-    for (let i = 0; i < length; i++) {
-      if (i > threshold) {
-        filteredDomain[i] = frequencyDomain[i];
-      } else {
-        filteredDomain[i] = pair(0, 0);
-      }
-    }
-    return filteredDomain;
-  };
+/*
+export function play_samples(time_samples: TimeSamples): TimeSamples {
+  // idk how to implement this without redeclaring audio_context and all bunch of stuff
+  // probably should move this to 'sound', along with the definition of TimeSamples as well
 }
+*/
 
-export function combine_filters(...filters: Filter[]): Filter {
-  return (frequencyDomain) => {
-    let current: FrequencySamples = frequencyDomain;
-    for (let i = filters.length - 1; i >= 0; i--) {
-      current = filters[i](current);
-    }
-    return current;
-  };
+export function play_filtered(sound: Sound, filter: Filter): Sound {
+  // just use play_samples I guess
+  // for now, lets use my old function
+  return playFFT(sound, filter);
 }
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index 3d4012b1f1..e14f6ae63b 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -8,5 +8,8 @@
  * @author Stuart
  */
 export {
-
+  //low_pass_filter,
+  //high_pass_filter,
+  //combine_filters,
+  play_filtered
 } from './functions';

From 609aa268b5c5678d6f574973cca60c811e5c996b Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 26 Mar 2025 15:47:48 +0800
Subject: [PATCH 06/22] added minimal buggy example

---
 modules.json                               | 3 +++
 src/bundles/sound_fft_minimal/functions.ts | 5 +++++
 src/bundles/sound_fft_minimal/index.ts     | 3 +++
 src/bundles/sound_fft_minimal/types.ts     | 1 +
 4 files changed, 12 insertions(+)
 create mode 100644 src/bundles/sound_fft_minimal/functions.ts
 create mode 100644 src/bundles/sound_fft_minimal/index.ts
 create mode 100644 src/bundles/sound_fft_minimal/types.ts

diff --git a/modules.json b/modules.json
index f4d3a6523c..6f1fd9b0a7 100644
--- a/modules.json
+++ b/modules.json
@@ -50,6 +50,9 @@
   "sound_fft": {
     "tabs": []
   },
+  "sound_fft_minimal": {
+    "tabs": []
+  },
   "scrabble": {
     "tabs": []
   },
diff --git a/src/bundles/sound_fft_minimal/functions.ts b/src/bundles/sound_fft_minimal/functions.ts
new file mode 100644
index 0000000000..90a5fb6193
--- /dev/null
+++ b/src/bundles/sound_fft_minimal/functions.ts
@@ -0,0 +1,5 @@
+import {
+  playFFT
+} from '../sound/functions';
+  
+export function hello_world(): void {}
diff --git a/src/bundles/sound_fft_minimal/index.ts b/src/bundles/sound_fft_minimal/index.ts
new file mode 100644
index 0000000000..87f2f55f6a
--- /dev/null
+++ b/src/bundles/sound_fft_minimal/index.ts
@@ -0,0 +1,3 @@
+export {
+  hello_world
+} from './functions';
diff --git a/src/bundles/sound_fft_minimal/types.ts b/src/bundles/sound_fft_minimal/types.ts
new file mode 100644
index 0000000000..e9b6a44cfe
--- /dev/null
+++ b/src/bundles/sound_fft_minimal/types.ts
@@ -0,0 +1 @@
+// nothing

From 3457d4c6e587fb6f1d6a9ad93eb00886f5277a23 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Tue, 1 Apr 2025 21:02:58 +0800
Subject: [PATCH 07/22] Working play_filtered, play_samples and other
 filter-related functions

---
 src/bundles/sound/functions.ts     | 140 +++++++++++++----------------
 src/bundles/sound/index.ts         |   5 +-
 src/bundles/sound/types.ts         |   7 +-
 src/bundles/sound_fft/functions.ts | 112 ++++++++++-------------
 src/bundles/sound_fft/index.ts     |   7 +-
 src/bundles/sound_fft/types.ts     |   6 --
 6 files changed, 116 insertions(+), 161 deletions(-)
 delete mode 100644 src/bundles/sound_fft/types.ts

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 017279b579..34e80bfb35 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -19,8 +19,10 @@ import type {
   SoundProducer,
   SoundTransformer,
   AudioPlayed,
-  ComplexNumber,
-  FFTFilter
+  TimeSamples,
+  FrequencySample,
+  FrequencySamples,
+  Filter
 } from './types';
 
 // Global Constants and Variables
@@ -391,7 +393,7 @@ export function play_in_tab(sound: Sound): Sound {
  * @param x the lower bound
  * @return the smallest power of 2 greater than or equal to x
  */
-function nextPowerOf2(x: number): number {
+function next_power_of_2(x: number): number {
   const lowerPowerOf2: number = 1 << 31 - Math.clz32(x);
   if (lowerPowerOf2 == x) {
     return lowerPowerOf2;
@@ -400,41 +402,13 @@ function nextPowerOf2(x: number): number {
   }
 }
 
-/**
- * Make a simple low-pass filter.
- *
- * @param frequency the frequency threshold
- * @return a low-pass filter
- */
-export function lowPassFilter(frequency: number): FFTFilter {
-  return (frequencyDomain) => {
-    const length = frequencyDomain.length;
-    const ratio = frequency / FS;
-    const threshold = length * ratio;
-
-    console.log(`length = ${length}`);
-    console.log(`threshold = ${threshold}`);
-
-    const filteredDomain = new Array<ComplexNumber>(length);
-
-    for (let i = 0; i < length; i++) {
-      if (i < threshold) {
-        filteredDomain[i] = frequencyDomain[i];
-      } else {
-        filteredDomain[i] = pair(0, 0);
-      }
-    }
-    return filteredDomain;
-  };
-}
-
 /**
  * Modify the given sound samples using FFT
  *
  * @param samples the sound samples of size 2^n
  * @return a Array(2^n) containing the modified samples
  */
-function modifyFFT(samples: Array<number>, filter: FFTFilter): Array<number> {
+function modifyFFT(samples: Array<number>, filter: Filter): Array<number> {
   const n = samples.length;
 
   const fft = new FFT(n);
@@ -445,7 +419,7 @@ function modifyFFT(samples: Array<number>, filter: FFTFilter): Array<number> {
   fft.toComplexArray(samples, fullSamples);
   fft.transform(frequencyDomain, fullSamples);
 
-  const values = new Array<ComplexNumber>(n);
+  const values = new Array<FrequencySample>(n);
   for (let i = 0; i < n; i++) {
     values[i] = pair(frequencyDomain[i * 2], frequencyDomain[i * 2 + 1]);
   }
@@ -472,6 +446,54 @@ function modifyFFT(samples: Array<number>, filter: FFTFilter): Array<number> {
   return finalSamples;
 }
 
+export function play_samples(samples: TimeSamples): TimeSamples {
+  if (!audioplayer) {
+    init_audioCtx();
+  }
+
+  const theBuffer = audioplayer.createBuffer(
+    1,
+    samples.length,
+    FS
+  );
+  const channel = theBuffer.getChannelData(0);
+
+  let temp: number;
+  let prev_value = 0;
+
+  for (let i = 0; i < channel.length; i += 1) {
+    temp = samples[i];
+    // clip amplitude
+    if (temp > 1) {
+      channel[i] = 1;
+    } else if (temp < -1) {
+      channel[i] = -1;
+    } else {
+      channel[i] = temp;
+    }
+
+    // smoothen out sudden cut-outs
+    if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
+      channel[i] = prev_value * 0.999;
+    }
+
+    prev_value = channel[i];
+
+  }
+
+  // Connect data to output destination
+  const source = audioplayer.createBufferSource();
+  source.buffer = theBuffer;
+  source.connect(audioplayer.destination);
+  isPlaying = true;
+  source.start();
+  source.onended = () => {
+    source.disconnect(audioplayer.destination);
+    isPlaying = false;
+  };
+  return samples;
+}
+
 /**
  * Plays the given Sound using the computer’s sound device
  * on top of any Sounds that are currently playing.
@@ -481,9 +503,9 @@ function modifyFFT(samples: Array<number>, filter: FFTFilter): Array<number> {
  * @param sound the Sound to play
  * @param filter the filter to use
  * @return the given Sound
- * @example playFFT(sine_sound(440, 5), filter);
+ * @example play_filtered(sine_sound(440, 5), filter);
  */
-export function playFFT(sound: Sound, filter: FFTFilter): Sound {
+export function play_filtered(sound: Sound, filter: Filter): Sound {
   // Type-check sound
   if (!is_sound(sound)) {
     throw new Error(
@@ -499,58 +521,18 @@ export function playFFT(sound: Sound, filter: FFTFilter): Sound {
       init_audioCtx();
     }
 
-    // Hijacking this function to implement some FFT stuff
-    let sampleSize = Math.ceil(FS * get_duration(sound));
-    sampleSize = nextPowerOf2(sampleSize);
-
-    // Create mono buffer
-    const theBuffer = audioplayer.createBuffer(
-      1,
-      Math.ceil(FS * get_duration(sound)),
-      FS
-    );
-    const channel = theBuffer.getChannelData(0);
+    const targetSize = Math.ceil(FS * get_duration(sound));
+    const sampleSize = next_power_of_2(targetSize);
     const wave = get_wave(sound);
 
     const originalSample = new Array(sampleSize);
     for (let i = 0; i < sampleSize; i += 1) {
-      originalSample[i] = wave(i / FS); // Assuming wave(t) for t > duration returns 0
+      originalSample[i] = wave(i / FS);
     }
-
     const newSample = modifyFFT(originalSample, filter);
 
-    let temp: number;
-    let prev_value = 0;
-
-    for (let i = 0; i < channel.length; i += 1) {
-      temp = newSample[i];
-      // clip amplitude
-      if (temp > 1) {
-        channel[i] = 1;
-      } else if (temp < -1) {
-        channel[i] = -1;
-      } else {
-        channel[i] = temp;
-      }
-
-      // smoothen out sudden cut-outs
-      if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
-        channel[i] = prev_value * 0.999;
-      }
-
-      prev_value = channel[i];
-    }
+    play_samples(newSample.slice(0, targetSize));
 
-    // Connect data to output destination
-    const source = audioplayer.createBufferSource();
-    source.buffer = theBuffer;
-    source.connect(audioplayer.destination);
-    isPlaying = true;
-    source.start();
-    source.onended = () => {
-      source.disconnect(audioplayer.destination);
-      isPlaying = false;
-    };
     return sound;
   }
 }
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index 5c2927a42d..01b9b9fc38 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -61,7 +61,6 @@ export {
   triangle_sound,
   trombone,
   violin,
-  // FFT
-  lowPassFilter,
-  playFFT
+  play_samples,
+  play_filtered
 } from './functions';
diff --git a/src/bundles/sound/types.ts b/src/bundles/sound/types.ts
index 13700ad47e..7abcf1e651 100644
--- a/src/bundles/sound/types.ts
+++ b/src/bundles/sound/types.ts
@@ -17,6 +17,7 @@ export type SoundModuleState = {
   audioPlayed: AudioPlayed[]
 };
 
-// FFT
-export type ComplexNumber = Pair<number, number>;
-export type FFTFilter = (frequencyDomain: Array<ComplexNumber>) => Array<ComplexNumber>;
+export type TimeSamples = Array<number>;
+export type FrequencySample = Pair<number, number>;
+export type FrequencySamples = Array<FrequencySample>;
+export type Filter = (freq: FrequencySamples) => FrequencySamples;
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 90dea9268d..9f6c3e8796 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,83 +1,63 @@
 import {
-  pair
+  pair,
+  accumulate,
+  type List
 } from 'js-slang/dist/stdlib/list';
-import {
-  playFFT
-} from '../sound/functions';
-import type {
-  Sound
-} from '../sound/types';
 import type {
+  // TimeSamples,
   FrequencySample,
   FrequencySamples,
   Filter
-} from './types';
+} from '../sound/types';
 
 // TODO: Export FS from 'sound', then import it here.
 // We cannot import yet since we didn't export it.
-// const FS: number = 44100;
+const FS: number = 44100;
 
 // FILTER CREATION
 
-// export function low_pass_filter(frequency: number): Filter {
-//  return (frequencyDomain) => {
-//    const length = frequencyDomain.length;
-//    const ratio = frequency / FS;
-//    const threshold = length * ratio;
-//
-//    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
-//
-//    for (let i = 0; i < length; i++) {
-//      if (i < threshold) {
-//        filteredDomain[i] = frequencyDomain[i];
-//      } else {
-//        filteredDomain[i] = pair(0, 0);
-//      }
-//    }
-//    return filteredDomain;
-//  };
-// }
-//
-// export function high_pass_filter(frequency: number): Filter {
-//  return (frequencyDomain) => {
-//    const length = frequencyDomain.length;
-//    const ratio = frequency / FS;
-//    const threshold = length * ratio;
-//
-//    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
-//
-//    for (let i = 0; i < length; i++) {
-//      if (i > threshold) {
-//        filteredDomain[i] = frequencyDomain[i];
-//      } else {
-//        filteredDomain[i] = pair(0, 0);
-//      }
-//    }
-//    return filteredDomain;
-//  };
-// }
-//
-// export function combine_filters(...filters: Filter[]): Filter {
-//  return (frequencyDomain) => {
-//    let current: FrequencySamples = frequencyDomain;
-//    for (let i = filters.length - 1; i >= 0; i--) {
-//      current = filters[i](current);
-//    }
-//    return current;
-//  };
-// }
+export function low_pass_filter(frequency: number): Filter {
+  return (frequencyDomain) => {
+    const length = frequencyDomain.length;
+    const ratio = frequency / FS;
+    const threshold = length * ratio;
+
+    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
+
+    for (let i = 0; i < length; i++) {
+      if (i < threshold) {
+        filteredDomain[i] = frequencyDomain[i];
+      } else {
+        filteredDomain[i] = pair(0, 0);
+      }
+    }
+    return filteredDomain;
+  };
+}
+
+export function high_pass_filter(frequency: number): Filter {
+  return (frequencyDomain) => {
+    const length = frequencyDomain.length;
+    const ratio = frequency / FS;
+    const threshold = length * ratio;
 
-// PLAY FUNCTIONS
+    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
 
-/*
-export function play_samples(time_samples: TimeSamples): TimeSamples {
-  // idk how to implement this without redeclaring audio_context and all bunch of stuff
-  // probably should move this to 'sound', along with the definition of TimeSamples as well
+    for (let i = 0; i < length; i++) {
+      if (i > threshold) {
+        filteredDomain[i] = frequencyDomain[i];
+      } else {
+        filteredDomain[i] = pair(0, 0);
+      }
+    }
+    return filteredDomain;
+  };
 }
-*/
 
-export function play_filtered(sound: Sound, filter: Filter): Sound {
-  // just use play_samples I guess
-  // for now, lets use my old function
-  return playFFT(sound, filter);
+export function combine_filters(filters: List): Filter {
+  const nullFilter = (x: any) => x;
+  function combine(f1: Filter, f2: Filter) {
+    return (frequencyDomain: FrequencySamples) => f1(f2(frequencyDomain));
+  }
+  return accumulate(combine, nullFilter, filters);
 }
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index e14f6ae63b..13f8362abe 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -8,8 +8,7 @@
  * @author Stuart
  */
 export {
-  //low_pass_filter,
-  //high_pass_filter,
-  //combine_filters,
-  play_filtered
+  low_pass_filter,
+  high_pass_filter,
+  combine_filters,
 } from './functions';
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
deleted file mode 100644
index 26c8dbdf98..0000000000
--- a/src/bundles/sound_fft/types.ts
+++ /dev/null
@@ -1,6 +0,0 @@
-import type { Pair } from 'js-slang/dist/stdlib/list';
-
-export type TimeSamples = Array<number>;
-export type FrequencySample = Pair<number, number>;
-export type FrequencySamples = Array<FrequencySample>;
-export type Filter = (freq: FrequencySamples) => FrequencySamples;

From 0024111aa566f7a38740bd97a80400bf2d4e3133 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Tue, 1 Apr 2025 21:19:08 +0800
Subject: [PATCH 08/22] Move (real, imag) to (magnitude, phase)

---
 src/bundles/sound/functions.ts     | 22 +++++++++++-----------
 src/bundles/sound_fft/functions.ts |  5 +++--
 2 files changed, 14 insertions(+), 13 deletions(-)

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 34e80bfb35..2d55578d03 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -421,21 +421,21 @@ function modifyFFT(samples: Array<number>, filter: Filter): Array<number> {
 
   const values = new Array<FrequencySample>(n);
   for (let i = 0; i < n; i++) {
-    values[i] = pair(frequencyDomain[i * 2], frequencyDomain[i * 2 + 1]);
+    const real = frequencyDomain[i * 2];
+    const imag = frequencyDomain[i * 2 + 1];
+    const magnitude = Math.sqrt(real * real + imag * imag);
+    const phase = Math.atan2(imag, real);
+    values[i] = pair(magnitude, phase);
   }
   const filtered = filter(values);
 
   for (let i = 0; i < n; i++) {
-    frequencyDomain[i * 2] = head(filtered[i]);
-    frequencyDomain[i * 2 + 1] = tail(filtered[i]);
-  }
-
-  // Calculate magnitude
-  const magnitudes = new Array<number>;
-  for (let i = 0; i < n * 2; i += 2) {
-    const realPart = frequencyDomain[i];
-    const imagPart = frequencyDomain[i+1];
-    magnitudes[i/2] = Math.sqrt(realPart * realPart + imagPart * imagPart);
+    const magnitude = head(filtered[i]);
+    const phase = tail(filtered[i]);
+    const real = magnitude * Math.cos(phase);
+    const imag = magnitude * Math.sin(phase);
+    frequencyDomain[i * 2] = real;
+    frequencyDomain[i * 2 + 1] = imag;
   }
 
   fft.inverseTransform(invertedSamples, frequencyDomain);
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 9f6c3e8796..12191cf390 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,5 +1,6 @@
 import {
   pair,
+  tail,
   accumulate,
   type List
 } from 'js-slang/dist/stdlib/list';
@@ -28,7 +29,7 @@ export function low_pass_filter(frequency: number): Filter {
       if (i < threshold) {
         filteredDomain[i] = frequencyDomain[i];
       } else {
-        filteredDomain[i] = pair(0, 0);
+        filteredDomain[i] = pair(0, tail(frequencyDomain[i]));
       }
     }
     return filteredDomain;
@@ -47,7 +48,7 @@ export function high_pass_filter(frequency: number): Filter {
       if (i > threshold) {
         filteredDomain[i] = frequencyDomain[i];
       } else {
-        filteredDomain[i] = pair(0, 0);
+        filteredDomain[i] = pair(0, tail(frequencyDomain[i]));
       }
     }
     return filteredDomain;

From 91080d7dec4f0ffc4c6401aab2a0aa433cbe5c95 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Tue, 1 Apr 2025 22:12:24 +0800
Subject: [PATCH 09/22] Conversion methods

---
 modules.json                               |  3 -
 src/bundles/sound/functions.ts             | 78 +++++++++-------------
 src/bundles/sound/index.ts                 |  1 +
 src/bundles/sound/types.ts                 |  5 --
 src/bundles/sound_fft/functions.ts         | 63 ++++++++++++++++-
 src/bundles/sound_fft/index.ts             |  6 ++
 src/bundles/sound_fft/types.ts             |  6 ++
 src/bundles/sound_fft_minimal/functions.ts |  5 --
 src/bundles/sound_fft_minimal/index.ts     |  3 -
 src/bundles/sound_fft_minimal/types.ts     |  1 -
 10 files changed, 104 insertions(+), 67 deletions(-)
 create mode 100644 src/bundles/sound_fft/types.ts
 delete mode 100644 src/bundles/sound_fft_minimal/functions.ts
 delete mode 100644 src/bundles/sound_fft_minimal/index.ts
 delete mode 100644 src/bundles/sound_fft_minimal/types.ts

diff --git a/modules.json b/modules.json
index 6f1fd9b0a7..f4d3a6523c 100644
--- a/modules.json
+++ b/modules.json
@@ -50,9 +50,6 @@
   "sound_fft": {
     "tabs": []
   },
-  "sound_fft_minimal": {
-    "tabs": []
-  },
   "scrabble": {
     "tabs": []
   },
diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 2d55578d03..e59e97c662 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -1,5 +1,4 @@
 /* eslint-disable new-cap, @typescript-eslint/naming-convention */
-import FFT from 'fft.js';
 import context from 'js-slang/context';
 import {
   pair,
@@ -12,6 +11,16 @@ import {
   accumulate,
   type List
 } from 'js-slang/dist/stdlib/list';
+import {
+  frequency_to_time,
+  time_to_frequency
+} from '../sound_fft/functions';
+import type {
+  TimeSamples,
+  FrequencySample,
+  FrequencySamples,
+  Filter
+} from '../sound_fft/types';
 import { RIFFWAVE } from './riffwave';
 import type {
   Wave,
@@ -19,10 +28,6 @@ import type {
   SoundProducer,
   SoundTransformer,
   AudioPlayed,
-  TimeSamples,
-  FrequencySample,
-  FrequencySamples,
-  Filter
 } from './types';
 
 // Global Constants and Variables
@@ -402,48 +407,31 @@ function next_power_of_2(x: number): number {
   }
 }
 
+// Pad to power-of-2
+export function sound_to_time_samples(sound: Sound): TimeSamples {
+  const baseSize = Math.ceil(FS * get_duration(sound));
+  const sampleSize = next_power_of_2(baseSize);
+  const wave = get_wave(sound);
+
+  const sample = new Array(sampleSize);
+  for (let i = 0; i < sampleSize; i += 1) {
+    sample[i] = wave(i / FS);
+  }
+
+  return sample;
+}
+
 /**
  * Modify the given sound samples using FFT
  *
  * @param samples the sound samples of size 2^n
  * @return a Array(2^n) containing the modified samples
  */
-function modifyFFT(samples: Array<number>, filter: Filter): Array<number> {
-  const n = samples.length;
-
-  const fft = new FFT(n);
-  const frequencyDomain = fft.createComplexArray();
-  const invertedSamples = fft.createComplexArray();
-  const fullSamples = fft.createComplexArray();
-
-  fft.toComplexArray(samples, fullSamples);
-  fft.transform(frequencyDomain, fullSamples);
-
-  const values = new Array<FrequencySample>(n);
-  for (let i = 0; i < n; i++) {
-    const real = frequencyDomain[i * 2];
-    const imag = frequencyDomain[i * 2 + 1];
-    const magnitude = Math.sqrt(real * real + imag * imag);
-    const phase = Math.atan2(imag, real);
-    values[i] = pair(magnitude, phase);
-  }
-  const filtered = filter(values);
-
-  for (let i = 0; i < n; i++) {
-    const magnitude = head(filtered[i]);
-    const phase = tail(filtered[i]);
-    const real = magnitude * Math.cos(phase);
-    const imag = magnitude * Math.sin(phase);
-    frequencyDomain[i * 2] = real;
-    frequencyDomain[i * 2 + 1] = imag;
-  }
-
-  fft.inverseTransform(invertedSamples, frequencyDomain);
-
-  const finalSamples = new Array<number>(samples.length);
-  fft.fromComplexArray(invertedSamples, finalSamples);
-
-  return finalSamples;
+function modifyFFT(samples: TimeSamples, filter: Filter): TimeSamples {
+  const frequencyDomain = time_to_frequency(samples);
+  const filtered = filter(frequencyDomain);
+  const timeSamples = frequency_to_time(filtered);
+  return timeSamples;
 }
 
 export function play_samples(samples: TimeSamples): TimeSamples {
@@ -522,13 +510,7 @@ export function play_filtered(sound: Sound, filter: Filter): Sound {
     }
 
     const targetSize = Math.ceil(FS * get_duration(sound));
-    const sampleSize = next_power_of_2(targetSize);
-    const wave = get_wave(sound);
-
-    const originalSample = new Array(sampleSize);
-    for (let i = 0; i < sampleSize; i += 1) {
-      originalSample[i] = wave(i / FS);
-    }
+    const originalSample = sound_to_time_samples(sound);
     const newSample = modifyFFT(originalSample, filter);
 
     play_samples(newSample.slice(0, targetSize));
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index 01b9b9fc38..487c038d1a 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -61,6 +61,7 @@ export {
   triangle_sound,
   trombone,
   violin,
+  sound_to_time_samples,
   play_samples,
   play_filtered
 } from './functions';
diff --git a/src/bundles/sound/types.ts b/src/bundles/sound/types.ts
index 7abcf1e651..5788c017c8 100644
--- a/src/bundles/sound/types.ts
+++ b/src/bundles/sound/types.ts
@@ -16,8 +16,3 @@ export type AudioPlayed = {
 export type SoundModuleState = {
   audioPlayed: AudioPlayed[]
 };
-
-export type TimeSamples = Array<number>;
-export type FrequencySample = Pair<number, number>;
-export type FrequencySamples = Array<FrequencySample>;
-export type Filter = (freq: FrequencySamples) => FrequencySamples;
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 12191cf390..79ddd07608 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,20 +1,79 @@
+import FFT from 'fft.js';
 import {
   pair,
+  head,
   tail,
   accumulate,
   type List
 } from 'js-slang/dist/stdlib/list';
 import type {
-  // TimeSamples,
+  TimeSamples,
   FrequencySample,
   FrequencySamples,
   Filter
-} from '../sound/types';
+} from './types';
 
 // TODO: Export FS from 'sound', then import it here.
 // We cannot import yet since we didn't export it.
 const FS: number = 44100;
 
+// CONVERSION
+
+export function time_to_frequency(time_samples: TimeSamples): FrequencySamples {
+  const n = time_samples.length;
+  const fft = new FFT(n);
+
+  const flatDomain = fft.createComplexArray();
+  const fullSamples = fft.createComplexArray();
+
+  fft.toComplexArray(time_samples, fullSamples);
+  fft.transform(flatDomain, fullSamples);
+
+  const frequencyDomain = new Array(n);
+  for (let i = 0; i < n; i++) {
+    const real = flatDomain[i * 2];
+    const imag = flatDomain[i * 2 + 1];
+    const magnitude = Math.sqrt(real * real + imag * imag);
+    const phase = Math.atan2(imag, real);
+    frequencyDomain[i] = pair(magnitude, phase);
+  }
+
+  return frequencyDomain;
+}
+
+export function frequency_to_time(frequency_samples: FrequencySamples): TimeSamples {
+  const n = frequency_samples.length;
+  const fft = new FFT(n);
+
+  const timeDomain = fft.createComplexArray();
+  const flatDomain = fft.createComplexArray();
+
+  for (let i = 0; i < n; i++) {
+    const magnitude = get_magnitude(frequency_samples[i]);
+    const phase = get_phase(frequency_samples[i]);
+    const real = magnitude * Math.cos(phase);
+    const imag = magnitude * Math.sin(phase);
+    flatDomain[i * 2] = real;
+    flatDomain[i * 2 + 1] = imag;
+  }
+
+  fft.inverseTransform(timeDomain, flatDomain);
+
+  const timeSamples = new Array(n);
+  fft.fromComplexArray(timeDomain, timeSamples);
+  return timeSamples;
+}
+
+// MAGNITUDE and PHASE
+
+export function get_magnitude(frequency_sample: FrequencySample): number {
+  return head(frequency_sample);
+}
+
+export function get_phase(frequency_sample: FrequencySample): number {
+  return tail(frequency_sample);
+}
+
 // FILTER CREATION
 
 export function low_pass_filter(frequency: number): Filter {
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index 13f8362abe..97e22226bd 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -11,4 +11,10 @@ export {
   low_pass_filter,
   high_pass_filter,
   combine_filters,
+
+  get_magnitude,
+  get_phase,
+
+  frequency_to_time,
+  time_to_frequency
 } from './functions';
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
new file mode 100644
index 0000000000..26c8dbdf98
--- /dev/null
+++ b/src/bundles/sound_fft/types.ts
@@ -0,0 +1,6 @@
+import type { Pair } from 'js-slang/dist/stdlib/list';
+
+export type TimeSamples = Array<number>;
+export type FrequencySample = Pair<number, number>;
+export type FrequencySamples = Array<FrequencySample>;
+export type Filter = (freq: FrequencySamples) => FrequencySamples;
diff --git a/src/bundles/sound_fft_minimal/functions.ts b/src/bundles/sound_fft_minimal/functions.ts
deleted file mode 100644
index 90a5fb6193..0000000000
--- a/src/bundles/sound_fft_minimal/functions.ts
+++ /dev/null
@@ -1,5 +0,0 @@
-import {
-  playFFT
-} from '../sound/functions';
-  
-export function hello_world(): void {}
diff --git a/src/bundles/sound_fft_minimal/index.ts b/src/bundles/sound_fft_minimal/index.ts
deleted file mode 100644
index 87f2f55f6a..0000000000
--- a/src/bundles/sound_fft_minimal/index.ts
+++ /dev/null
@@ -1,3 +0,0 @@
-export {
-  hello_world
-} from './functions';
diff --git a/src/bundles/sound_fft_minimal/types.ts b/src/bundles/sound_fft_minimal/types.ts
deleted file mode 100644
index e9b6a44cfe..0000000000
--- a/src/bundles/sound_fft_minimal/types.ts
+++ /dev/null
@@ -1 +0,0 @@
-// nothing

From 3ea803011eac5e38b7c3350fcde38ee94713028a Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 2 Apr 2025 12:44:57 +0800
Subject: [PATCH 10/22] Added play_samples_in_tab

---
 src/bundles/sound/functions.ts | 52 ++++++++++++++++++++++++++++++++++
 src/bundles/sound/index.ts     |  1 +
 2 files changed, 53 insertions(+)

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index e59e97c662..c20e59bf47 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -317,6 +317,58 @@ export function play_wave(wave: Wave, duration: number): Sound {
   return play(make_sound(wave, duration));
 }
 
+export function play_samples_in_tab(samples: TimeSamples): TimeSamples {
+  // Instantiate audio context if it has not been instantiated.
+  if (!audioplayer) {
+    init_audioCtx();
+  }
+
+  // Create mono buffer
+  const channel: number[] = [];
+  const len = samples.length;
+
+  let temp: number;
+  let prev_value = 0;
+
+  for (let i = 0; i < len; i += 1) {
+    temp = samples[i];
+    // clip amplitude
+    // channel[i] = temp > 1 ? 1 : temp < -1 ? -1 : temp;
+    if (temp > 1) {
+      channel[i] = 1;
+    } else if (temp < -1) {
+      channel[i] = -1;
+    } else {
+      channel[i] = temp;
+    }
+
+    // smoothen out sudden cut-outs
+    if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
+      channel[i] = prev_value * 0.999;
+    }
+
+    prev_value = channel[i];
+  }
+
+  // quantize
+  for (let i = 0; i < channel.length; i += 1) {
+    channel[i] = Math.floor(channel[i] * 32767.999);
+  }
+
+  const riffwave = new RIFFWAVE([]);
+  riffwave.header.sampleRate = FS;
+  riffwave.header.numChannels = 1;
+  riffwave.header.bitsPerSample = 16;
+  riffwave.Make(channel);
+
+  const soundToPlay = {
+    toReplString: () => '<AudioPlayed>',
+    dataUri: riffwave.dataURI
+  };
+  audioPlayed.push(soundToPlay);
+  return samples;
+}
+
 /**
  * Plays the given Sound using the computer’s sound device.
  * The sound is added to a list of sounds to be played one-at-a-time
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index 487c038d1a..8848b5820c 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -62,6 +62,7 @@ export {
   trombone,
   violin,
   sound_to_time_samples,
+  play_samples_in_tab,
   play_samples,
   play_filtered
 } from './functions';

From 050a3cf741701ab5ce8474551be061d9cf782b87 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 2 Apr 2025 14:12:35 +0800
Subject: [PATCH 11/22] Added methods to plot time-domain and frequency-domain
 samples in plotly method

---
 src/bundles/plotly/functions.ts       | 105 +++++++++++++++++++++++++-
 src/bundles/plotly/index.ts           |   4 +-
 src/bundles/plotly/sound_functions.ts |  10 +++
 3 files changed, 117 insertions(+), 2 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index 903dab89de..6ffd013629 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -6,6 +6,11 @@
 import context from 'js-slang/context';
 import Plotly, { type Data, type Layout } from 'plotly.js-dist';
 import { type Sound } from '../sound/types';
+import type {
+  TimeSamples,
+  FrequencySample,
+  FrequencySamples,
+} from '../sound_fft/types';
 import { generatePlot } from './curve_functions';
 import {
   type Curve,
@@ -14,7 +19,7 @@ import {
   DrawnPlot,
   type ListOfPairs
 } from './plotly';
-import { get_duration, get_wave, is_sound } from './sound_functions';
+import { get_duration, get_wave, is_sound, get_magnitude } from './sound_functions';
 
 const drawnPlots: (CurvePlot | DrawnPlot)[] = [];
 
@@ -463,6 +468,104 @@ export const draw_sound_2d = (sound: Sound) => {
   }
 };
 
+/**
+ * Visualizes time-domain samples of a sound on a 2d line graph
+ * @param samples the time-domain samples of a sound to be visualized on plotly
+ */
+export const draw_sound_time_samples_2d = (samples: TimeSamples) => {
+  const FS: number = 44100; // Output sample rate
+  
+  const x_s: number[] = [];
+  const y_s: number[] = [];
+  const len: number = samples.length;
+
+  for (let i = 0; i < len; i += 1) {
+    x_s.push(i / FS);
+    y_s.push(samples[i]);
+  }
+
+  const plotlyData: Data = {
+    x: x_s,
+    y: y_s
+  };
+  const plot = new CurvePlot(
+    draw_new_curve,
+    {
+      ...plotlyData,
+      type: 'scattergl',
+      mode: 'lines',
+      line: { width: 0.5 }
+    } as Data,
+    {
+      xaxis: {
+        type: 'linear',
+        title: 'Time',
+        anchor: 'y',
+        position: 0,
+        rangeslider: { visible: true }
+      },
+      yaxis: {
+        type: 'linear',
+        visible: false
+      },
+      bargap: 0.2,
+      barmode: 'stack'
+    }
+  );
+  if (drawnPlots) drawnPlots.push(plot);
+};
+
+/**
+ * Visualizes frequency-domain samples of a sound on a 2d line graph
+ * @param samples the frequency-domain samples of a sound to be visualized on plotly
+ */
+export const draw_sound_frequency_samples_2d = (samples: FrequencySamples) => {
+  const FS: number = 44100; // Output sample rate
+  
+  const x_s: number[] = [];
+  const y_s: number[] = [];
+  const len: number = samples.length;
+
+  for (let i = 0; i < len / 2; i += 1) {
+    const bin_freq: number = i * FS / len;
+    const sample: FrequencySample = samples[i];
+    const magnitude: number = get_magnitude(sample);
+
+    x_s.push(bin_freq);
+    y_s.push(magnitude);
+  }
+
+  const plotlyData: Data = {
+    x: x_s,
+    y: y_s
+  };
+  const plot = new CurvePlot(
+    draw_new_curve,
+    {
+      ...plotlyData,
+      type: 'scattergl',
+      mode: 'lines',
+      line: { width: 0.5 }
+    } as Data,
+    {
+      xaxis: {
+        type: 'linear',
+        title: 'Frequency',
+        anchor: 'y',
+        position: 0,
+        rangeslider: { visible: true }
+      },
+      yaxis: {
+        type: 'linear',
+        visible: false
+      },
+      bargap: 0.2,
+      barmode: 'stack'
+    }
+  );
+  if (drawnPlots) drawnPlots.push(plot);
+};
+
 function draw_new_curve(divId: string, data: Data, layout: Partial<Layout>) {
   Plotly.react(divId, [data], layout);
 }
diff --git a/src/bundles/plotly/index.ts b/src/bundles/plotly/index.ts
index e588d53add..3d37769d90 100644
--- a/src/bundles/plotly/index.ts
+++ b/src/bundles/plotly/index.ts
@@ -10,5 +10,7 @@ export {
   draw_connected_3d,
   draw_points_2d,
   draw_points_3d,
-  draw_sound_2d
+  draw_sound_2d,
+  draw_sound_time_samples_2d,
+  draw_sound_frequency_samples_2d
 } from './functions';
diff --git a/src/bundles/plotly/sound_functions.ts b/src/bundles/plotly/sound_functions.ts
index 42ad074af3..e9a1b77f13 100644
--- a/src/bundles/plotly/sound_functions.ts
+++ b/src/bundles/plotly/sound_functions.ts
@@ -4,6 +4,7 @@ import {
   is_pair
 } from 'js-slang/dist/stdlib/list';
 import { type Sound, type Wave } from '../sound/types';
+import { type FrequencySample } from '../sound_fft/types';
 export function is_sound(x: any): x is Sound {
   return (
     is_pair(x)
@@ -31,3 +32,12 @@ export function get_wave(sound: Sound): Wave {
 export function get_duration(sound: Sound): number {
   return tail(sound);
 }
+/**
+ * Accesses the magnitude of a given frequency sample.
+ *
+ * @param frequency_sample given frequency sample
+ * @return the magnitude of the frequency sample
+ */
+export function get_magnitude(frequency_sample: FrequencySample): number {
+  return head(frequency_sample);
+}

From beb83d3828969b8390f86a607f95bfa471524465 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 2 Apr 2025 14:16:42 +0800
Subject: [PATCH 12/22] Remove trailing spaces

---
 src/bundles/plotly/functions.ts | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index 6ffd013629..abb176caa6 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -474,7 +474,7 @@ export const draw_sound_2d = (sound: Sound) => {
  */
 export const draw_sound_time_samples_2d = (samples: TimeSamples) => {
   const FS: number = 44100; // Output sample rate
-  
+
   const x_s: number[] = [];
   const y_s: number[] = [];
   const len: number = samples.length;
@@ -521,7 +521,7 @@ export const draw_sound_time_samples_2d = (samples: TimeSamples) => {
  */
 export const draw_sound_frequency_samples_2d = (samples: FrequencySamples) => {
   const FS: number = 44100; // Output sample rate
-  
+
   const x_s: number[] = [];
   const y_s: number[] = [];
   const len: number = samples.length;

From efb7f0e6bb1a613197101d454da3f9a0fb24006f Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Sun, 6 Apr 2025 18:01:01 +0800
Subject: [PATCH 13/22] Added direct conversions between Sound and
 FrequencyList in sound_fft

---
 src/bundles/sound_fft/functions.ts       | 59 ++++++++++++++++++++++++
 src/bundles/sound_fft/index.ts           |  4 +-
 src/bundles/sound_fft/sound_functions.ts | 56 ++++++++++++++++++++++
 src/bundles/sound_fft/types.ts           |  3 +-
 4 files changed, 119 insertions(+), 3 deletions(-)
 create mode 100644 src/bundles/sound_fft/sound_functions.ts

diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 79ddd07608..831a6211a7 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -4,14 +4,23 @@ import {
   head,
   tail,
   accumulate,
+  list_to_vector,
+  vector_to_list,
   type List
 } from 'js-slang/dist/stdlib/list';
 import type {
   TimeSamples,
   FrequencySample,
   FrequencySamples,
+  FrequencyList,
   Filter
 } from './types';
+import type { Sound } from '../sound/types';
+import {
+  make_sound,
+  get_wave,
+  get_duration
+} from './sound_functions';
 
 // TODO: Export FS from 'sound', then import it here.
 // We cannot import yet since we didn't export it.
@@ -64,6 +73,56 @@ export function frequency_to_time(frequency_samples: FrequencySamples): TimeSamp
   return timeSamples;
 }
 
+function next_power_of_2(x: number): number {
+  const lowerPowerOf2: number = 1 << 31 - Math.clz32(x);
+  if (lowerPowerOf2 == x) {
+    return lowerPowerOf2;
+  } else {
+    return lowerPowerOf2 * 2;
+  }
+}
+
+// Pad to power-of-2
+export function sound_to_time_samples(sound: Sound): TimeSamples {
+  const baseSize = Math.ceil(FS * get_duration(sound));
+  const sampleSize = next_power_of_2(baseSize);
+  const wave = get_wave(sound);
+
+  const sample = new Array(sampleSize);
+  for (let i = 0; i < sampleSize; i += 1) {
+    sample[i] = wave(i / FS);
+  }
+
+  return sample;
+}
+
+export function time_samples_to_sound(time_samples: TimeSamples): Sound {
+  const duration = time_samples.length / FS;
+  return make_sound((t) => {
+    const index = t * FS;
+    const lowerIndex = Math.floor(index);
+    const upperIndex = lowerIndex + 1;
+    const ratio = index - lowerIndex;
+    const upper = time_samples[upperIndex] ? time_samples[upperIndex] : 0;
+    const lower = time_samples[lowerIndex] ? time_samples[lowerIndex] : 0;
+    return lower * (1 - ratio) + upper * ratio;
+  }, duration);
+}
+
+export function sound_to_frequency(sound: Sound): FrequencyList {
+  const time_samples: TimeSamples = sound_to_time_samples(sound);
+  const frequency_samples: FrequencySamples = time_to_frequency(time_samples);
+  const frequency_list: FrequencyList = vector_to_list(frequency_samples);
+  return frequency_list;
+}
+
+export function frequency_to_sound(frequency_list: FrequencyList): Sound {
+  const frequency_samples: FrequencySamples = list_to_vector(frequency_list);
+  const time_samples: TimeSamples = frequency_to_time(frequency_samples);
+  const sound: Sound = time_samples_to_sound(time_samples);
+  return sound;
+}
+
 // MAGNITUDE and PHASE
 
 export function get_magnitude(frequency_sample: FrequencySample): number {
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index 97e22226bd..890bc75448 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -15,6 +15,6 @@ export {
   get_magnitude,
   get_phase,
 
-  frequency_to_time,
-  time_to_frequency
+  frequency_to_sound,
+  sound_to_frequency
 } from './functions';
diff --git a/src/bundles/sound_fft/sound_functions.ts b/src/bundles/sound_fft/sound_functions.ts
new file mode 100644
index 0000000000..f02b953cfb
--- /dev/null
+++ b/src/bundles/sound_fft/sound_functions.ts
@@ -0,0 +1,56 @@
+import {
+  head,
+  tail,
+  pair,
+  is_pair
+} from 'js-slang/dist/stdlib/list';
+import { type Sound, type Wave } from '../sound/types';
+
+export function is_sound(x: any): x is Sound {
+  return (
+    is_pair(x)
+        && typeof get_wave(x) === 'function'
+        && typeof get_duration(x) === 'number'
+  );
+}
+
+/**
+ * Makes a Sound with given wave function and duration.
+ * The wave function is a function: number -> number
+ * that takes in a non-negative input time and returns an amplitude
+ * between -1 and 1.
+ *
+ * @param wave wave function of the Sound
+ * @param duration duration of the Sound
+ * @return with wave as wave function and duration as duration
+ * @example const s = make_sound(t => Math_sin(2 * Math_PI * 440 * t), 5);
+ */
+export function make_sound(wave: Wave, duration: number): Sound {
+  if (duration < 0) {
+    throw new Error('Sound duration must be greater than or equal to 0');
+  }
+
+  return pair((t: number) => (t >= duration ? 0 : wave(t)), duration);
+}
+
+/**
+ * Accesses the wave function of a given Sound.
+ *
+ * @param sound given Sound
+ * @return the wave function of the Sound
+ * @example get_wave(make_sound(t => Math_sin(2 * Math_PI * 440 * t), 5)); // Returns t => Math_sin(2 * Math_PI * 440 * t)
+ */
+export function get_wave(sound: Sound): Wave {
+  return head(sound);
+}
+
+/**
+ * Accesses the duration of a given Sound.
+ *
+ * @param sound given Sound
+ * @return the duration of the Sound
+ * @example get_duration(make_sound(t => Math_sin(2 * Math_PI * 440 * t), 5)); // Returns 5
+ */
+export function get_duration(sound: Sound): number {
+  return tail(sound);
+}
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
index 26c8dbdf98..64782bba2c 100644
--- a/src/bundles/sound_fft/types.ts
+++ b/src/bundles/sound_fft/types.ts
@@ -1,6 +1,7 @@
-import type { Pair } from 'js-slang/dist/stdlib/list';
+import type { Pair, List } from 'js-slang/dist/stdlib/list';
 
 export type TimeSamples = Array<number>;
 export type FrequencySample = Pair<number, number>;
 export type FrequencySamples = Array<FrequencySample>;
+export type FrequencyList = List;
 export type Filter = (freq: FrequencySamples) => FrequencySamples;

From 2aa1593fccac7b0c93ee29fc32e957eb59e89936 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Sun, 6 Apr 2025 19:43:54 +0800
Subject: [PATCH 14/22] Changed draw_sound_frequency_2d to accept FrequencyList
 and removed draw_sound_time_samples_2d

---
 src/bundles/plotly/functions.ts | 62 +++++----------------------------
 src/bundles/plotly/index.ts     |  3 +-
 2 files changed, 9 insertions(+), 56 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index abb176caa6..15d8733368 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -5,11 +5,11 @@
 
 import context from 'js-slang/context';
 import Plotly, { type Data, type Layout } from 'plotly.js-dist';
+import { list_to_vector } from 'js-slang/dist/stdlib/list';
 import { type Sound } from '../sound/types';
 import type {
-  TimeSamples,
   FrequencySample,
-  FrequencySamples,
+  FrequencyList,
 } from '../sound_fft/types';
 import { generatePlot } from './curve_functions';
 import {
@@ -468,67 +468,21 @@ export const draw_sound_2d = (sound: Sound) => {
   }
 };
 
-/**
- * Visualizes time-domain samples of a sound on a 2d line graph
- * @param samples the time-domain samples of a sound to be visualized on plotly
- */
-export const draw_sound_time_samples_2d = (samples: TimeSamples) => {
-  const FS: number = 44100; // Output sample rate
-
-  const x_s: number[] = [];
-  const y_s: number[] = [];
-  const len: number = samples.length;
-
-  for (let i = 0; i < len; i += 1) {
-    x_s.push(i / FS);
-    y_s.push(samples[i]);
-  }
-
-  const plotlyData: Data = {
-    x: x_s,
-    y: y_s
-  };
-  const plot = new CurvePlot(
-    draw_new_curve,
-    {
-      ...plotlyData,
-      type: 'scattergl',
-      mode: 'lines',
-      line: { width: 0.5 }
-    } as Data,
-    {
-      xaxis: {
-        type: 'linear',
-        title: 'Time',
-        anchor: 'y',
-        position: 0,
-        rangeslider: { visible: true }
-      },
-      yaxis: {
-        type: 'linear',
-        visible: false
-      },
-      bargap: 0.2,
-      barmode: 'stack'
-    }
-  );
-  if (drawnPlots) drawnPlots.push(plot);
-};
-
 /**
  * Visualizes frequency-domain samples of a sound on a 2d line graph
- * @param samples the frequency-domain samples of a sound to be visualized on plotly
+ * @param frequencies the frequency-domain samples of a sound to be visualized on plotly
  */
-export const draw_sound_frequency_samples_2d = (samples: FrequencySamples) => {
+export const draw_sound_frequency_2d = (frequencies: FrequencyList) => {
   const FS: number = 44100; // Output sample rate
 
   const x_s: number[] = [];
   const y_s: number[] = [];
-  const len: number = samples.length;
+  const frequencies_arr: FrequencySample[] = list_to_vector(frequencies);
+  const len: number = frequencies_arr.length;
 
-  for (let i = 0; i < len / 2; i += 1) {
+  for (let i = 0; i < len; i += 1) {
     const bin_freq: number = i * FS / len;
-    const sample: FrequencySample = samples[i];
+    const sample: FrequencySample = frequencies_arr[i];
     const magnitude: number = get_magnitude(sample);
 
     x_s.push(bin_freq);
diff --git a/src/bundles/plotly/index.ts b/src/bundles/plotly/index.ts
index 3d37769d90..9960de1c98 100644
--- a/src/bundles/plotly/index.ts
+++ b/src/bundles/plotly/index.ts
@@ -11,6 +11,5 @@ export {
   draw_points_2d,
   draw_points_3d,
   draw_sound_2d,
-  draw_sound_time_samples_2d,
-  draw_sound_frequency_samples_2d
+  draw_sound_frequency_2d
 } from './functions';

From 0cabe2be1158e9266892a5c919a27569efd425b8 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Mon, 7 Apr 2025 20:48:19 +0800
Subject: [PATCH 15/22] WIP: low_pass_filter not running with large lists

---
 src/bundles/sound/functions.ts     |  74 +++---
 src/bundles/sound/index.ts         |   2 +-
 src/bundles/sound_fft/functions.ts | 104 ++++----
 src/bundles/sound_fft/list.ts      | 372 +++++++++++++++++++++++++++++
 src/bundles/sound_fft/types.ts     |   2 +-
 5 files changed, 473 insertions(+), 81 deletions(-)
 create mode 100644 src/bundles/sound_fft/list.ts

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index c20e59bf47..f75dec9905 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -473,18 +473,18 @@ export function sound_to_time_samples(sound: Sound): TimeSamples {
   return sample;
 }
 
-/**
- * Modify the given sound samples using FFT
- *
- * @param samples the sound samples of size 2^n
- * @return a Array(2^n) containing the modified samples
- */
-function modifyFFT(samples: TimeSamples, filter: Filter): TimeSamples {
-  const frequencyDomain = time_to_frequency(samples);
-  const filtered = filter(frequencyDomain);
-  const timeSamples = frequency_to_time(filtered);
-  return timeSamples;
-}
+///**
+// * Modify the given sound samples using FFT
+// *
+// * @param samples the sound samples of size 2^n
+// * @return a Array(2^n) containing the modified samples
+// */
+//function modifyFFT(samples: TimeSamples, filter: Filter): TimeSamples {
+//  const frequencyDomain = time_to_frequency(samples);
+//  const filtered = filter(frequencyDomain);
+//  const timeSamples = frequency_to_time(filtered);
+//  return timeSamples;
+//}
 
 export function play_samples(samples: TimeSamples): TimeSamples {
   if (!audioplayer) {
@@ -545,31 +545,31 @@ export function play_samples(samples: TimeSamples): TimeSamples {
  * @return the given Sound
  * @example play_filtered(sine_sound(440, 5), filter);
  */
-export function play_filtered(sound: Sound, filter: Filter): Sound {
-  // Type-check sound
-  if (!is_sound(sound)) {
-    throw new Error(
-      `${play.name} is expecting sound, but encountered ${sound}`
-    );
-  } else if (get_duration(sound) < 0) {
-    throw new Error(`${play.name}: duration of sound is negative`);
-  } else if (get_duration(sound) === 0) {
-    return sound;
-  } else {
-    // Instantiate audio context if it has not been instantiated.
-    if (!audioplayer) {
-      init_audioCtx();
-    }
-
-    const targetSize = Math.ceil(FS * get_duration(sound));
-    const originalSample = sound_to_time_samples(sound);
-    const newSample = modifyFFT(originalSample, filter);
-
-    play_samples(newSample.slice(0, targetSize));
-
-    return sound;
-  }
-}
+//export function play_filtered(sound: Sound, filter: Filter): Sound {
+//  // Type-check sound
+//  if (!is_sound(sound)) {
+//    throw new Error(
+//      `${play.name} is expecting sound, but encountered ${sound}`
+//    );
+//  } else if (get_duration(sound) < 0) {
+//    throw new Error(`${play.name}: duration of sound is negative`);
+//  } else if (get_duration(sound) === 0) {
+//    return sound;
+//  } else {
+//    // Instantiate audio context if it has not been instantiated.
+//    if (!audioplayer) {
+//      init_audioCtx();
+//    }
+//
+//    const targetSize = Math.ceil(FS * get_duration(sound));
+//    const originalSample = sound_to_time_samples(sound);
+//    const newSample = modifyFFT(originalSample, filter);
+//
+//    play_samples(newSample.slice(0, targetSize));
+//
+//    return sound;
+//  }
+//}
 
 /**
  * Plays the given Sound using the computer’s sound device
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index 8848b5820c..8ff00fb1cf 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -64,5 +64,5 @@ export {
   sound_to_time_samples,
   play_samples_in_tab,
   play_samples,
-  play_filtered
+  //play_filtered
 } from './functions';
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 831a6211a7..cff96ae4b0 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,13 +1,31 @@
 import FFT from 'fft.js';
+import {
+  //pair,
+  //head,
+  //tail,
+  //length,
+  //list,
+  //accumulate,
+  //list_to_vector,
+  //vector_to_list,
+  type List
+} from 'js-slang/dist/stdlib/list';
 import {
   pair,
   head,
   tail,
+  length,
+  list,
   accumulate,
   list_to_vector,
-  vector_to_list,
-  type List
-} from 'js-slang/dist/stdlib/list';
+  vector_to_list
+} from './list';
+import type { Sound } from '../sound/types';
+import {
+  make_sound,
+  get_wave,
+  get_duration
+} from './sound_functions';
 import type {
   TimeSamples,
   FrequencySample,
@@ -15,12 +33,6 @@ import type {
   FrequencyList,
   Filter
 } from './types';
-import type { Sound } from '../sound/types';
-import {
-  make_sound,
-  get_wave,
-  get_duration
-} from './sound_functions';
 
 // TODO: Export FS from 'sound', then import it here.
 // We cannot import yet since we didn't export it.
@@ -136,47 +148,55 @@ export function get_phase(frequency_sample: FrequencySample): number {
 // FILTER CREATION
 
 export function low_pass_filter(frequency: number): Filter {
-  return (frequencyDomain) => {
-    const length = frequencyDomain.length;
-    const ratio = frequency / FS;
-    const threshold = length * ratio;
-
-    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
-
-    for (let i = 0; i < length; i++) {
-      if (i < threshold) {
-        filteredDomain[i] = frequencyDomain[i];
-      } else {
-        filteredDomain[i] = pair(0, tail(frequencyDomain[i]));
-      }
-    }
-    return filteredDomain;
-  };
+  function filter(freqList: FrequencyList) {
+    const len = length(freqList);
+    const threshold = len * frequency / 44100;
+
+    const val = accumulate(
+      (sample, acc) => pair(
+        head(acc) - 1,
+        pair(
+          head(acc) < threshold ? sample : pair(0, tail(sample)),
+          tail(acc)
+        )
+      ),
+      pair(len - 1, list()),
+      freqList
+    );
+
+    return tail(val);
+  }
+
+  return filter;
 }
 
 export function high_pass_filter(frequency: number): Filter {
-  return (frequencyDomain) => {
-    const length = frequencyDomain.length;
-    const ratio = frequency / FS;
-    const threshold = length * ratio;
-
-    const filteredDomain: FrequencySamples = new Array<FrequencySample>(length);
-
-    for (let i = 0; i < length; i++) {
-      if (i > threshold) {
-        filteredDomain[i] = frequencyDomain[i];
-      } else {
-        filteredDomain[i] = pair(0, tail(frequencyDomain[i]));
-      }
-    }
-    return filteredDomain;
-  };
+  function filter(freqList: FrequencyList) {
+    const len = length(freqList);
+    const threshold = len * frequency / 44100;
+
+    const val = accumulate(
+      (sample, acc) => pair(
+        head(acc) - 1,
+        pair(
+          head(acc) >= threshold ? sample : pair(0, tail(sample)),
+          tail(acc)
+        )
+      ),
+      pair(len - 1, list()),
+      freqList
+    );
+
+    return tail(val);
+  }
+
+  return filter;
 }
 
 export function combine_filters(filters: List): Filter {
   const nullFilter = (x: any) => x;
   function combine(f1: Filter, f2: Filter) {
-    return (frequencyDomain: FrequencySamples) => f1(f2(frequencyDomain));
+    return (frequencyDomain: FrequencyList) => f1(f2(frequencyDomain));
   }
   return accumulate(combine, nullFilter, filters);
 }
diff --git a/src/bundles/sound_fft/list.ts b/src/bundles/sound_fft/list.ts
new file mode 100644
index 0000000000..461fd31b9a
--- /dev/null
+++ b/src/bundles/sound_fft/list.ts
@@ -0,0 +1,372 @@
+/* eslint-disable no-else-return, no-lonely-if, operator-assignment, prefer-template */
+
+// list.js: Supporting lists in the Scheme style, using pairs made
+//          up of two-element JavaScript array (vector)
+
+// Author: Martin Henz
+
+// Note: this library is used in the externalLibs of cadet-frontend.
+// It is distinct from the LISTS library of Source §2, which contains
+// primitive and predeclared functions from Chapter 2 of SICP JS.
+
+// array test works differently for Rhino and
+// the Firefox environment (especially Web Console)
+export function array_test(x): boolean {
+  if (Array.isArray === undefined) {
+    return x instanceof Array;
+  } else {
+    return Array.isArray(x);
+  }
+}
+
+// pair constructs a pair using a two-element array
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function pair(x, xs): [any, any] {
+  return [x, xs];
+}
+
+// is_pair returns true iff arg is a two-element array
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function is_pair(x): boolean {
+  return array_test(x) && x.length === 2;
+}
+
+// head returns the first component of the given pair,
+// throws an exception if the argument is not a pair
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function head(xs): any {
+  if (is_pair(xs)) {
+    return xs[0];
+  } else {
+    throw new Error(
+      'head(xs) expects a pair as argument xs, but encountered ' + xs
+    );
+  }
+}
+
+// tail returns the second component of the given pair
+// throws an exception if the argument is not a pair
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function tail(xs) {
+  if (is_pair(xs)) {
+    return xs[1];
+  } else {
+    throw new Error(
+      'tail(xs) expects a pair as argument xs, but encountered ' + xs
+    );
+  }
+}
+
+// is_null returns true if arg is exactly null
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function is_null(xs) {
+  return xs === null;
+}
+
+// is_list recurses down the list and checks that it ends with the empty list []
+// does not throw Value exceptions
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function is_list(xs) {
+  for (; ; xs = tail(xs)) {
+    if (is_null(xs)) {
+      return true;
+    } else if (!is_pair(xs)) {
+      return false;
+    }
+  }
+}
+
+// list makes a list out of its arguments
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function list(...args) {
+  let the_list: any = null;
+  for (let i = args.length - 1; i >= 0; i--) {
+    the_list = pair(args[i], the_list);
+  }
+  return the_list;
+}
+
+// list_to_vector returns vector that contains the elements of the argument list
+// in the given order.
+// list_to_vector throws an exception if the argument is not a list
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function list_to_vector(lst) {
+  const vector: any[] = [];
+  while (!is_null(lst)) {
+    vector.push(head(lst));
+    lst = tail(lst);
+  }
+  return vector;
+}
+
+// vector_to_list returns a list that contains the elements of the argument vector
+// in the given order.
+// vector_to_list throws an exception if the argument is not a vector
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function vector_to_list(vector) {
+  let result: any = null;
+  for (let i = vector.length - 1; i >= 0; i = i - 1) {
+    result = pair(vector[i], result);
+  }
+  return result;
+}
+
+// returns the length of a given argument list
+// throws an exception if the argument is not a list
+export function length(xs) {
+  let i = 0;
+  while (!is_null(xs)) {
+    i += 1;
+    xs = tail(xs);
+  }
+  return i;
+}
+
+// map applies first arg f to the elements of the second argument,
+// assumed to be a list.
+// f is applied element-by-element:
+// map(f,[1,[2,[]]]) results in [f(1),[f(2),[]]]
+// map throws an exception if the second argument is not a list,
+// and if the second argument is a non-empty list and the first
+// argument is not a function.
+// tslint:disable-next-line:ban-types
+export function map(f, xs) {
+  return is_null(xs) ? null : pair(f(head(xs)), map(f, tail(xs)));
+}
+
+// build_list takes a non-negative integer n as first argument,
+// and a function fun as second argument.
+// build_list returns a list of n elements, that results from
+// applying fun to the numbers from 0 to n-1.
+// tslint:disable-next-line:ban-types
+export function build_list(n, fun) {
+  if (typeof n !== 'number' || n < 0 || Math.floor(n) !== n) {
+    throw new Error(
+      'build_list(n, fun) expects a positive integer as '
+        + 'argument n, but encountered '
+        + n
+    );
+  }
+
+  // tslint:disable-next-line:ban-types
+  function build(i, alreadyBuilt) {
+    if (i < 0) {
+      return alreadyBuilt;
+    } else {
+      return build(i - 1, pair(fun(i), alreadyBuilt));
+    }
+  }
+
+  return build(n - 1, null);
+}
+
+// for_each applies first arg fun to the elements of the list passed as
+// second argument. fun is applied element-by-element:
+// for_each(fun,[1,[2,[]]]) results in the calls fun(1) and fun(2).
+// for_each returns true.
+// for_each throws an exception if the second argument is not a list,
+// and if the second argument is a non-empty list and the
+// first argument is not a function.
+// tslint:disable-next-line:ban-types
+export function for_each(fun, xs) {
+  if (!is_list(xs)) {
+    throw new Error(
+      'for_each expects a list as argument xs, but encountered ' + xs
+    );
+  }
+  for (; !is_null(xs); xs = tail(xs)) {
+    fun(head(xs));
+  }
+  return true;
+}
+
+// reverse reverses the argument list
+// reverse throws an exception if the argument is not a list.
+export function reverse(xs) {
+  if (!is_list(xs)) {
+    throw new Error(
+      'reverse(xs) expects a list as argument xs, but encountered ' + xs
+    );
+  }
+  let result: any = null;
+  for (; !is_null(xs); xs = tail(xs)) {
+    result = pair(head(xs), result);
+  }
+  return result;
+}
+
+// append first argument list and second argument list.
+// In the result, the [] at the end of the first argument list
+// is replaced by the second argument list
+// append throws an exception if the first argument is not a list
+export function append(xs, ys) {
+  if (is_null(xs)) {
+    return ys;
+  } else {
+    return pair(head(xs), append(tail(xs), ys));
+  }
+}
+
+// member looks for a given first-argument element in a given
+// second argument list. It returns the first postfix sublist
+// that starts with the given element. It returns [] if the
+// element does not occur in the list
+export function member(v, xs) {
+  for (; !is_null(xs); xs = tail(xs)) {
+    if (head(xs) === v) {
+      return xs;
+    }
+  }
+  return null;
+}
+
+// removes the first occurrence of a given first-argument element
+// in a given second-argument list. Returns the original list
+// if there is no occurrence.
+export function remove(v, xs) {
+  if (is_null(xs)) {
+    return null;
+  } else {
+    if (v === head(xs)) {
+      return tail(xs);
+    } else {
+      return pair(head(xs), remove(v, tail(xs)));
+    }
+  }
+}
+
+// Similar to remove. But removes all instances of v instead of just the first
+export function remove_all(v, xs) {
+  if (is_null(xs)) {
+    return null;
+  } else {
+    if (v === head(xs)) {
+      return remove_all(v, tail(xs));
+    } else {
+      return pair(head(xs), remove_all(v, tail(xs)));
+    }
+  }
+}
+
+// for backwards-compatibility
+// equal computes the structural equality
+// over its arguments
+export function equal(item1, item2) {
+  if (is_pair(item1) && is_pair(item2)) {
+    return equal(head(item1), head(item2)) && equal(tail(item1), tail(item2));
+  } else {
+    return item1 === item2;
+  }
+}
+
+// assoc treats the second argument as an association,
+// a list of (index,value) pairs.
+// assoc returns the first (index,value) pair whose
+// index equal (using structural equality) to the given
+// first argument v. Returns false if there is no such
+// pair
+export function assoc(v, xs) {
+  if (is_null(xs)) {
+    return false;
+  } else if (equal(v, head(head(xs)))) {
+    return head(xs);
+  } else {
+    return assoc(v, tail(xs));
+  }
+}
+
+// filter returns the sublist of elements of given list xs
+// for which the given predicate function returns true.
+// tslint:disable-next-line:ban-types
+export function filter(pred, xs) {
+  if (is_null(xs)) {
+    return xs;
+  } else {
+    if (pred(head(xs))) {
+      return pair(head(xs), filter(pred, tail(xs)));
+    } else {
+      return filter(pred, tail(xs));
+    }
+  }
+}
+
+// enumerates numbers starting from start,
+// using a step size of 1, until the number
+// exceeds end.
+export function enum_list(start, end) {
+  if (typeof start !== 'number') {
+    throw new Error(
+      'enum_list(start, end) expects a number as argument start, but encountered '
+        + start
+    );
+  }
+  if (typeof end !== 'number') {
+    throw new Error(
+      'enum_list(start, end) expects a number as argument start, but encountered '
+        + end
+    );
+  }
+  if (start > end) {
+    return null;
+  } else {
+    return pair(start, enum_list(start + 1, end));
+  }
+}
+
+// Returns the item in list lst at index n (the first item is at position 0)
+export function list_ref(xs, n) {
+  if (typeof n !== 'number' || n < 0 || Math.floor(n) !== n) {
+    throw new Error(
+      'list_ref(xs, n) expects a positive integer as argument n, but encountered '
+        + n
+    );
+  }
+  for (; n > 0; --n) {
+    xs = tail(xs);
+  }
+  return head(xs);
+}
+
+// accumulate applies given operation op to elements of a list
+// in a right-to-left order, first apply op to the last element
+// and an initial element, resulting in r1, then to the
+// second-last element and r1, resulting in r2, etc, and finally
+// to the first element and r_n-1, where n is the length of the
+// list.
+// accumulate(op,zero,list(1,2,3)) results in
+// op(1, op(2, op(3, zero)))
+export function accumulate(op, initial, sequence) {
+  if (is_null(sequence)) {
+    return initial;
+  } else {
+    return op(head(sequence), accumulate(op, initial, tail(sequence)));
+  }
+}
+
+// set_head(xs,x) changes the head of given pair xs to be x,
+// throws an exception if the argument is not a pair
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function set_head(xs, x) {
+  if (is_pair(xs)) {
+    xs[0] = x;
+    return undefined;
+  } else {
+    throw new Error(
+      'set_head(xs,x) expects a pair as argument xs, but encountered ' + xs
+    );
+  }
+}
+
+// set_tail(xs,x) changes the tail of given pair xs to be x,
+// throws an exception if the argument is not a pair
+// LOW-LEVEL FUNCTION, NOT SOURCE
+export function set_tail(xs, x) {
+  if (is_pair(xs)) {
+    xs[1] = x;
+    return undefined;
+  } else {
+    throw new Error(
+      'set_tail(xs,x) expects a pair as argument xs, but encountered ' + xs
+    );
+  }
+}
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
index 64782bba2c..8d8daa0024 100644
--- a/src/bundles/sound_fft/types.ts
+++ b/src/bundles/sound_fft/types.ts
@@ -4,4 +4,4 @@ export type TimeSamples = Array<number>;
 export type FrequencySample = Pair<number, number>;
 export type FrequencySamples = Array<FrequencySample>;
 export type FrequencyList = List;
-export type Filter = (freq: FrequencySamples) => FrequencySamples;
+export type Filter = (freq: FrequencyList) => FrequencyList;

From 9f6c8729021af061f1c04f248bf67f95fc334b94 Mon Sep 17 00:00:00 2001
From: Unknown15082 <trangiahuy15082006@gmail.com>
Date: Tue, 8 Apr 2025 22:04:53 +0800
Subject: [PATCH 16/22] Working filter_sound, low_pass_filter. Augmented
 FrequencyList to include frequency range.

---
 src/bundles/sound/functions.ts     |  80 ------------------
 src/bundles/sound_fft/functions.ts | 131 ++++++++++++++++-------------
 src/bundles/sound_fft/index.ts     |   4 +-
 3 files changed, 77 insertions(+), 138 deletions(-)

diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index f75dec9905..00bab609c6 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -443,49 +443,6 @@ export function play_in_tab(sound: Sound): Sound {
   }
 }
 
-/**
- * Returns the smallest power of 2,
- * that is greater than or equal to a given number.
- *
- * @param x the lower bound
- * @return the smallest power of 2 greater than or equal to x
- */
-function next_power_of_2(x: number): number {
-  const lowerPowerOf2: number = 1 << 31 - Math.clz32(x);
-  if (lowerPowerOf2 == x) {
-    return lowerPowerOf2;
-  } else {
-    return lowerPowerOf2 * 2;
-  }
-}
-
-// Pad to power-of-2
-export function sound_to_time_samples(sound: Sound): TimeSamples {
-  const baseSize = Math.ceil(FS * get_duration(sound));
-  const sampleSize = next_power_of_2(baseSize);
-  const wave = get_wave(sound);
-
-  const sample = new Array(sampleSize);
-  for (let i = 0; i < sampleSize; i += 1) {
-    sample[i] = wave(i / FS);
-  }
-
-  return sample;
-}
-
-///**
-// * Modify the given sound samples using FFT
-// *
-// * @param samples the sound samples of size 2^n
-// * @return a Array(2^n) containing the modified samples
-// */
-//function modifyFFT(samples: TimeSamples, filter: Filter): TimeSamples {
-//  const frequencyDomain = time_to_frequency(samples);
-//  const filtered = filter(frequencyDomain);
-//  const timeSamples = frequency_to_time(filtered);
-//  return timeSamples;
-//}
-
 export function play_samples(samples: TimeSamples): TimeSamples {
   if (!audioplayer) {
     init_audioCtx();
@@ -534,43 +491,6 @@ export function play_samples(samples: TimeSamples): TimeSamples {
   return samples;
 }
 
-/**
- * Plays the given Sound using the computer’s sound device
- * on top of any Sounds that are currently playing.
- *
- * Takes in an filter for modifying using FFT.
- *
- * @param sound the Sound to play
- * @param filter the filter to use
- * @return the given Sound
- * @example play_filtered(sine_sound(440, 5), filter);
- */
-//export function play_filtered(sound: Sound, filter: Filter): Sound {
-//  // Type-check sound
-//  if (!is_sound(sound)) {
-//    throw new Error(
-//      `${play.name} is expecting sound, but encountered ${sound}`
-//    );
-//  } else if (get_duration(sound) < 0) {
-//    throw new Error(`${play.name}: duration of sound is negative`);
-//  } else if (get_duration(sound) === 0) {
-//    return sound;
-//  } else {
-//    // Instantiate audio context if it has not been instantiated.
-//    if (!audioplayer) {
-//      init_audioCtx();
-//    }
-//
-//    const targetSize = Math.ceil(FS * get_duration(sound));
-//    const originalSample = sound_to_time_samples(sound);
-//    const newSample = modifyFFT(originalSample, filter);
-//
-//    play_samples(newSample.slice(0, targetSize));
-//
-//    return sound;
-//  }
-//}
-
 /**
  * Plays the given Sound using the computer’s sound device
  * on top of any Sounds that are currently playing.
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index cff96ae4b0..7601c2107b 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -1,25 +1,14 @@
 import FFT from 'fft.js';
-import {
-  //pair,
-  //head,
-  //tail,
-  //length,
-  //list,
-  //accumulate,
-  //list_to_vector,
-  //vector_to_list,
-  type List
-} from 'js-slang/dist/stdlib/list';
 import {
   pair,
   head,
   tail,
-  length,
-  list,
+  set_tail,
   accumulate,
   list_to_vector,
-  vector_to_list
-} from './list';
+  vector_to_list,
+  type List
+} from 'js-slang/dist/stdlib/list';
 import type { Sound } from '../sound/types';
 import {
   make_sound,
@@ -121,15 +110,34 @@ export function time_samples_to_sound(time_samples: TimeSamples): Sound {
   }, duration);
 }
 
+function frequency_to_list(frequency_samples: FrequencySamples): FrequencyList {
+  const len = frequency_samples.length;
+  const augmented_samples: any[] = new Array(len);
+  for (let i = 0; i < len; i++) {
+    augmented_samples[i] = pair(pair(i * FS / len, (i+1) * FS / len), frequency_samples[i]);
+  }
+  const frequency_list: FrequencyList = vector_to_list(augmented_samples);
+  return frequency_list;
+}
+
+function list_to_frequency(frequency_list: FrequencyList): FrequencySamples {
+  const augmented_samples: any[] = list_to_vector(frequency_list);
+  const frequency_samples: FrequencySamples = new Array(augmented_samples.length);
+  for (let i = 0; i < augmented_samples.length; i++) {
+    frequency_samples[i] = tail(augmented_samples[i]);
+  }
+  return frequency_samples;
+}
+
 export function sound_to_frequency(sound: Sound): FrequencyList {
   const time_samples: TimeSamples = sound_to_time_samples(sound);
   const frequency_samples: FrequencySamples = time_to_frequency(time_samples);
-  const frequency_list: FrequencyList = vector_to_list(frequency_samples);
+  const frequency_list: FrequencyList = frequency_to_list(frequency_samples);
   return frequency_list;
 }
 
 export function frequency_to_sound(frequency_list: FrequencyList): Sound {
-  const frequency_samples: FrequencySamples = list_to_vector(frequency_list);
+  const frequency_samples: FrequencySamples = list_to_frequency(frequency_list);
   const time_samples: TimeSamples = frequency_to_time(frequency_samples);
   const sound: Sound = time_samples_to_sound(time_samples);
   return sound;
@@ -148,49 +156,39 @@ export function get_phase(frequency_sample: FrequencySample): number {
 // FILTER CREATION
 
 export function low_pass_filter(frequency: number): Filter {
-  function filter(freqList: FrequencyList) {
-    const len = length(freqList);
-    const threshold = len * frequency / 44100;
-
-    const val = accumulate(
-      (sample, acc) => pair(
-        head(acc) - 1,
-        pair(
-          head(acc) < threshold ? sample : pair(0, tail(sample)),
-          tail(acc)
-        )
-      ),
-      pair(len - 1, list()),
-      freqList
-    );
-
-    return tail(val);
-  }
-
-  return filter;
+  return (freqList: FrequencyList) => {
+    const freqDomain = list_to_vector(freqList);
+    for (let i = 0; i < freqDomain.length; i++) {
+      if (head(head(freqDomain[i])) > frequency) {
+        freqDomain[i] = pair(
+          head(freqDomain[i]), // Frequency range
+          pair(
+            0, // Magnitude
+            tail(tail(freqDomain[i])) // Phase
+          )
+        );
+      }
+    }
+    return vector_to_list(freqDomain);
+  };
 }
 
 export function high_pass_filter(frequency: number): Filter {
-  function filter(freqList: FrequencyList) {
-    const len = length(freqList);
-    const threshold = len * frequency / 44100;
-
-    const val = accumulate(
-      (sample, acc) => pair(
-        head(acc) - 1,
-        pair(
-          head(acc) >= threshold ? sample : pair(0, tail(sample)),
-          tail(acc)
-        )
-      ),
-      pair(len - 1, list()),
-      freqList
-    );
-
-    return tail(val);
-  }
-
-  return filter;
+  return (freqList: FrequencyList) => {
+    const freqDomain = list_to_vector(freqList);
+    for (let i = 0; i < freqDomain.length; i++) {
+      if (tail(head(freqDomain[i])) < frequency) {
+        freqDomain[i] = pair(
+          head(freqDomain[i]), // Frequency range
+          pair(
+            0, // Magnitude
+            tail(tail(freqDomain[i])) // Phase
+          )
+        );
+      }
+    }
+    return vector_to_list(freqDomain);
+  };
 }
 
 export function combine_filters(filters: List): Filter {
@@ -200,3 +198,22 @@ export function combine_filters(filters: List): Filter {
   }
   return accumulate(combine, nullFilter, filters);
 }
+
+// FILTER SOUND
+export function filter_sound(sound: Sound, filter: Filter): Sound {
+  const original_duration = get_duration(sound);
+  const original_size = Math.ceil(FS * original_duration);
+  const frequency_list_before = sound_to_frequency(sound);
+  const frequency_list_after = filter(frequency_list_before);
+  const frequency_samples = list_to_frequency(frequency_list_after);
+
+  for (let i = original_size; i < frequency_samples.length; i++) {
+    frequency_samples[i] = pair(0, 0);
+  }
+
+  const final_list = frequency_to_list(frequency_samples);
+  const final_sound = frequency_to_sound(final_list);
+  set_tail(final_sound, original_duration);
+
+  return final_sound;
+}
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index 890bc75448..cd462f72b4 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -16,5 +16,7 @@ export {
   get_phase,
 
   frequency_to_sound,
-  sound_to_frequency
+  sound_to_frequency,
+
+  filter_sound
 } from './functions';

From 49e0cdcc4d53da18313bdb986af30084684fae18 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 9 Apr 2025 00:50:46 +0800
Subject: [PATCH 17/22] Added frequency augmentation

---
 src/bundles/plotly/functions.ts       |   8 +-
 src/bundles/plotly/sound_functions.ts |  13 ++-
 src/bundles/sound/functions.ts        | 110 --------------------------
 src/bundles/sound/index.ts            |   6 +-
 src/bundles/sound_fft/functions.ts    |  61 ++++++++------
 src/bundles/sound_fft/index.ts        |   2 +
 src/bundles/sound_fft/types.ts        |   3 +-
 7 files changed, 57 insertions(+), 146 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index 15d8733368..a286b24630 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -4,11 +4,11 @@
  */
 
 import context from 'js-slang/context';
-import Plotly, { type Data, type Layout } from 'plotly.js-dist';
 import { list_to_vector } from 'js-slang/dist/stdlib/list';
+import Plotly, { type Data, type Layout } from 'plotly.js-dist';
 import { type Sound } from '../sound/types';
 import type {
-  FrequencySample,
+  AugmentedSample,
   FrequencyList,
 } from '../sound_fft/types';
 import { generatePlot } from './curve_functions';
@@ -477,12 +477,12 @@ export const draw_sound_frequency_2d = (frequencies: FrequencyList) => {
 
   const x_s: number[] = [];
   const y_s: number[] = [];
-  const frequencies_arr: FrequencySample[] = list_to_vector(frequencies);
+  const frequencies_arr: AugmentedSample[] = list_to_vector(frequencies);
   const len: number = frequencies_arr.length;
 
   for (let i = 0; i < len; i += 1) {
     const bin_freq: number = i * FS / len;
-    const sample: FrequencySample = frequencies_arr[i];
+    const sample: AugmentedSample = frequencies_arr[i];
     const magnitude: number = get_magnitude(sample);
 
     x_s.push(bin_freq);
diff --git a/src/bundles/plotly/sound_functions.ts b/src/bundles/plotly/sound_functions.ts
index e9a1b77f13..4868143e3b 100644
--- a/src/bundles/plotly/sound_functions.ts
+++ b/src/bundles/plotly/sound_functions.ts
@@ -4,7 +4,7 @@ import {
   is_pair
 } from 'js-slang/dist/stdlib/list';
 import { type Sound, type Wave } from '../sound/types';
-import { type FrequencySample } from '../sound_fft/types';
+import { type FrequencySample, type AugmentedSample } from '../sound_fft/types';
 export function is_sound(x: any): x is Sound {
   return (
     is_pair(x)
@@ -38,6 +38,15 @@ export function get_duration(sound: Sound): number {
  * @param frequency_sample given frequency sample
  * @return the magnitude of the frequency sample
  */
-export function get_magnitude(frequency_sample: FrequencySample): number {
+function get_magnitude_fs(frequency_sample: FrequencySample): number {
   return head(frequency_sample);
 }
+/**
+ * Accesses the magnitude of a given augmented sample.
+ *
+ * @param augmented_sample given augmented sample
+ * @return the magnitude of the augmented sample
+ */
+export function get_magnitude(augmented_sample: AugmentedSample): number {
+  return get_magnitude_fs(tail(augmented_sample));
+}
diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 00bab609c6..299bf2151d 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -11,16 +11,6 @@ import {
   accumulate,
   type List
 } from 'js-slang/dist/stdlib/list';
-import {
-  frequency_to_time,
-  time_to_frequency
-} from '../sound_fft/functions';
-import type {
-  TimeSamples,
-  FrequencySample,
-  FrequencySamples,
-  Filter
-} from '../sound_fft/types';
 import { RIFFWAVE } from './riffwave';
 import type {
   Wave,
@@ -317,58 +307,6 @@ export function play_wave(wave: Wave, duration: number): Sound {
   return play(make_sound(wave, duration));
 }
 
-export function play_samples_in_tab(samples: TimeSamples): TimeSamples {
-  // Instantiate audio context if it has not been instantiated.
-  if (!audioplayer) {
-    init_audioCtx();
-  }
-
-  // Create mono buffer
-  const channel: number[] = [];
-  const len = samples.length;
-
-  let temp: number;
-  let prev_value = 0;
-
-  for (let i = 0; i < len; i += 1) {
-    temp = samples[i];
-    // clip amplitude
-    // channel[i] = temp > 1 ? 1 : temp < -1 ? -1 : temp;
-    if (temp > 1) {
-      channel[i] = 1;
-    } else if (temp < -1) {
-      channel[i] = -1;
-    } else {
-      channel[i] = temp;
-    }
-
-    // smoothen out sudden cut-outs
-    if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
-      channel[i] = prev_value * 0.999;
-    }
-
-    prev_value = channel[i];
-  }
-
-  // quantize
-  for (let i = 0; i < channel.length; i += 1) {
-    channel[i] = Math.floor(channel[i] * 32767.999);
-  }
-
-  const riffwave = new RIFFWAVE([]);
-  riffwave.header.sampleRate = FS;
-  riffwave.header.numChannels = 1;
-  riffwave.header.bitsPerSample = 16;
-  riffwave.Make(channel);
-
-  const soundToPlay = {
-    toReplString: () => '<AudioPlayed>',
-    dataUri: riffwave.dataURI
-  };
-  audioPlayed.push(soundToPlay);
-  return samples;
-}
-
 /**
  * Plays the given Sound using the computer’s sound device.
  * The sound is added to a list of sounds to be played one-at-a-time
@@ -443,54 +381,6 @@ export function play_in_tab(sound: Sound): Sound {
   }
 }
 
-export function play_samples(samples: TimeSamples): TimeSamples {
-  if (!audioplayer) {
-    init_audioCtx();
-  }
-
-  const theBuffer = audioplayer.createBuffer(
-    1,
-    samples.length,
-    FS
-  );
-  const channel = theBuffer.getChannelData(0);
-
-  let temp: number;
-  let prev_value = 0;
-
-  for (let i = 0; i < channel.length; i += 1) {
-    temp = samples[i];
-    // clip amplitude
-    if (temp > 1) {
-      channel[i] = 1;
-    } else if (temp < -1) {
-      channel[i] = -1;
-    } else {
-      channel[i] = temp;
-    }
-
-    // smoothen out sudden cut-outs
-    if (channel[i] === 0 && Math.abs(channel[i] - prev_value) > 0.01) {
-      channel[i] = prev_value * 0.999;
-    }
-
-    prev_value = channel[i];
-
-  }
-
-  // Connect data to output destination
-  const source = audioplayer.createBufferSource();
-  source.buffer = theBuffer;
-  source.connect(audioplayer.destination);
-  isPlaying = true;
-  source.start();
-  source.onended = () => {
-    source.disconnect(audioplayer.destination);
-    isPlaying = false;
-  };
-  return samples;
-}
-
 /**
  * Plays the given Sound using the computer’s sound device
  * on top of any Sounds that are currently playing.
diff --git a/src/bundles/sound/index.ts b/src/bundles/sound/index.ts
index 8ff00fb1cf..cdb2732946 100644
--- a/src/bundles/sound/index.ts
+++ b/src/bundles/sound/index.ts
@@ -60,9 +60,5 @@ export {
   stop,
   triangle_sound,
   trombone,
-  violin,
-  sound_to_time_samples,
-  play_samples_in_tab,
-  play_samples,
-  //play_filtered
+  violin
 } from './functions';
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 7601c2107b..e229971417 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -18,6 +18,7 @@ import {
 import type {
   TimeSamples,
   FrequencySample,
+  AugmentedSample,
   FrequencySamples,
   FrequencyList,
   Filter
@@ -59,8 +60,8 @@ export function frequency_to_time(frequency_samples: FrequencySamples): TimeSamp
   const flatDomain = fft.createComplexArray();
 
   for (let i = 0; i < n; i++) {
-    const magnitude = get_magnitude(frequency_samples[i]);
-    const phase = get_phase(frequency_samples[i]);
+    const magnitude = get_magnitude_fs(frequency_samples[i]);
+    const phase = get_phase_fs(frequency_samples[i]);
     const real = magnitude * Math.cos(phase);
     const imag = magnitude * Math.sin(phase);
     flatDomain[i * 2] = real;
@@ -112,16 +113,16 @@ export function time_samples_to_sound(time_samples: TimeSamples): Sound {
 
 function frequency_to_list(frequency_samples: FrequencySamples): FrequencyList {
   const len = frequency_samples.length;
-  const augmented_samples: any[] = new Array(len);
+  const augmented_samples: AugmentedSample[] = new Array(len);
   for (let i = 0; i < len; i++) {
-    augmented_samples[i] = pair(pair(i * FS / len, (i+1) * FS / len), frequency_samples[i]);
+    augmented_samples[i] = pair(i * FS / len, frequency_samples[i]);
   }
   const frequency_list: FrequencyList = vector_to_list(augmented_samples);
   return frequency_list;
 }
 
 function list_to_frequency(frequency_list: FrequencyList): FrequencySamples {
-  const augmented_samples: any[] = list_to_vector(frequency_list);
+  const augmented_samples: AugmentedSample[] = list_to_vector(frequency_list);
   const frequency_samples: FrequencySamples = new Array(augmented_samples.length);
   for (let i = 0; i < augmented_samples.length; i++) {
     frequency_samples[i] = tail(augmented_samples[i]);
@@ -143,29 +144,43 @@ export function frequency_to_sound(frequency_list: FrequencyList): Sound {
   return sound;
 }
 
-// MAGNITUDE and PHASE
+// FREQUENCY, MAGNITUDE and PHASE
 
-export function get_magnitude(frequency_sample: FrequencySample): number {
+function get_magnitude_fs(frequency_sample: FrequencySample): number {
   return head(frequency_sample);
 }
 
-export function get_phase(frequency_sample: FrequencySample): number {
+function get_phase_fs(frequency_sample: FrequencySample): number {
   return tail(frequency_sample);
 }
 
+export function get_frequency(augmented_sample: AugmentedSample): number {
+  return head(augmented_sample);
+}
+
+export function get_magnitude(augmented_sample: AugmentedSample): number {
+  return get_magnitude_fs(tail(augmented_sample));
+}
+
+export function get_phase(augmented_sample: AugmentedSample): number {
+  return get_phase_fs(tail(augmented_sample));
+}
+
+export function make_augmented_sample(frequency: number, magnitude: number, phase: number): AugmentedSample {
+  return pair(frequency, pair(magnitude, phase));
+}
+
 // FILTER CREATION
 
 export function low_pass_filter(frequency: number): Filter {
   return (freqList: FrequencyList) => {
-    const freqDomain = list_to_vector(freqList);
+    const freqDomain: AugmentedSample[] = list_to_vector(freqList);
     for (let i = 0; i < freqDomain.length; i++) {
-      if (head(head(freqDomain[i])) > frequency) {
-        freqDomain[i] = pair(
-          head(freqDomain[i]), // Frequency range
-          pair(
-            0, // Magnitude
-            tail(tail(freqDomain[i])) // Phase
-          )
+      if (get_frequency(freqDomain[i]) > frequency) {
+        freqDomain[i] = make_augmented_sample(
+          get_frequency(freqDomain[i]),
+          0,
+          get_phase(freqDomain[i])
         );
       }
     }
@@ -175,15 +190,13 @@ export function low_pass_filter(frequency: number): Filter {
 
 export function high_pass_filter(frequency: number): Filter {
   return (freqList: FrequencyList) => {
-    const freqDomain = list_to_vector(freqList);
+    const freqDomain: AugmentedSample[] = list_to_vector(freqList);
     for (let i = 0; i < freqDomain.length; i++) {
-      if (tail(head(freqDomain[i])) < frequency) {
-        freqDomain[i] = pair(
-          head(freqDomain[i]), // Frequency range
-          pair(
-            0, // Magnitude
-            tail(tail(freqDomain[i])) // Phase
-          )
+      if (get_frequency(freqDomain[i]) < frequency) {
+        freqDomain[i] = make_augmented_sample(
+          get_frequency(freqDomain[i]),
+          0,
+          get_phase(freqDomain[i])
         );
       }
     }
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index cd462f72b4..ed4a24d54f 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -14,6 +14,8 @@ export {
 
   get_magnitude,
   get_phase,
+  get_frequency,
+  make_augmented_sample,
 
   frequency_to_sound,
   sound_to_frequency,
diff --git a/src/bundles/sound_fft/types.ts b/src/bundles/sound_fft/types.ts
index 8d8daa0024..dfa7ae0010 100644
--- a/src/bundles/sound_fft/types.ts
+++ b/src/bundles/sound_fft/types.ts
@@ -2,6 +2,7 @@ import type { Pair, List } from 'js-slang/dist/stdlib/list';
 
 export type TimeSamples = Array<number>;
 export type FrequencySample = Pair<number, number>;
+export type AugmentedSample = Pair<number, FrequencySample>;
 export type FrequencySamples = Array<FrequencySample>;
-export type FrequencyList = List;
+export type FrequencyList = List; // containing AugmentedSample
 export type Filter = (freq: FrequencyList) => FrequencyList;

From abfd3610523e4a122a5d9617ade45a8bfa75bee9 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Thu, 10 Apr 2025 01:32:18 +0800
Subject: [PATCH 18/22] Fixed issue where long sounds cannot be converted to
 frequencies

---
 src/bundles/sound_fft/functions.ts |   2 +-
 src/bundles/sound_fft/index.ts     |   2 +-
 src/bundles/sound_fft/list.ts      | 346 +----------------------------
 3 files changed, 5 insertions(+), 345 deletions(-)

diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index e229971417..6c337ef8eb 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -6,10 +6,10 @@ import {
   set_tail,
   accumulate,
   list_to_vector,
-  vector_to_list,
   type List
 } from 'js-slang/dist/stdlib/list';
 import type { Sound } from '../sound/types';
+import { vector_to_list } from './list';
 import {
   make_sound,
   get_wave,
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index ed4a24d54f..3df02d5eba 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -5,7 +5,7 @@
  *
  * @module sound_fft
  * @author Tran Gia Huy
- * @author Stuart
+ * @author Stuart Lim Yi Xiong
  */
 export {
   low_pass_filter,
diff --git a/src/bundles/sound_fft/list.ts b/src/bundles/sound_fft/list.ts
index 461fd31b9a..f746bf6dc0 100644
--- a/src/bundles/sound_fft/list.ts
+++ b/src/bundles/sound_fft/list.ts
@@ -9,15 +9,9 @@
 // It is distinct from the LISTS library of Source §2, which contains
 // primitive and predeclared functions from Chapter 2 of SICP JS.
 
-// array test works differently for Rhino and
-// the Firefox environment (especially Web Console)
-export function array_test(x): boolean {
-  if (Array.isArray === undefined) {
-    return x instanceof Array;
-  } else {
-    return Array.isArray(x);
-  }
-}
+// The version of the list library in sound_fft contains a different
+// implementation of vector_to_list, which is required for sound_fft
+// to function.
 
 // pair constructs a pair using a two-element array
 // LOW-LEVEL FUNCTION, NOT SOURCE
@@ -25,80 +19,6 @@ export function pair(x, xs): [any, any] {
   return [x, xs];
 }
 
-// is_pair returns true iff arg is a two-element array
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function is_pair(x): boolean {
-  return array_test(x) && x.length === 2;
-}
-
-// head returns the first component of the given pair,
-// throws an exception if the argument is not a pair
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function head(xs): any {
-  if (is_pair(xs)) {
-    return xs[0];
-  } else {
-    throw new Error(
-      'head(xs) expects a pair as argument xs, but encountered ' + xs
-    );
-  }
-}
-
-// tail returns the second component of the given pair
-// throws an exception if the argument is not a pair
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function tail(xs) {
-  if (is_pair(xs)) {
-    return xs[1];
-  } else {
-    throw new Error(
-      'tail(xs) expects a pair as argument xs, but encountered ' + xs
-    );
-  }
-}
-
-// is_null returns true if arg is exactly null
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function is_null(xs) {
-  return xs === null;
-}
-
-// is_list recurses down the list and checks that it ends with the empty list []
-// does not throw Value exceptions
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function is_list(xs) {
-  for (; ; xs = tail(xs)) {
-    if (is_null(xs)) {
-      return true;
-    } else if (!is_pair(xs)) {
-      return false;
-    }
-  }
-}
-
-// list makes a list out of its arguments
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function list(...args) {
-  let the_list: any = null;
-  for (let i = args.length - 1; i >= 0; i--) {
-    the_list = pair(args[i], the_list);
-  }
-  return the_list;
-}
-
-// list_to_vector returns vector that contains the elements of the argument list
-// in the given order.
-// list_to_vector throws an exception if the argument is not a list
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function list_to_vector(lst) {
-  const vector: any[] = [];
-  while (!is_null(lst)) {
-    vector.push(head(lst));
-    lst = tail(lst);
-  }
-  return vector;
-}
-
 // vector_to_list returns a list that contains the elements of the argument vector
 // in the given order.
 // vector_to_list throws an exception if the argument is not a vector
@@ -110,263 +30,3 @@ export function vector_to_list(vector) {
   }
   return result;
 }
-
-// returns the length of a given argument list
-// throws an exception if the argument is not a list
-export function length(xs) {
-  let i = 0;
-  while (!is_null(xs)) {
-    i += 1;
-    xs = tail(xs);
-  }
-  return i;
-}
-
-// map applies first arg f to the elements of the second argument,
-// assumed to be a list.
-// f is applied element-by-element:
-// map(f,[1,[2,[]]]) results in [f(1),[f(2),[]]]
-// map throws an exception if the second argument is not a list,
-// and if the second argument is a non-empty list and the first
-// argument is not a function.
-// tslint:disable-next-line:ban-types
-export function map(f, xs) {
-  return is_null(xs) ? null : pair(f(head(xs)), map(f, tail(xs)));
-}
-
-// build_list takes a non-negative integer n as first argument,
-// and a function fun as second argument.
-// build_list returns a list of n elements, that results from
-// applying fun to the numbers from 0 to n-1.
-// tslint:disable-next-line:ban-types
-export function build_list(n, fun) {
-  if (typeof n !== 'number' || n < 0 || Math.floor(n) !== n) {
-    throw new Error(
-      'build_list(n, fun) expects a positive integer as '
-        + 'argument n, but encountered '
-        + n
-    );
-  }
-
-  // tslint:disable-next-line:ban-types
-  function build(i, alreadyBuilt) {
-    if (i < 0) {
-      return alreadyBuilt;
-    } else {
-      return build(i - 1, pair(fun(i), alreadyBuilt));
-    }
-  }
-
-  return build(n - 1, null);
-}
-
-// for_each applies first arg fun to the elements of the list passed as
-// second argument. fun is applied element-by-element:
-// for_each(fun,[1,[2,[]]]) results in the calls fun(1) and fun(2).
-// for_each returns true.
-// for_each throws an exception if the second argument is not a list,
-// and if the second argument is a non-empty list and the
-// first argument is not a function.
-// tslint:disable-next-line:ban-types
-export function for_each(fun, xs) {
-  if (!is_list(xs)) {
-    throw new Error(
-      'for_each expects a list as argument xs, but encountered ' + xs
-    );
-  }
-  for (; !is_null(xs); xs = tail(xs)) {
-    fun(head(xs));
-  }
-  return true;
-}
-
-// reverse reverses the argument list
-// reverse throws an exception if the argument is not a list.
-export function reverse(xs) {
-  if (!is_list(xs)) {
-    throw new Error(
-      'reverse(xs) expects a list as argument xs, but encountered ' + xs
-    );
-  }
-  let result: any = null;
-  for (; !is_null(xs); xs = tail(xs)) {
-    result = pair(head(xs), result);
-  }
-  return result;
-}
-
-// append first argument list and second argument list.
-// In the result, the [] at the end of the first argument list
-// is replaced by the second argument list
-// append throws an exception if the first argument is not a list
-export function append(xs, ys) {
-  if (is_null(xs)) {
-    return ys;
-  } else {
-    return pair(head(xs), append(tail(xs), ys));
-  }
-}
-
-// member looks for a given first-argument element in a given
-// second argument list. It returns the first postfix sublist
-// that starts with the given element. It returns [] if the
-// element does not occur in the list
-export function member(v, xs) {
-  for (; !is_null(xs); xs = tail(xs)) {
-    if (head(xs) === v) {
-      return xs;
-    }
-  }
-  return null;
-}
-
-// removes the first occurrence of a given first-argument element
-// in a given second-argument list. Returns the original list
-// if there is no occurrence.
-export function remove(v, xs) {
-  if (is_null(xs)) {
-    return null;
-  } else {
-    if (v === head(xs)) {
-      return tail(xs);
-    } else {
-      return pair(head(xs), remove(v, tail(xs)));
-    }
-  }
-}
-
-// Similar to remove. But removes all instances of v instead of just the first
-export function remove_all(v, xs) {
-  if (is_null(xs)) {
-    return null;
-  } else {
-    if (v === head(xs)) {
-      return remove_all(v, tail(xs));
-    } else {
-      return pair(head(xs), remove_all(v, tail(xs)));
-    }
-  }
-}
-
-// for backwards-compatibility
-// equal computes the structural equality
-// over its arguments
-export function equal(item1, item2) {
-  if (is_pair(item1) && is_pair(item2)) {
-    return equal(head(item1), head(item2)) && equal(tail(item1), tail(item2));
-  } else {
-    return item1 === item2;
-  }
-}
-
-// assoc treats the second argument as an association,
-// a list of (index,value) pairs.
-// assoc returns the first (index,value) pair whose
-// index equal (using structural equality) to the given
-// first argument v. Returns false if there is no such
-// pair
-export function assoc(v, xs) {
-  if (is_null(xs)) {
-    return false;
-  } else if (equal(v, head(head(xs)))) {
-    return head(xs);
-  } else {
-    return assoc(v, tail(xs));
-  }
-}
-
-// filter returns the sublist of elements of given list xs
-// for which the given predicate function returns true.
-// tslint:disable-next-line:ban-types
-export function filter(pred, xs) {
-  if (is_null(xs)) {
-    return xs;
-  } else {
-    if (pred(head(xs))) {
-      return pair(head(xs), filter(pred, tail(xs)));
-    } else {
-      return filter(pred, tail(xs));
-    }
-  }
-}
-
-// enumerates numbers starting from start,
-// using a step size of 1, until the number
-// exceeds end.
-export function enum_list(start, end) {
-  if (typeof start !== 'number') {
-    throw new Error(
-      'enum_list(start, end) expects a number as argument start, but encountered '
-        + start
-    );
-  }
-  if (typeof end !== 'number') {
-    throw new Error(
-      'enum_list(start, end) expects a number as argument start, but encountered '
-        + end
-    );
-  }
-  if (start > end) {
-    return null;
-  } else {
-    return pair(start, enum_list(start + 1, end));
-  }
-}
-
-// Returns the item in list lst at index n (the first item is at position 0)
-export function list_ref(xs, n) {
-  if (typeof n !== 'number' || n < 0 || Math.floor(n) !== n) {
-    throw new Error(
-      'list_ref(xs, n) expects a positive integer as argument n, but encountered '
-        + n
-    );
-  }
-  for (; n > 0; --n) {
-    xs = tail(xs);
-  }
-  return head(xs);
-}
-
-// accumulate applies given operation op to elements of a list
-// in a right-to-left order, first apply op to the last element
-// and an initial element, resulting in r1, then to the
-// second-last element and r1, resulting in r2, etc, and finally
-// to the first element and r_n-1, where n is the length of the
-// list.
-// accumulate(op,zero,list(1,2,3)) results in
-// op(1, op(2, op(3, zero)))
-export function accumulate(op, initial, sequence) {
-  if (is_null(sequence)) {
-    return initial;
-  } else {
-    return op(head(sequence), accumulate(op, initial, tail(sequence)));
-  }
-}
-
-// set_head(xs,x) changes the head of given pair xs to be x,
-// throws an exception if the argument is not a pair
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function set_head(xs, x) {
-  if (is_pair(xs)) {
-    xs[0] = x;
-    return undefined;
-  } else {
-    throw new Error(
-      'set_head(xs,x) expects a pair as argument xs, but encountered ' + xs
-    );
-  }
-}
-
-// set_tail(xs,x) changes the tail of given pair xs to be x,
-// throws an exception if the argument is not a pair
-// LOW-LEVEL FUNCTION, NOT SOURCE
-export function set_tail(xs, x) {
-  if (is_pair(xs)) {
-    xs[1] = x;
-    return undefined;
-  } else {
-    throw new Error(
-      'set_tail(xs,x) expects a pair as argument xs, but encountered ' + xs
-    );
-  }
-}

From 7fe38f9cf9b77ec32bade128cf3e9d395e199151 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Sat, 12 Apr 2025 21:38:15 +0800
Subject: [PATCH 19/22] made low_pass_filter and high_pass_filter symmetric

---
 src/bundles/sound_fft/functions.ts | 34 ++++++++++++++++--------------
 1 file changed, 18 insertions(+), 16 deletions(-)

diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 6c337ef8eb..137b969235 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -173,34 +173,36 @@ export function make_augmented_sample(frequency: number, magnitude: number, phas
 // FILTER CREATION
 
 export function low_pass_filter(frequency: number): Filter {
-  return (freqList: FrequencyList) => {
-    const freqDomain: AugmentedSample[] = list_to_vector(freqList);
-    for (let i = 0; i < freqDomain.length; i++) {
-      if (get_frequency(freqDomain[i]) > frequency) {
-        freqDomain[i] = make_augmented_sample(
-          get_frequency(freqDomain[i]),
+  return (freq_list: FrequencyList) => {
+    const freq_domain: AugmentedSample[] = list_to_vector(freq_list);
+    for (let i = 0; i < freq_domain.length; i++) {
+      const sample_freq: number = get_frequency(freq_domain[i]);
+      if (sample_freq > frequency && sample_freq < FS - frequency) {
+        freq_domain[i] = make_augmented_sample(
+          sample_freq,
           0,
-          get_phase(freqDomain[i])
+          get_phase(freq_domain[i])
         );
       }
     }
-    return vector_to_list(freqDomain);
+    return vector_to_list(freq_domain);
   };
 }
 
 export function high_pass_filter(frequency: number): Filter {
-  return (freqList: FrequencyList) => {
-    const freqDomain: AugmentedSample[] = list_to_vector(freqList);
-    for (let i = 0; i < freqDomain.length; i++) {
-      if (get_frequency(freqDomain[i]) < frequency) {
-        freqDomain[i] = make_augmented_sample(
-          get_frequency(freqDomain[i]),
+  return (freq_list: FrequencyList) => {
+    const freq_domain: AugmentedSample[] = list_to_vector(freq_list);
+    for (let i = 0; i < freq_domain.length; i++) {
+      const sample_freq: number = get_frequency(freq_domain[i]);
+      if (sample_freq < frequency || sample_freq > FS - frequency) {
+        freq_domain[i] = make_augmented_sample(
+          sample_freq,
           0,
-          get_phase(freqDomain[i])
+          get_phase(freq_domain[i])
         );
       }
     }
-    return vector_to_list(freqDomain);
+    return vector_to_list(freq_domain);
   };
 }
 

From 0710d3f35b8aba34d4d46225828ee59b92eb27a1 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Mon, 14 Apr 2025 22:58:34 +0800
Subject: [PATCH 20/22] Merge source-academy/modules/master

---
 .github/workflows/pages-deploy.yml            |    13 +-
 .github/workflows/pull-request.yml            |    10 +-
 .gitignore                                    |     4 +-
 .gitmodules                                   |     2 +-
 .husky/post-checkout                          |     3 -
 .husky/post-merge                             |     3 -
 .husky/post-rewrite                           |     3 -
 .husky/pre-commit                             |     3 -
 .husky/pre-push                               |     3 -
 .vscode/settings.json                         |     4 -
 .yarnrc.yml                                   |     1 +
 devserver/src/components/Playground.tsx       |    10 +-
 devserver/src/components/editor/Editor.tsx    |    53 +-
 .../src/components/sideContent/TestTab.tsx    |    27 +-
 devserver/src/components/utils/AceHelper.ts   |    12 +-
 devserver/src/main.tsx                        |    11 +-
 devserver/src/styles/_commons.scss            |    69 -
 devserver/src/styles/_editorTabs.scss         |    45 -
 devserver/src/styles/_global.scss             |    21 -
 devserver/src/styles/index.scss               |     6 -
 devserver/src/vite-env.d.ts                   |     2 +-
 devserver/tsconfig.json                       |     1 +
 eslint.config.js                              |    31 +-
 modules.json                                  |     5 +
 package.json                                  |    82 +-
 renovate.json                                 |     6 +
 scripts/scripts_manager.js                    |     2 +-
 .../src/build/docs/__tests__/building.test.ts |    52 +
 .../test_mocks/bundles/test0/index.ts         |     8 +
 .../test_mocks/bundles/test1/index.ts         |     4 +
 .../docs/__tests__/test_mocks/tsconfig.json   |    45 +
 scripts/src/build/docs/json.ts                |     4 +-
 scripts/src/build/prebuild/lint.ts            |     9 +-
 scripts/src/build/prebuild/utils.ts           |     2 +-
 .../src/linting/__tests__/typeimports.test.ts |    45 +
 scripts/src/linting/typeimports.ts            |    57 +
 scripts/src/templates/__tests__/names.test.ts |     2 +-
 .../src/templates/__tests__/template.test.ts  |     2 +-
 scripts/src/templates/index.ts                |     1 -
 scripts/src/templates/module.ts               |     3 -
 scripts/src/templates/tab.ts                  |     3 -
 scripts/tsconfig.json                         |    12 +-
 src/bundles/ar/ObjectsHelper.ts               |    10 +-
 src/bundles/arcade_2d/constants.ts            |     2 +-
 src/bundles/arcade_2d/functions.ts            |    26 +-
 src/bundles/arcade_2d/gameobject.ts           |     1 -
 src/bundles/arcade_2d/phaserScene.ts          |    14 +-
 .../communication/GlobalStateController.ts    |     2 +-
 src/bundles/communication/RpcController.ts    |     2 +-
 src/bundles/copy_gc/index.ts                  |     2 +-
 src/bundles/copy_gc/types.ts                  |     8 +-
 src/bundles/csg/functions.ts                  |     3 +-
 src/bundles/csg/utilities.ts                  |    16 +-
 src/bundles/curve/__tests__/curve.ts          |     7 +-
 src/bundles/curve/curves_webgl.ts             |     2 -
 src/bundles/curve/functions.ts                |     2 +-
 src/bundles/curve/index.ts                    |     8 +
 src/bundles/curve/type_interface.ts           |   123 +
 src/bundles/curve/types.ts                    |     3 +-
 src/bundles/game/functions.ts                 |     3 -
 src/bundles/mark_sweep/index.ts               |     2 +-
 src/bundles/mark_sweep/types.ts               |     8 +-
 src/bundles/physics_2d/PhysicsObject.ts       |     8 +-
 src/bundles/physics_2d/PhysicsWorld.ts        |    10 +-
 src/bundles/physics_2d/functions.ts           |     4 -
 src/bundles/physics_2d/index.ts               |     2 +-
 src/bundles/physics_2d/types.ts               |     6 +-
 src/bundles/pix_n_flix/functions.ts           |     2 -
 src/bundles/plotly/functions.ts               |     2 +-
 src/bundles/plotly/plotly.ts                  |     4 +-
 src/bundles/plotly/sound_functions.ts         |     4 +-
 .../__tests__/ev3/components/Wheel.ts         |     2 +-
 .../controllers/ev3/components/Chassis.ts     |     2 +-
 .../controllers/ev3/components/Mesh.ts        |     6 +-
 .../controllers/ev3/components/Motor.ts       |     8 +-
 .../controllers/ev3/components/Wheel.ts       |     6 +-
 .../controllers/ev3/sensor/ColorSensor.ts     |     6 +-
 .../ev3/sensor/UltrasonicSensor.ts            |    10 +-
 .../controllers/ev3/sensor/types.ts           |     2 +-
 .../controllers/program/Program.ts            |     4 +-
 .../engine/Core/Controller.ts                 |     2 +-
 .../engine/Entity/EntityFactory.ts            |     2 +-
 .../robot_simulation/engine/Physics.ts        |     4 +-
 .../engine/Render/Renderer.ts                 |     2 +-
 .../engine/Render/helpers/Camera.ts           |     2 +-
 .../engine/Render/helpers/MeshFactory.ts      |     2 +-
 src/bundles/robot_simulation/engine/World.ts  |     6 +-
 src/bundles/robot_simulation/ev3_functions.ts |     8 +-
 src/bundles/rune/display.ts                   |   199 +-
 src/bundles/rune/functions.ts                 |  1314 +-
 src/bundles/rune/index.ts                     |     4 +
 src/bundles/rune/rune.ts                      |     3 +-
 src/bundles/rune/runes_ops.ts                 |    15 +-
 src/bundles/rune/runes_webgl.ts               |     1 -
 src/bundles/sound/functions.ts                |     2 -
 src/bundles/sound_fft/list.ts                 |     2 -
 src/bundles/sound_fft/sound_functions.ts      |     2 +-
 src/bundles/sound_matrix/list.ts              |     2 -
 src/bundles/stereo_sound/functions.ts         |     2 -
 src/bundles/unittest/__tests__/index.ts       |    49 +
 src/bundles/unittest/asserts.ts               |   116 +
 src/bundles/unittest/functions.ts             |    93 +
 src/bundles/unittest/index.ts                 |    36 +
 src/bundles/unittest/mocks.ts                 |    31 +
 src/bundles/unittest/types.ts                 |    30 +
 src/bundles/wasm/wabt.ts                      |     1 +
 src/common/__tests__/hextocolor.ts            |    17 +
 src/common/utilities.ts                       |    12 +
 src/tabs/ArcadeTwod/index.tsx                 |     2 +-
 src/tabs/CopyGc/index.tsx                     |     8 +-
 src/tabs/Csg/index.tsx                        |     2 +-
 src/tabs/Csg/types.ts                         |     2 +-
 src/tabs/Curve/animation_canvas_3d_curve.tsx  |     2 +-
 src/tabs/MarkSweep/index.tsx                  |     8 +-
 src/tabs/Nbody/index.tsx                      |     3 +-
 src/tabs/Pixnflix/index.tsx                   |     1 -
 src/tabs/Plotly/index.tsx                     |     4 +-
 src/tabs/RobotSimulation/components/Main.tsx  |     2 +-
 .../components/Simulation/index.tsx           |     6 +-
 .../components/TabPanels/ColorSensorPanel.tsx |     2 +-
 .../components/TabPanels/ConsolePanel.tsx     |     5 +-
 .../components/TabPanels/MotorPidPanel.tsx    |     4 +-
 .../TabPanels/UltrasonicSensorPanel.tsx       |     2 +-
 .../components/TabPanels/WheelPidPanel.tsx    |     4 +-
 src/tabs/RobotSimulation/index.tsx            |     2 +-
 src/tabs/Unittest/index.tsx                   |   128 +
 src/tabs/UnityAcademy/index.tsx               |     2 +-
 src/tabs/common/MultItemDisplay.tsx           |     2 +-
 src/tabs/physics_2d/DebugDrawCanvas.tsx       |     6 +-
 src/tsconfig.json                             |     5 +-
 src/typings/type_map/index.ts                 |    69 +
 vite.config.ts                                |    39 +-
 yarn.lock                                     | 18100 ++++++++++------
 133 files changed, 13004 insertions(+), 8378 deletions(-)
 delete mode 100644 .vscode/settings.json
 create mode 100644 .yarnrc.yml
 create mode 100644 renovate.json
 create mode 100644 scripts/src/build/docs/__tests__/building.test.ts
 create mode 100644 scripts/src/build/docs/__tests__/test_mocks/bundles/test0/index.ts
 create mode 100644 scripts/src/build/docs/__tests__/test_mocks/bundles/test1/index.ts
 create mode 100644 scripts/src/build/docs/__tests__/test_mocks/tsconfig.json
 create mode 100644 scripts/src/linting/__tests__/typeimports.test.ts
 create mode 100644 scripts/src/linting/typeimports.ts
 create mode 100644 src/bundles/curve/type_interface.ts
 create mode 100644 src/bundles/unittest/__tests__/index.ts
 create mode 100644 src/bundles/unittest/asserts.ts
 create mode 100644 src/bundles/unittest/functions.ts
 create mode 100644 src/bundles/unittest/index.ts
 create mode 100644 src/bundles/unittest/mocks.ts
 create mode 100644 src/bundles/unittest/types.ts
 create mode 100644 src/common/__tests__/hextocolor.ts
 create mode 100644 src/tabs/Unittest/index.tsx
 create mode 100644 src/typings/type_map/index.ts

diff --git a/.github/workflows/pages-deploy.yml b/.github/workflows/pages-deploy.yml
index f8107dea7c..6ed8cf9421 100644
--- a/.github/workflows/pages-deploy.yml
+++ b/.github/workflows/pages-deploy.yml
@@ -13,6 +13,9 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: recursive
+
+      - name: Enable Corepack
+        run: corepack enable
       
       - name: Use Node.js 💻
         uses: actions/setup-node@v4
@@ -20,23 +23,17 @@ jobs:
           node-version: 20
           cache: yarn
       
-      - name: Install dependencies (apt)
-        run: |
-          sudo apt-get update && \
-          sudo apt-get install -y --no-install-recommends libxi-dev libgl1-mesa-dev
-      
       - name: Install Dependencies 📦
-        run: yarn install --frozen-lockfile
+        run: yarn install --immutable
           
       - name: Build Modules 🔧
         run: yarn build --tsc --lint
       
-      
       - name: include java json
         run: cp -r src/java build
 
       - name: Deploy 🚀
-        uses: peaceiris/actions-gh-pages@v3
+        uses: peaceiris/actions-gh-pages@v4
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }} 
           publish_dir: ./build # The folder the action should deploy.
diff --git a/.github/workflows/pull-request.yml b/.github/workflows/pull-request.yml
index 82c5a54998..ff5a8e2e5d 100644
--- a/.github/workflows/pull-request.yml
+++ b/.github/workflows/pull-request.yml
@@ -13,6 +13,9 @@ jobs:
           uses: actions/checkout@v4
           with:
             submodules: recursive
+
+        - name: Enable Corepack
+          run: corepack enable
             
         - name: Use Node.js 💻
           uses: actions/setup-node@v4
@@ -20,13 +23,8 @@ jobs:
             node-version: 20
             cache: yarn
 
-        - name: Install dependencies (apt)
-          run: |
-            sudo apt-get update && \
-            sudo apt-get install -y --no-install-recommends libxi-dev libgl1-mesa-dev
-
         - name: Install dependencies
-          run: yarn install --frozen-lockfile
+          run: yarn install --immutable
 
         - name: Build bundles and tabs
           run: yarn build --tsc --lint
diff --git a/.gitignore b/.gitignore
index 9dc657cb09..bbb135dccf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,11 +4,9 @@
 node_modules/
 devserver/node_modules
 build/*
-/package-lock.json
 coverage/
 
-scripts/build/database.json
-scripts/bin.js
+scripts/dist
 
 # Compiled source #
 ###################
diff --git a/.gitmodules b/.gitmodules
index c1655131a5..f8c2f28716 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,3 +1,3 @@
 [submodule "src/java/java-packages"]
 	path = src/java/java-packages
-	url = https://github.com/source-academy/java-packages
+	url = ../../source-academy/java-packages.git
diff --git a/.husky/post-checkout b/.husky/post-checkout
index e5edfcd2ea..31da99e5a2 100755
--- a/.husky/post-checkout
+++ b/.husky/post-checkout
@@ -1,4 +1 @@
-#!/bin/sh
-. "$(dirname "$0")/_/husky.sh"
-
 yarn yarnhook
diff --git a/.husky/post-merge b/.husky/post-merge
index e5edfcd2ea..31da99e5a2 100755
--- a/.husky/post-merge
+++ b/.husky/post-merge
@@ -1,4 +1 @@
-#!/bin/sh
-. "$(dirname "$0")/_/husky.sh"
-
 yarn yarnhook
diff --git a/.husky/post-rewrite b/.husky/post-rewrite
index e5edfcd2ea..31da99e5a2 100755
--- a/.husky/post-rewrite
+++ b/.husky/post-rewrite
@@ -1,4 +1 @@
-#!/bin/sh
-. "$(dirname "$0")/_/husky.sh"
-
 yarn yarnhook
diff --git a/.husky/pre-commit b/.husky/pre-commit
index 9ee7c1da93..9b110aca78 100755
--- a/.husky/pre-commit
+++ b/.husky/pre-commit
@@ -1,4 +1 @@
-#!/bin/sh
-. "$(dirname "$0")/_/husky.sh"
-
 yarn test --color
diff --git a/.husky/pre-push b/.husky/pre-push
index 1599930a2c..2440a65365 100755
--- a/.husky/pre-push
+++ b/.husky/pre-push
@@ -1,4 +1 @@
-#!/bin/sh
-. "$(dirname "$0")/_/husky.sh"
-
 yarn build --lint --tsc
diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index df07be32fc..0000000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-  "eslint.experimental.useFlatConfig": true,
-  "files.eol": "\r\n",
-}
\ No newline at end of file
diff --git a/.yarnrc.yml b/.yarnrc.yml
new file mode 100644
index 0000000000..3186f3f079
--- /dev/null
+++ b/.yarnrc.yml
@@ -0,0 +1 @@
+nodeLinker: node-modules
diff --git a/devserver/src/components/Playground.tsx b/devserver/src/components/Playground.tsx
index 734d6a6335..386544bec5 100644
--- a/devserver/src/components/Playground.tsx
+++ b/devserver/src/components/Playground.tsx
@@ -8,7 +8,6 @@ import createContext from 'js-slang/dist/createContext';
 import { Chapter, Variant } from 'js-slang/dist/types';
 import { stringify } from 'js-slang/dist/utils/stringify';
 import React, { useCallback } from 'react';
-import { HotKeys } from 'react-hotkeys';
 import mockModuleContext from '../mockModuleContext';
 import type { InterpreterOutput } from '../types';
 import Workspace, { type WorkspaceProps } from './Workspace';
@@ -39,7 +38,7 @@ const createContextHelper = () => {
   return tempContext;
 };
 
-const Playground: React.FC<{}> = () => {
+const Playground: React.FC = () => {
   const [dynamicTabs, setDynamicTabs] = React.useState<SideContentTab[]>([]);
   const [selectedTabId, setSelectedTab] = React.useState(testTabContent.id);
   const [codeContext, setCodeContext] = React.useState<Context>(createContextHelper());
@@ -111,7 +110,6 @@ const Playground: React.FC<{}> = () => {
 
   const evalCode = () => {
     codeContext.errors = [];
-    // eslint-disable-next-line no-multi-assign
     codeContext.moduleContexts = mockModuleContext.moduleContexts = {};
 
     runInContext(editorValue, codeContext)
@@ -191,12 +189,10 @@ const Playground: React.FC<{}> = () => {
   };
 
   return (
-    <HotKeys
-      className={classNames('Playground', Classes.DARK)}
-    >
+    <div className={classNames('Playground', Classes.DARK)}>
       <OverlayToaster ref={toaster} />
       <Workspace {...workspaceProps} />
-    </HotKeys>
+    </div>
   );
 };
 
diff --git a/devserver/src/components/editor/Editor.tsx b/devserver/src/components/editor/Editor.tsx
index 3bc31c9cc0..e24b358a0b 100644
--- a/devserver/src/components/editor/Editor.tsx
+++ b/devserver/src/components/editor/Editor.tsx
@@ -1,15 +1,12 @@
-import { type Ace, require as acequire } from 'ace-builds';
+import { Card } from '@blueprintjs/core';
+import { require as acequire, type Ace } from 'ace-builds';
+import 'ace-builds/src-noconflict/ace';
 import 'ace-builds/src-noconflict/ext-language_tools';
 import 'ace-builds/src-noconflict/ext-searchbox';
-import 'ace-builds/esm-resolver';
-
 import 'js-slang/dist/editors/ace/theme/source';
-
 import React from 'react';
 import AceEditor, { type IAceEditorProps } from 'react-ace';
-import { HotKeys } from 'react-hotkeys';
-
-import { getModeString, selectMode } from '../utils/AceHelper';
+import { modeString, selectMode } from '../utils/AceHelper';
 import type { KeyFunction } from './EditorHotkeys';
 
 export type EditorKeyBindingHandlers = { [key in KeyFunction]?: () => void };
@@ -60,11 +57,6 @@ const moveCursor = (editor: AceEditor['editor'], position: Position) => {
   editor.renderer.scrollCursorIntoView(position, 0.5);
 };
 
-/* Override handler, so does not trigger when focus is in editor */
-const handlers = {
-  goGreen() {}
-};
-
 const Editor: React.FC<EditorProps> = (props: EditorProps) => {
   const reactAceRef: React.MutableRefObject<AceEditor | null> = React.useRef(null);
 
@@ -115,7 +107,7 @@ const Editor: React.FC<EditorProps> = (props: EditorProps) => {
     fontSize: 17,
     height: '100%',
     highlightActiveLine: false,
-    mode: getModeString(),
+    mode: modeString,
     theme: 'source',
     value: props.editorValue,
     width: '100%',
@@ -137,47 +129,16 @@ const Editor: React.FC<EditorProps> = (props: EditorProps) => {
         },
         exec: props.handleEditorEval
       }
-      // {
-      //   name: 'navigate',
-      //   bindKey: {
-      //     win: 'Ctrl-B',
-      //     mac: 'Command-B'
-      //   }
-      // },
-      // {
-      //   name: 'refactor',
-      //   bindKey: {
-      //     win: 'Ctrl-M',
-      //     mac: 'Command-M'
-      //   }
-      // },
-      // {
-      //   name: 'highlightScope',
-      //   bindKey: {
-      //     win: 'Ctrl-Shift-H',
-      //     mac: 'Command-Shift-H'
-      //   },
-      // },
-      // {
-      //   name: ' typeInferenceDisplay',
-      //     bindKey: {
-      //     win: 'Ctrl-Shift-M',
-      //     mac: 'Command-Shift-M'
-      //   }
-      // }
     ]
-    // commands: Object.entries(keyHandlers)
-    // .filter(([_, exec]) => exec)
-    // .map(([name, exec]) => ({ name, bindKey: keyBindings[name], exec: exec! }))
   };
 
   return (
     <div className="editor-container">
-      <HotKeys className="Editor bp4-card bp4-elevation-0" handlers={handlers}>
+      <Card className="Editor">
         <div className="row editor-react-ace" data-testid="Editor">
           <AceEditor {...aceEditorProps} ref={reactAceRef} />
         </div>
-      </HotKeys>
+      </Card>
     </div>
   );
 };
diff --git a/devserver/src/components/sideContent/TestTab.tsx b/devserver/src/components/sideContent/TestTab.tsx
index cc1fcd0115..6e0e2f16ba 100644
--- a/devserver/src/components/sideContent/TestTab.tsx
+++ b/devserver/src/components/sideContent/TestTab.tsx
@@ -1,20 +1,21 @@
 import { IconNames } from '@blueprintjs/icons';
 import type { SideContentTab } from './types';
 
-const TestTab = () => <div style={{
-  display: 'flex',
-  flexDirection: 'column',
-  alignItems: 'center',
-  marginBottom: '5px'
-}}>
-  <h2>Source Academy Tab Development Server</h2>
-  <p style={{
+const TestTab: React.FC = () => (
+  <div style={{
+    display: 'flex',
+    flexDirection: 'column',
+    alignItems: 'center',
+    marginBottom: '5px'
   }}>
-    Run some code that imports modules in the editor on the left. You should see the corresponding module tab spawn.<br />
-    Whenever you make changes to the tab, the server should automatically reload and show the changes that you've made <br />
-    If that does not happen, you can click the refresh button to manually reload tabs
-  </p>
-</div>;
+    <h2>Source Academy Tab Development Server</h2>
+    <p>
+      Run some code that imports modules in the editor on the left. You should see the corresponding module tab spawn.<br />
+      Whenever you make changes to the tab, the server should automatically reload and show the changes that you've made <br />
+      If that does not happen, you can click the refresh button to manually reload tabs
+    </p>
+  </div>
+);
 
 const testTabContent: SideContentTab = {
   id: 'test',
diff --git a/devserver/src/components/utils/AceHelper.ts b/devserver/src/components/utils/AceHelper.ts
index 770e07a92f..b03488dbf8 100644
--- a/devserver/src/components/utils/AceHelper.ts
+++ b/devserver/src/components/utils/AceHelper.ts
@@ -1,9 +1,8 @@
-/* eslint-disable new-cap */
+import * as ace from 'ace-builds/src-noconflict/ace';
 import { HighlightRulesSelector, ModeSelector } from 'js-slang/dist/editors/ace/modes/source';
 import { Chapter, Variant } from 'js-slang/dist/types';
-import ace from 'react-ace';
 
-export const getModeString = () => `source${Chapter.SOURCE_4}${Variant.DEFAULT}${''}`;
+export const modeString = `source${Chapter.SOURCE_4}${Variant.DEFAULT}`;
 
 /**
  * This _modifies global state_ and defines a new Ace mode globally, if it does not already exist.
@@ -15,12 +14,7 @@ export const selectMode = () => {
   const variant = Variant.DEFAULT;
   const library = '';
 
-  if (
-  // eslint-disable-next-line @typescript-eslint/ban-ts-comment
-  // @ts-expect-error
-    typeof ace.define.modules[`ace/mode/${getModeString(chapter, variant, library)}`]?.Mode
-    === 'function'
-  ) {
+  if (typeof ace.define.modules[`ace/mode/${modeString}`]?.Mode === 'function') {
     return;
   }
 
diff --git a/devserver/src/main.tsx b/devserver/src/main.tsx
index 38c8f70447..16fd848d99 100644
--- a/devserver/src/main.tsx
+++ b/devserver/src/main.tsx
@@ -1,13 +1,14 @@
 import React from 'react';
-import ReactDOM from 'react-dom';
-
-import './styles/index.scss';
+import ReactDOM from 'react-dom/client';
 import Playground from './components/Playground';
+import './styles/index.scss';
+
+const root = ReactDOM.createRoot(document.getElementById('root')!);
 
-ReactDOM.render(<React.StrictMode>
+root.render(<React.StrictMode>
   <div className="Application">
     <div className="Application__main">
       <Playground />
     </div>
   </div>
-</React.StrictMode>, document.getElementById('root')!);
+</React.StrictMode>);
diff --git a/devserver/src/styles/_commons.scss b/devserver/src/styles/_commons.scss
index fffd5c8ffe..0778effae2 100644
--- a/devserver/src/styles/_commons.scss
+++ b/devserver/src/styles/_commons.scss
@@ -1,36 +1,3 @@
-.ContentDisplay {
-  height: fit-content;
-  width: 100%;
-
-  &.row {
-    margin-right: 0px;
-    margin-left: 0px;
-  }
-
-  .#{$ns}-non-ideal-state {
-    padding-bottom: 0.7rem;
-
-    > .#{$ns}-non-ideal-state-visual .#{$ns}-icon {
-      display: flex;
-    }
-  }
-
-  .contentdisplay-content-parent {
-    margin-top: 20px;
-    margin-bottom: 20px;
-    padding: 0px;
-
-    .contentdisplay-content {
-      background-color: white;
-      > * {
-        &:last-child {
-          margin-bottom: 0;
-        }
-      }
-    }
-  }
-}
-
 .#{$ns}-running-text.md {
   pre > code {
     -webkit-box-shadow: none;
@@ -60,39 +27,3 @@
     top: 0;
   }
 }
-
-.WhiteBackground {
-  background-color: white;
-  padding: 20px;
-  border-radius: 10px;
-}
-
-.Horizontal {
-  display: flex;
-  flex-direction: row;
-  justify-content: space-evenly;
-}
-
-.Vertical {
-  display: flex;
-  flex-direction: column;
-  justify-content: space-evenly;
-  align-items: center;
-}
-
-.VerticalStack {
-  > * + * {
-    margin-top: 10px;
-  }
-}
-
-.Centered {
-  display: flex;
-  flex-direction: row;
-  align-items: center;
-  justify-content: space-evenly;
-}
-
-.WaitingCursor {
-  cursor: wait;
-}
diff --git a/devserver/src/styles/_editorTabs.scss b/devserver/src/styles/_editorTabs.scss
index d2cb8966f4..41d9570a8b 100644
--- a/devserver/src/styles/_editorTabs.scss
+++ b/devserver/src/styles/_editorTabs.scss
@@ -10,48 +10,3 @@
     padding-right: 8px;
   }
 }
-
-.editor-tab-container {
-  display: flex;
-  flex-direction: row;
-  column-gap: 4px;
-  overflow-x: scroll;
-  // Hide scrollbar on Firefox.
-  scrollbar-width: none;
-  // Hide scrollbar on Webkit-based browsers.
-  &::-webkit-scrollbar {
-    width: 0;
-    height: 0;
-  }
-  padding-bottom: 4px;
-}
-
-.editor-tab {
-  padding: 5px 5px 5px 10px;
-  // !important is necessary to override the default Card background-color property.
-  background-color: $cadet-color-1 !important;
-  display: flex;
-  flex-direction: row;
-  column-gap: 4px;
-  user-select: none;
-  white-space: nowrap;
-
-  &:hover {
-    // !important is necessary to override the default Card background-color property.
-    background-color: $cadet-color-3 !important;
-  }
-
-  &.selected {
-    // !important is necessary to override the default Card background-color property.
-    background-color: $cadet-color-2 !important;
-  }
-
-  .remove-button {
-    opacity: 25%;
-
-    &:hover {
-      background: black;
-      border-radius: 10px;
-    }
-  }
-}
diff --git a/devserver/src/styles/_global.scss b/devserver/src/styles/_global.scss
index 5922a82b6e..22f108c6fa 100644
--- a/devserver/src/styles/_global.scss
+++ b/devserver/src/styles/_global.scss
@@ -20,24 +20,3 @@ $achievement-assets: 'https://source-academy-assets.s3-ap-southeast-1.amazonaws.
 .WorkspaceParent {
   min-height: 0;
 }
-
-.#{$ns}-tag {
-  text-align: center;
-}
-
-.badge {
-  left: -15px;
-  position: absolute;
-  top: -15px;
-  z-index: 3;
-}
-
-.#{$ns}-overlay {
-  .#{$ns}-popover2-content {
-    .badge-tag {
-      background-color: transparent;
-      margin-left: 0.4rem;
-      margin-right: 0.4rem;
-    }
-  }
-}
diff --git a/devserver/src/styles/index.scss b/devserver/src/styles/index.scss
index 49e5b163d3..d204059a1d 100644
--- a/devserver/src/styles/index.scss
+++ b/devserver/src/styles/index.scss
@@ -3,12 +3,6 @@
 @import '@blueprintjs/core/lib/css/blueprint.css';
 @import '@blueprintjs/core/lib/scss/variables';
 
-// CSS styles for react-mde Markdown editor
-// (currently this editor is only used for grading comments)
-// react-mde-preview.css is excluded to avoid conflict with blueprintjs
-// styles in the preview tab of the editor, providing a more accurate
-// depiction of what the actual comment will look like
-
 @import 'global';
 
 @import 'application';
diff --git a/devserver/src/vite-env.d.ts b/devserver/src/vite-env.d.ts
index 14fa749230..11f02fe2a0 100644
--- a/devserver/src/vite-env.d.ts
+++ b/devserver/src/vite-env.d.ts
@@ -1 +1 @@
-// / <reference types="vite/client" />
+/// <reference types="vite/client" />
diff --git a/devserver/tsconfig.json b/devserver/tsconfig.json
index 405ed40f9f..2e4923875b 100644
--- a/devserver/tsconfig.json
+++ b/devserver/tsconfig.json
@@ -17,6 +17,7 @@
 
     /* Linting */
     "strict": true,
+    "forceConsistentCasingInFileNames": true,
     "noUnusedLocals": true,
     "noUnusedParameters": true,
     "noFallthroughCasesInSwitch": true,
diff --git a/eslint.config.js b/eslint.config.js
index 4ee15bbce5..775263e5f0 100644
--- a/eslint.config.js
+++ b/eslint.config.js
@@ -1,25 +1,29 @@
+// @ts-check
+
 import js from '@eslint/js';
 import stylePlugin from '@stylistic/eslint-plugin';
-import importPlugin from 'eslint-plugin-import';
+import * as importPlugin from 'eslint-plugin-import';
 import jestPlugin from 'eslint-plugin-jest';
+import reactPlugin from 'eslint-plugin-react';
 import reactHooksPlugin from 'eslint-plugin-react-hooks';
 import globals from 'globals';
+
 import tseslint from 'typescript-eslint';
 
+import typeImportsPlugin from './scripts/dist/typeimports.js';
+
 const todoTreeKeywordsWarning = ['TODO', 'TODOS', 'TODO WIP', 'FIXME', 'WIP'];
 const todoTreeKeywordsAll = [...todoTreeKeywordsWarning, 'NOTE', 'NOTES', 'LIST'];
 
-/**
- * @type {import('eslint').Linter.FlatConfig[]}
- */
-export default [
+export default tseslint.config(
   {
     // global ignores
     ignores: [
       '**/*.snap',
       'build/**',
       'scripts/**/templates/templates/**',
-      'scripts/bin.js',
+      'scripts/src/build/docs/__tests__/test_mocks/**',
+      'scripts/dist',
       'src/**/samples/**'
     ]
   },
@@ -74,6 +78,7 @@ export default [
     },
     plugins: {
       '@typescript-eslint': tseslint.plugin,
+      'typeImports': typeImportsPlugin
     },
     rules: {
       'no-unused-vars': 'off', // Use the typescript eslint rule instead
@@ -85,13 +90,16 @@ export default [
       '@typescript-eslint/no-unused-vars': ['warn', { argsIgnorePattern: '^_' }], // Was 'error'
       '@typescript-eslint/prefer-ts-expect-error': 'warn',
       '@typescript-eslint/sort-type-constituents': 'warn',
+
+      'typeImports/collate-type-imports': 'warn'
     }
   },
   {
     // global for TSX files
     files: ['**/*.tsx'],
     plugins: {
-      'react-hooks': reactHooksPlugin
+      'react-hooks': reactHooksPlugin,
+      'react': reactPlugin
     },
     rules: {
       'react-hooks/rules-of-hooks': 'error',
@@ -114,8 +122,13 @@ export default [
     rules: {
       'prefer-const': 'warn', // Was 'error'
 
+      '@typescript-eslint/no-empty-object-type': ['error', {
+        allowInterfaces: 'with-single-extends',
+        allowWithName: '(?:Props)|(?:State)$'
+      }],
       '@typescript-eslint/no-namespace': 'off', // Was 'error'
       '@typescript-eslint/no-var-requires': 'warn', // Was 'error'
+      '@typescript-eslint/no-unsafe-function-type': 'off',
       '@typescript-eslint/switch-exhaustiveness-check': 'error',
     },
   },
@@ -153,7 +166,7 @@ export default [
       },
       globals: {
         ...globals.browser,
-        ...globals.node2020
+        ...globals.node
       }
     },
   },
@@ -175,4 +188,4 @@ export default [
       'jest/valid-describe-callback': 'off'
     }
   }
-];
+);
diff --git a/modules.json b/modules.json
index f4d3a6523c..042a83fe36 100644
--- a/modules.json
+++ b/modules.json
@@ -119,5 +119,10 @@
     "tabs": [
       "Nbody"
     ]
+  },
+  "unittest": {
+    "tabs": [
+      "Unittest"
+    ]
   }
 }
diff --git a/package.json b/package.json
index 15c5b1033b..e36b0d4c27 100644
--- a/package.json
+++ b/package.json
@@ -32,10 +32,10 @@
     "dev": "yarn scripts build modules && yarn serve",
     "docs": "yarn scripts build docs",
     "lint": "yarn scripts lint",
-    "prepare": "husky install",
+    "prepare": "husky",
     "postinstall": "patch-package && yarn scripts:build",
-    "scripts": "node --max-old-space-size=4096 scripts/bin.js",
-    "serve": "http-server --cors=* -c-1 -p 8022 ./build",
+    "scripts": "node --max-old-space-size=4096 scripts/dist/bin.js",
+    "serve": "http-server '--cors=*' -c-1 -p 8022 ./build",
     "template": "yarn scripts template",
     "test": "yarn scripts test",
     "test:all": "yarn test && yarn scripts:test",
@@ -45,51 +45,50 @@
     "devserver:lint": "eslint devserver",
     "devserver:tsc": "tsc --project devserver/tsconfig.json",
     "scripts:all": "node scripts/scripts_manager.js",
-    "scripts:build": "node scripts/scripts_manager.js build",
+    "scripts:build": "node scripts/scripts_manager.js build && yarn lint:build",
     "scripts:lint": "eslint scripts",
     "scripts:tsc": "tsc --project scripts/tsconfig.json",
-    "scripts:test": "node scripts/scripts_manager.js test"
+    "scripts:test": "node scripts/scripts_manager.js test",
+    "lint:build": "esbuild --bundle --format=esm --outfile=scripts/dist/typeimports.js scripts/src/linting/typeimports.ts"
   },
   "devDependencies": {
     "@commander-js/extra-typings": "^12.0.0",
-    "@stylistic/eslint-plugin": "^1.7.0",
-    "@types/dom-mediacapture-record": "^1.0.11",
+    "@stylistic/eslint-plugin": "^4.2.0",
     "@types/estree": "^1.0.0",
     "@types/jest": "^27.4.1",
     "@types/lodash": "^4.14.198",
-    "@types/node": "^20.8.9",
-    "@types/plotly.js-dist": "npm:@types/plotly.js",
-    "@types/react": "^18.2.79",
-    "@types/react-dom": "^18.2.0",
-    "@types/three": "^0.163.0",
-    "@vitejs/plugin-react": "^4.0.4",
+    "@types/node": "^20.12.12",
+    "@types/plotly.js": "^2.35.4",
+    "@types/react": "^18.3.2",
+    "@types/react-dom": "^18.3.0",
+    "@types/three": "^0.175.0",
+    "@vitejs/plugin-react": "^4.3.4",
     "acorn": "^8.8.1",
-    "acorn-jsx": "^5.3.2",
     "astring": "^1.8.6",
     "chalk": "^5.0.1",
     "commander": "^12.0.0",
     "console-table-printer": "^2.11.1",
-    "esbuild": "^0.18.20",
-    "eslint": "^8.57.0",
-    "eslint-import-resolver-typescript": "^2.7.1",
-    "eslint-plugin-import": "^2.29.1",
-    "eslint-plugin-jest": "^27.9.0",
-    "eslint-plugin-jsx-a11y": "^6.5.1",
-    "eslint-plugin-react-hooks": "^4.4.0",
-    "globals": "^14.0.0",
-    "http-server": "^0.12.3",
-    "husky": "5",
+    "esbuild": "^0.25.0",
+    "eslint": "^9.21.0",
+    "eslint-plugin-import": "^2.31.0",
+    "eslint-plugin-jest": "^28.11.0",
+    "eslint-plugin-jsx-a11y": "^6.10.2",
+    "eslint-plugin-react": "^7.37.4",
+    "eslint-plugin-react-hooks": "^5.1.0",
+    "globals": "^15.11.0",
+    "http-server": "^0.13.0",
+    "husky": "^9.0.11",
     "jest": "^29.7.0",
     "jest-environment-jsdom": "^29.4.1",
+    "jest-mock": "^29.7.0",
+    "postinstall-postinstall": "^2.1.0",
     "re-resizable": "^6.9.11",
-    "react-hotkeys": "^2.0.0",
-    "react-responsive": "^9.0.2",
-    "sass": "^1.66.1",
+    "sass": "^1.85.0",
     "ts-jest": "^29.1.2",
     "typedoc": "^0.25.12",
-    "typescript": "^5.4.3",
-    "typescript-eslint": "^7.3.1",
-    "vite": "^4.5.5",
+    "typescript": "^5.8.2",
+    "typescript-eslint": "^8.24.1",
+    "vite": "^6.2.5",
     "yarnhook": "^0.5.1"
   },
   "dependencies": {
@@ -103,31 +102,25 @@
     "@jscad/stl-serializer": "2.1.11",
     "ace-builds": "^1.25.1",
     "classnames": "^2.3.1",
-    "dayjs": "^1.10.4",
-    "events": "^3.3.0",
     "fft.js": "^4.0.4",
     "gl-matrix": "^3.3.0",
-    "js-slang": "^1.0.73",
+    "js-slang": "^1.0.81",
     "lodash": "^4.17.21",
     "mqtt": "^4.3.7",
-    "nbody": "^0.1.1",
-    "os": "^0.1.2",
+    "nbody": "^0.2.0",
     "patch-package": "^6.5.1",
     "phaser": "^3.54.0",
     "plotly.js-dist": "^2.17.1",
-    "postinstall-postinstall": "^2.1.0",
-    "react": "^18.2.0",
+    "react": "^18.3.1",
     "react-ace": "^10.1.0",
-    "react-dom": "^18.2.0",
+    "react-dom": "^18.3.1",
     "regl": "^2.1.0",
     "saar": "^1.0.4",
     "save-file": "^2.3.1",
     "source-academy-utils": "^1.0.0",
     "source-academy-wabt": "^1.0.4",
-    "three": "^0.163.0",
-    "tslib": "^2.3.1",
-    "uniqid": "^5.4.0",
-    "url": "^0.11.3"
+    "three": "^0.175.0",
+    "uniqid": "^5.4.0"
   },
   "jest": {
     "projects": [
@@ -135,8 +128,5 @@
       "scripts/jest.config.js"
     ]
   },
-  "resolutions": {
-    "esbuild": "^0.18.20",
-    "**/gl": "^6.0.2"
-  }
+  "packageManager": "yarn@4.8.1"
 }
diff --git a/renovate.json b/renovate.json
new file mode 100644
index 0000000000..5db72dd6a9
--- /dev/null
+++ b/renovate.json
@@ -0,0 +1,6 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": [
+    "config:recommended"
+  ]
+}
diff --git a/scripts/scripts_manager.js b/scripts/scripts_manager.js
index 93c9d5e008..7aa7a5278a 100644
--- a/scripts/scripts_manager.js
+++ b/scripts/scripts_manager.js
@@ -20,7 +20,7 @@ async function buildScripts({ dev }) {
     format: 'esm',
     logLevel: 'warning',
     minify: !dev,
-    outfile: pathlib.join(dirname, 'bin.js'),
+    outfile: pathlib.join(dirname, 'dist', 'bin.js'),
     packages: 'external',
     platform: 'node',
     treeShaking: true,
diff --git a/scripts/src/build/docs/__tests__/building.test.ts b/scripts/src/build/docs/__tests__/building.test.ts
new file mode 100644
index 0000000000..786787b57f
--- /dev/null
+++ b/scripts/src/build/docs/__tests__/building.test.ts
@@ -0,0 +1,52 @@
+import fs from 'fs/promises';
+import type { MockedFunction } from 'jest-mock';
+import { initTypedoc } from '../docsUtils';
+import * as json from '../json';
+
+jest.spyOn(json, 'buildJson');
+
+const mockedWriteFile = fs.writeFile as MockedFunction<typeof fs.writeFile>;
+
+const test0Obj = {
+  test_function: {
+    kind: 'function',
+    params: [['_param0', 'string']],
+    description: '<p>This is just some test function</p>',
+    retType: 'number'
+  }
+};
+
+const test1Obj = {
+  test_variable: {
+    kind: 'variable',
+    type: 'number',
+    description: '<p>Test variable</p>'
+  }
+};
+
+const workingDir = __dirname + '/test_mocks';
+
+function matchObj<T>(raw: string, expected: T) {
+  expect(JSON.parse(raw)).toMatchObject(expected);
+}
+
+describe('Check that buildJsons can handle building different numbers of bundles', () => {
+  test('Building the json documentation for a single bundle', async () => {
+    const [project,] = await initTypedoc(['test0'], workingDir, false, false);
+    await json.buildJsons({ bundles: ['test0'] }, workingDir, project);
+
+    expect(json.buildJson).toHaveBeenCalledTimes(1);
+    const [[, test0str]] = mockedWriteFile.mock.calls;
+    matchObj(test0str as string, test0Obj);
+  });
+
+  test('Building the json documentation for multiple bundles', async () => {
+    const [project,] = await initTypedoc(['test0', 'test1'], workingDir, false, false);
+    await json.buildJsons({ bundles: ['test0', 'test1'] }, workingDir, project);
+
+    expect(json.buildJson).toHaveBeenCalledTimes(2);
+    const [[, test0Str], [, test1Str]] = mockedWriteFile.mock.calls;
+    matchObj(test0Str as string, test0Obj);
+    matchObj(test1Str as string, test1Obj);
+  });
+});
diff --git a/scripts/src/build/docs/__tests__/test_mocks/bundles/test0/index.ts b/scripts/src/build/docs/__tests__/test_mocks/bundles/test0/index.ts
new file mode 100644
index 0000000000..e7dee10395
--- /dev/null
+++ b/scripts/src/build/docs/__tests__/test_mocks/bundles/test0/index.ts
@@ -0,0 +1,8 @@
+/**
+ * This is just some test function
+ * @param _param0 Test parameter
+ * @returns Zero
+ */
+export function test_function(_param0: string) {
+  return 0;
+}
diff --git a/scripts/src/build/docs/__tests__/test_mocks/bundles/test1/index.ts b/scripts/src/build/docs/__tests__/test_mocks/bundles/test1/index.ts
new file mode 100644
index 0000000000..9f313a9cbd
--- /dev/null
+++ b/scripts/src/build/docs/__tests__/test_mocks/bundles/test1/index.ts
@@ -0,0 +1,4 @@
+/**
+ * Test variable
+ */
+export const test_variable: number = 0;
diff --git a/scripts/src/build/docs/__tests__/test_mocks/tsconfig.json b/scripts/src/build/docs/__tests__/test_mocks/tsconfig.json
new file mode 100644
index 0000000000..d9a93d7cd9
--- /dev/null
+++ b/scripts/src/build/docs/__tests__/test_mocks/tsconfig.json
@@ -0,0 +1,45 @@
+{
+  "compilerOptions": {
+    /* Allow JavaScript files to be imported inside your project, instead of just .ts and .tsx files. */
+    "allowJs": false,
+    /* When set to true, allowSyntheticDefaultImports allows you to write an import like "import React from "react";" */
+    "allowSyntheticDefaultImports": true,
+    /* See https://www.typescriptlang.org/tsconfig#esModuleInterop */
+    "esModuleInterop": true,
+    /* Controls how JSX constructs are emitted in JavaScript files. This only affects output of JS files that started in .tsx files. */
+    "jsx": "react-jsx",
+    /* See https://www.typescriptlang.org/tsconfig#lib */
+    "lib": ["es6", "dom", "es2016", "ESNext", "scripthost"],
+    /* Sets the module system for the program. See the Modules reference page for more information. */
+    "module": "esnext",
+    /* Specify the module resolution strategy: 'node' (Node.js) or 'classic' (used in TypeScript before the release of 1.6). */
+    "moduleResolution": "node",
+    /* Do not emit compiler output files like JavaScript source code, source-maps or declarations. */
+    "noEmit": true,
+    /* Allows importing modules with a ‘.json’ extension, which is a common practice in node projects. */
+    "resolveJsonModule": true,
+    /* The longest common path of all non-declaration input files. */
+    "rootDir": "./",
+    /* Enables the generation of sourcemap files. These files allow debuggers and other tools to display the original TypeScript source code when actually working with the emitted JavaScript files. */
+    "sourceMap": false,
+    /* Skip running typescript on declaration files. This option is needed due to a known bug in react-ace */
+    "skipLibCheck": true,
+    /* The strict flag enables a wide range of type checking behavior that results in stronger guarantees of program correctness. */
+    "strict": true,
+    "forceConsistentCasingInFileNames": true,
+    /* The target setting changes which JS features are downleveled and which are left intact. */
+    "target": "es6",
+    /* In some cases where no type annotations are present, TypeScript will fall back to a type of any for a variable when it cannot infer the type. */
+    /* *** TEMPORARILY ADDED UNTIL ALL MODULES HAVE BEEN REFACTORED!!!!!!!!!!! *** */
+    "noImplicitAny": false,
+    "verbatimModuleSyntax": true,
+    "paths": {
+      "js-slang/context": ["./typings/js-slang/context.d.ts"]
+    },
+    "ignoreDeprecations": "5.0"
+  },
+  /* Specifies an array of filenames or patterns to include in the program. These filenames are resolved relative to the directory containing the tsconfig.json file. */
+  "include": ["."],
+  /* Specifies an array of filenames or patterns that should be skipped when resolving include. */
+  "exclude": ["jest.config.js"]
+}
diff --git a/scripts/src/build/docs/json.ts b/scripts/src/build/docs/json.ts
index 67ff1ad353..87746811df 100644
--- a/scripts/src/build/docs/json.ts
+++ b/scripts/src/build/docs/json.ts
@@ -48,7 +48,7 @@ const parsers = {
   }
 } satisfies Partial<Record<td.ReflectionKind, (element: td.DeclarationReflection) => any>>;
 
-async function buildJson(name: string, reflection: td.DeclarationReflection, outDir: string): Promise<OperationResult> {
+export const buildJson = async (name: string, reflection: td.DeclarationReflection, outDir: string): Promise<OperationResult> => {
   try {
     const jsonData = reflection.children.reduce((res, element) => {
       const parser = parsers[element.kind];
@@ -73,7 +73,7 @@ async function buildJson(name: string, reflection: td.DeclarationReflection, out
       error
     };
   }
-}
+};
 
 // For some reason if you want to properly test these functions in Jest
 // They've gotta be declared as constants
diff --git a/scripts/src/build/prebuild/lint.ts b/scripts/src/build/prebuild/lint.ts
index 2e4f3669c4..128fba69b9 100644
--- a/scripts/src/build/prebuild/lint.ts
+++ b/scripts/src/build/prebuild/lint.ts
@@ -1,14 +1,7 @@
 import chalk from 'chalk';
-/*
-  Unfortunately, people like to leave parts of their API
-  undocumented, so using the FlatConfig linter with the
-  current version of eslint means we can't get any
-  typing for it
-*/
-// @ts-expect-error 2305
 import { loadESLint, type ESLint } from 'eslint';
 import { lintFixOption, retrieveBundlesAndTabs, wrapWithTimer } from '@src/commandUtils';
-import { findSeverity, divideAndRound, type Severity, type AwaitedReturn } from '../utils';
+import { divideAndRound, findSeverity, type AwaitedReturn, type Severity } from '../utils';
 import { createPrebuildCommand, createPrebuildCommandHandler, type PrebuildOptions } from './utils';
 
 interface LintResults {
diff --git a/scripts/src/build/prebuild/utils.ts b/scripts/src/build/prebuild/utils.ts
index b0f85e11e3..4ec2edfbf5 100644
--- a/scripts/src/build/prebuild/utils.ts
+++ b/scripts/src/build/prebuild/utils.ts
@@ -9,7 +9,7 @@ export interface PrebuildOptions {
   tabs: string[]
 }
 
-export interface PrebuildResult<T extends { severity: Severity }> extends TimedResult<T> {}
+export type PrebuildResult<T extends { severity: Severity }> = TimedResult<T>;
 
 export function createPrebuildCommand(
   commandName: string,
diff --git a/scripts/src/linting/__tests__/typeimports.test.ts b/scripts/src/linting/__tests__/typeimports.test.ts
new file mode 100644
index 0000000000..cf4d721fa3
--- /dev/null
+++ b/scripts/src/linting/__tests__/typeimports.test.ts
@@ -0,0 +1,45 @@
+import { RuleTester } from 'eslint';
+import typeImportsPlugin from '../typeimports';
+
+describe('Test collateTypeImports', () => {
+  const tester = new RuleTester({
+    'languageOptions': {
+      // eslint-disable-next-line @typescript-eslint/no-require-imports
+      parser: require('@typescript-eslint/parser'),
+      parserOptions: {
+        ecmaVersion: 6,
+        sourceType: 'module'
+      }
+    },
+  });
+
+  tester.run(
+    'collate-type-imports',
+    typeImportsPlugin.rules['collate-type-imports'],
+    {
+      valid: [
+        'import type { a, b } from "wherever"',
+        '',
+        'import { type a, b } from "wherever"',
+        'import { a, b } from "wherever"',
+        'import a, { type b } from "wherever"',
+        'import type { a as b } from "wherever"',
+        'import { type a as b, c } from "wherever"',
+        'import "wherever"',
+      ],
+      invalid: [{
+        code: 'import { type a, type b } from "wherever"',
+        errors: 1,
+        output: 'import type { a, b } from \'wherever\''
+      }, {
+        code: 'import { type a } from "wherever"',
+        errors: 1,
+        output: 'import type { a } from \'wherever\''
+      }, {
+        code: 'import { type a as b } from "wherever"',
+        errors: 1,
+        output: "import type { a as b } from 'wherever'"
+      }]
+    }
+  );
+});
diff --git a/scripts/src/linting/typeimports.ts b/scripts/src/linting/typeimports.ts
new file mode 100644
index 0000000000..9070e6b85e
--- /dev/null
+++ b/scripts/src/linting/typeimports.ts
@@ -0,0 +1,57 @@
+import type { ESLint } from 'eslint';
+import type es from 'estree';
+
+function isImportSpecifier(spec: es.ImportDeclaration['specifiers'][number]): spec is es.ImportSpecifier {
+  return spec.type === 'ImportSpecifier';
+}
+
+function specToString(spec: es.ImportSpecifier) {
+  if (spec.imported.type === 'Identifier') {
+    if (spec.imported.name === spec.local.name) {
+      return spec.imported.name;
+    }
+    return `${spec.imported.name} as ${spec.local.name}`;
+  }
+  return '';
+}
+
+const typeImportsPlugin = {
+  meta: {
+    name: 'Type Imports Plugin',
+    version: '1.0.0'
+  },
+  rules: {
+    'collate-type-imports': {
+      meta: {
+        type: 'suggestion',
+        fixable: 'code'
+      },
+      create: context => ({
+        ImportDeclaration(node) {
+          if (node.importKind === 'type' || node.specifiers.length === 0) return;
+
+          // @ts-expect-error import kind is unknown property
+          if (node.specifiers.some(spec => !isImportSpecifier(spec) || spec.importKind !== 'type')) return;
+
+          context.report({
+            node,
+            message: 'Use a single type specifier',
+            fix(fixer) {
+              const regularSpecs = (node.specifiers as es.ImportSpecifier[]).map(specToString);
+
+              return [
+                fixer.remove(node),
+                fixer.insertTextAfter(
+                  node,
+                  `import type { ${regularSpecs.join(', ')} } from '${node.source.value}'`
+                )
+              ];
+            }
+          });
+        }
+      })
+    }
+  }
+} satisfies ESLint.Plugin;
+
+export default typeImportsPlugin;
diff --git a/scripts/src/templates/__tests__/names.test.ts b/scripts/src/templates/__tests__/names.test.ts
index eaf0b6ce6c..633cca5014 100644
--- a/scripts/src/templates/__tests__/names.test.ts
+++ b/scripts/src/templates/__tests__/names.test.ts
@@ -18,5 +18,5 @@ testFunction(isSnakeCase, [
   ['snake_case', true],
   ['arcade_2d', true],
   ['PascalCase', false],
-  ['pascalCase', false]
+  ['camelCase', false]
 ]);
diff --git a/scripts/src/templates/__tests__/template.test.ts b/scripts/src/templates/__tests__/template.test.ts
index 810e62e4a9..28d14e2b30 100644
--- a/scripts/src/templates/__tests__/template.test.ts
+++ b/scripts/src/templates/__tests__/template.test.ts
@@ -61,7 +61,7 @@ describe('Test adding new module', () => {
   });
 
   it('should require camel case for module names', async () => {
-    mockedAskQuestion.mockResolvedValueOnce('pascalCase');
+    mockedAskQuestion.mockResolvedValueOnce('camelCase');
     await expectCommandFailure('Module names must be in snake case. (eg. binary_tree)');
   });
 
diff --git a/scripts/src/templates/index.ts b/scripts/src/templates/index.ts
index d971e56c77..a8fd7d34f8 100644
--- a/scripts/src/templates/index.ts
+++ b/scripts/src/templates/index.ts
@@ -8,7 +8,6 @@ import { addNew as addNewTab } from './tab';
 
 async function askMode(rl: Interface) {
   while (true) {
-    // eslint-disable-next-line no-await-in-loop
     const mode = await askQuestion('What would you like to create? (module/tab)', rl);
     if (mode !== 'module' && mode !== 'tab') {
       warn("Please answer with only 'module' or 'tab'.");
diff --git a/scripts/src/templates/module.ts b/scripts/src/templates/module.ts
index d49b0642d3..e53bbb51e0 100644
--- a/scripts/src/templates/module.ts
+++ b/scripts/src/templates/module.ts
@@ -1,9 +1,7 @@
 import fs from 'fs/promises';
-
 import type { Interface } from 'readline/promises';
 import { promiseAll } from '@src/commandUtils';
 import { type ModuleManifest, retrieveManifest } from '@src/manifest';
-
 import { askQuestion, success, warn } from './print';
 import { type Options, isSnakeCase } from './utilities';
 
@@ -12,7 +10,6 @@ export const check = (manifest: ModuleManifest, name: string) => Object.keys(man
 
 async function askModuleName(manifest: ModuleManifest, rl: Interface) {
   while (true) {
-    // eslint-disable-next-line no-await-in-loop
     const name = await askQuestion('What is the name of your new module? (eg. binary_tree)', rl);
     if (isSnakeCase(name) === false) {
       warn('Module names must be in snake case. (eg. binary_tree)');
diff --git a/scripts/src/templates/tab.ts b/scripts/src/templates/tab.ts
index 9d440831a6..d08bcd784a 100644
--- a/scripts/src/templates/tab.ts
+++ b/scripts/src/templates/tab.ts
@@ -1,10 +1,7 @@
-/* eslint-disable no-await-in-loop */
 import fs from 'fs/promises';
-
 import type { Interface } from 'readline/promises';
 import { promiseAll } from '@src/commandUtils';
 import { type ModuleManifest, retrieveManifest } from '@src/manifest';
-
 import { check as _check } from './module';
 import { askQuestion, success, warn } from './print';
 import { type Options, isPascalCase } from './utilities';
diff --git a/scripts/tsconfig.json b/scripts/tsconfig.json
index 897b90573e..6a3de93b43 100644
--- a/scripts/tsconfig.json
+++ b/scripts/tsconfig.json
@@ -1,5 +1,7 @@
 {
   "compilerOptions": {
+    "strict": false,
+    "forceConsistentCasingInFileNames": true,
     "esModuleInterop": true,
     "module": "ESNext",
     "moduleResolution": "Bundler",
@@ -7,8 +9,12 @@
     "paths": {
       "@src/*": ["./src/*"]
     },
-    "target": "ESNext"
+    "target": "ESNext",
+    "skipLibCheck": true
   },
   "include": ["./src", "jest.setup.ts"],
-  "exclude": ["./src/templates/templates/**"]
-}
\ No newline at end of file
+  "exclude": [
+    "./src/templates/templates/**",
+    "./src/build/docs/__tests__/test_mocks"
+  ]
+}
diff --git a/src/bundles/ar/ObjectsHelper.ts b/src/bundles/ar/ObjectsHelper.ts
index c9a46768bb..b600705dfa 100644
--- a/src/bundles/ar/ObjectsHelper.ts
+++ b/src/bundles/ar/ObjectsHelper.ts
@@ -1,4 +1,4 @@
-import { type Vector3 } from 'saar/libraries/misc';
+import type { Vector3 } from 'saar/libraries/misc';
 import {
   type ARObject,
   CubeObject,
@@ -51,7 +51,7 @@ export function createCubeObject(
   height: number,
   depth: number,
   color: number,
-  onSelect?: () => {},
+  onSelect?: () => any
 ): CubeObject {
   return new CubeObject(
     uniqid(),
@@ -82,7 +82,7 @@ export function createSphereObject(
   position: Vector3,
   radius: number,
   color: number,
-  onSelect?: () => {},
+  onSelect?: () => any
 ): SphereObject {
   return new SphereObject(
     uniqid(),
@@ -112,7 +112,7 @@ export function createGltfObject(
   position: Vector3,
   src: string,
   scale: number,
-  onSelect?: () => {},
+  onSelect?: () => any,
 ): GltfObject {
   return new GltfObject(
     uniqid(),
@@ -140,7 +140,7 @@ export function createGltfObject(
 export function createInterfaceObject(
   position: Vector3,
   rootComponent: UIBasicItem,
-  onSelect?: () => {},
+  onSelect?: () => any
 ): UIObject {
   return new UIObject(
     uniqid(),
diff --git a/src/bundles/arcade_2d/constants.ts b/src/bundles/arcade_2d/constants.ts
index 636196541d..d8fb8eea5e 100644
--- a/src/bundles/arcade_2d/constants.ts
+++ b/src/bundles/arcade_2d/constants.ts
@@ -1,6 +1,6 @@
 // This file contains the default values of the game canvas and GameObjects.
 
-import { type InteractableProps, type RenderProps, type TransformProps } from './types';
+import type { InteractableProps, RenderProps, TransformProps } from './types';
 
 // Default values of game
 export const DEFAULT_WIDTH: number = 600;
diff --git a/src/bundles/arcade_2d/functions.ts b/src/bundles/arcade_2d/functions.ts
index 85ac7c0946..d2a4caef2d 100644
--- a/src/bundles/arcade_2d/functions.ts
+++ b/src/bundles/arcade_2d/functions.ts
@@ -44,19 +44,19 @@ import {
   PhaserScene,
   gameState
 } from './phaserScene';
-import {
-  type DisplayText,
-  type BuildGame,
-  type Sprite,
-  type UpdateFunction,
-  type RectangleProps,
-  type CircleProps,
-  type TriangleProps,
-  type FlipXY,
-  type ScaleXY,
-  type PositionXY,
-  type DimensionsXY,
-  type ColorRGBA
+import type {
+  DisplayText,
+  BuildGame,
+  Sprite,
+  UpdateFunction,
+  RectangleProps,
+  CircleProps,
+  TriangleProps,
+  FlipXY,
+  ScaleXY,
+  PositionXY,
+  DimensionsXY,
+  ColorRGBA
 } from './types';
 
 // =============================================================================
diff --git a/src/bundles/arcade_2d/gameobject.ts b/src/bundles/arcade_2d/gameobject.ts
index 8927d66fb5..cbe25b2c0b 100644
--- a/src/bundles/arcade_2d/gameobject.ts
+++ b/src/bundles/arcade_2d/gameobject.ts
@@ -147,7 +147,6 @@ export abstract class InteractableGameObject extends RenderableGameObject implem
     }
     // Use getBounds to check if two objects overlap, checking the shape of the area before checking overlap.
     // Since getBounds() returns a Rectangle, it will be unable to check the actual intersection of non-rectangular shapes.
-    // eslint-disable-next-line new-cap
     return Phaser.Geom.Intersects.RectangleToRectangle(this.phaserGameObject.getBounds(), other.phaserGameObject.getBounds());
   }
 }
diff --git a/src/bundles/arcade_2d/phaserScene.ts b/src/bundles/arcade_2d/phaserScene.ts
index 5e52cbd242..24dd46971d 100644
--- a/src/bundles/arcade_2d/phaserScene.ts
+++ b/src/bundles/arcade_2d/phaserScene.ts
@@ -14,12 +14,7 @@ import {
   TextGameObject,
   TriangleGameObject
 } from './gameobject';
-import {
-  type TransformProps,
-  type PositionXY,
-  type ExceptionError,
-  type PhaserGameObject
-} from './types';
+import type { TransformProps, PositionXY, ExceptionError, PhaserGameObject } from './types';
 
 // Game state information, that changes every frame.
 export const gameState = {
@@ -100,10 +95,10 @@ export class PhaserScene extends Phaser.Scene {
 
     // Handle keyboard inputs
     // Keyboard events can be detected inside the Source editor, which is not intended. #BUG
-    this.input.keyboard.on('keydown', (event: KeyboardEvent) => {
+    this.input.keyboard?.on('keydown', (event: KeyboardEvent) => {
       gameState.inputKeysDown.add(event.key);
     });
-    this.input.keyboard.on('keyup', (event: KeyboardEvent) => {
+    this.input.keyboard?.on('keyup', (event: KeyboardEvent) => {
       this.delayedKeyUpEvents.add(() => gameState.inputKeysDown.delete(event.key));
     });
 
@@ -136,7 +131,6 @@ export class PhaserScene extends Phaser.Scene {
     this.handleAudioUpdates();
 
     // Delay KeyUp events, so that low FPS can still detect KeyDown.
-    // eslint-disable-next-line array-callback-return
     this.delayedKeyUpEvents.forEach((event: Function) => event());
     this.delayedKeyUpEvents.clear();
 
@@ -321,7 +315,7 @@ export class PhaserScene extends Phaser.Scene {
         // Update the image of Phaser GameObject
         if (gameObject.hasRenderUpdates() || this.shouldRerenderGameObjects) {
           const color = gameObject.getColor();
-          // eslint-disable-next-line new-cap
+
           const intColor = Phaser.Display.Color.GetColor32(color[0], color[1], color[2], color[3]);
           const flip = gameObject.getFlipState();
           if (gameObject instanceof TextGameObject) {
diff --git a/src/bundles/communication/GlobalStateController.ts b/src/bundles/communication/GlobalStateController.ts
index 03c86b1fb9..2eff9fb25b 100644
--- a/src/bundles/communication/GlobalStateController.ts
+++ b/src/bundles/communication/GlobalStateController.ts
@@ -1,4 +1,4 @@
-import { type MultiUserController } from './MultiUserController';
+import type { MultiUserController } from './MultiUserController';
 
 /**
  * Controller for maintaining a global state across all devices.
diff --git a/src/bundles/communication/RpcController.ts b/src/bundles/communication/RpcController.ts
index 673b0e8452..54a913d3ee 100644
--- a/src/bundles/communication/RpcController.ts
+++ b/src/bundles/communication/RpcController.ts
@@ -1,5 +1,5 @@
 import uniqid from 'uniqid';
-import { type MultiUserController } from './MultiUserController';
+import type { MultiUserController } from './MultiUserController';
 
 type DeclaredFunction = {
   name: string;
diff --git a/src/bundles/copy_gc/index.ts b/src/bundles/copy_gc/index.ts
index 0c8d3c0a7b..6c8c361788 100644
--- a/src/bundles/copy_gc/index.ts
+++ b/src/bundles/copy_gc/index.ts
@@ -422,7 +422,7 @@ function get_flips(): number[] {
   return flips;
 }
 
-function get_types(): String[] {
+function get_types(): string[] {
   return typeTag;
 }
 
diff --git a/src/bundles/copy_gc/types.ts b/src/bundles/copy_gc/types.ts
index 32ae5b2432..b03400dbb1 100644
--- a/src/bundles/copy_gc/types.ts
+++ b/src/bundles/copy_gc/types.ts
@@ -16,7 +16,7 @@ export enum COMMAND {
 }
 
 export type CommandHeapObject = {
-  type: String;
+  type: string;
   to: number;
   from: number;
   heap: number[];
@@ -24,9 +24,9 @@ export type CommandHeapObject = {
   right: number;
   sizeLeft: number;
   sizeRight: number;
-  desc: String;
+  desc: string;
   scan: number;
-  leftDesc: String;
-  rightDesc: String;
+  leftDesc: string;
+  rightDesc: string;
   free: number;
 };
diff --git a/src/bundles/csg/functions.ts b/src/bundles/csg/functions.ts
index c2f6b980b8..0d79b721ad 100644
--- a/src/bundles/csg/functions.ts
+++ b/src/bundles/csg/functions.ts
@@ -21,13 +21,12 @@ import {
   is_list
 } from 'js-slang/dist/stdlib/list';
 import save from 'save-file';
-import { degreesToRadians } from '../../common/utilities';
+import { degreesToRadians, hexToColor } from '../../common/utilities';
 import { Core } from './core';
 import type { Solid } from './jscad/types';
 import {
   Group,
   Shape,
-  hexToColor,
   type Operable,
   type RenderGroup,
   centerPrimitive
diff --git a/src/bundles/csg/utilities.ts b/src/bundles/csg/utilities.ts
index af4e6e699f..2772420285 100644
--- a/src/bundles/csg/utilities.ts
+++ b/src/bundles/csg/utilities.ts
@@ -9,6 +9,7 @@ import {
   scale as _scale,
   translate as _translate
 } from '@jscad/modeling/src/operations/transforms';
+import { hexToColor } from '../../common/utilities';
 import type { ReplResult } from '../../typings/type_helpers';
 import { Core } from './core';
 import type { AlphaColor, Color, Solid } from './jscad/types';
@@ -218,21 +219,6 @@ export function centerPrimitive(shape: Shape) {
   return new Shape(solid);
 }
 
-export function hexToColor(hex: string): Color {
-  const regex: RegExp
-    = /^#?(?<red>[\da-f]{2})(?<green>[\da-f]{2})(?<blue>[\da-f]{2})$/iu;
-  const potentialGroups: { [key: string]: string } | undefined
-    = hex.match(regex)?.groups;
-  if (potentialGroups === undefined) return [0, 0, 0];
-  const groups: { [key: string]: string } = potentialGroups;
-
-  return [
-    parseInt(groups.red, 16) / 0xff,
-    parseInt(groups.green, 16) / 0xff,
-    parseInt(groups.blue, 16) / 0xff
-  ];
-}
-
 export function colorToAlphaColor(
   color: Color,
   opacity: number = 1
diff --git a/src/bundles/curve/__tests__/curve.ts b/src/bundles/curve/__tests__/curve.ts
index 4fc993db14..935b40d5b4 100644
--- a/src/bundles/curve/__tests__/curve.ts
+++ b/src/bundles/curve/__tests__/curve.ts
@@ -1,3 +1,4 @@
+import { stringify } from 'js-slang/dist/utils/stringify';
 import { generateCurve, type Curve } from '../curves_webgl';
 import { animate_3D_curve, animate_curve, draw_3D_connected, draw_connected, make_point } from '../functions';
 
@@ -6,7 +7,7 @@ function evalCurve(curve: Curve, numPoints: number) {
 }
 
 test('Ensure that invalid curves error gracefully', () => {
-  expect(() => evalCurve((t) => 1 as any, 200))
+  expect(() => evalCurve(() => 1 as any, 200))
     .toThrowErrorMatchingInlineSnapshot('"Expected curve to return a point, got \'1\' at t=0"');
 });
 
@@ -19,3 +20,7 @@ test('Using 2D render functions with animate_3D_curve should throw errors', () =
   expect(() => animate_3D_curve(1, 60, draw_connected(200), (t0) => (t1) => make_point(t0, t1)))
     .toThrowErrorMatchingInlineSnapshot('"animate_3D_curve cannot be used with 2D draw function!"');
 });
+
+test('Render functions have nice string representations', () => {
+  expect(stringify(draw_connected(200))).toEqual('<RenderFunction(200)>');
+});
diff --git a/src/bundles/curve/curves_webgl.ts b/src/bundles/curve/curves_webgl.ts
index ca81f9d0e9..d581db9356 100644
--- a/src/bundles/curve/curves_webgl.ts
+++ b/src/bundles/curve/curves_webgl.ts
@@ -234,7 +234,6 @@ export class CurveDrawn implements ReplResult {
     gl.clearDepth(1.0); // Clear everything
     gl.enable(gl.DEPTH_TEST); // Enable depth testing
     gl.depthFunc(gl.LEQUAL); // Near things obscure far things
-    // eslint-disable-next-line no-bitwise
     gl.clear(gl.COLOR_BUFFER_BIT | gl.DEPTH_BUFFER_BIT);
 
     const transMat = mat4.create();
@@ -313,7 +312,6 @@ export class CurveDrawn implements ReplResult {
   };
 }
 
-// eslint-disable-next-line complexity
 export function generateCurve(
   scaleMode: ScaleMode,
   drawMode: DrawMode,
diff --git a/src/bundles/curve/functions.ts b/src/bundles/curve/functions.ts
index 701d1c296f..c47a46da70 100644
--- a/src/bundles/curve/functions.ts
+++ b/src/bundles/curve/functions.ts
@@ -1,4 +1,3 @@
-/* eslint-disable @typescript-eslint/naming-convention */
 import context from 'js-slang/context';
 import { type Curve, type CurveDrawn, generateCurve, Point } from './curves_webgl';
 import {
@@ -42,6 +41,7 @@ function createDrawFunction(
     // Because the draw functions are actually functions
     // we need hacky workarounds like these to pass information around
     func.is3D = space === '3D';
+    func.toString = () => `<${space==='3D' ? '3D' : ''}RenderFunction(${numPoints})>`;
     return func;
   };
 }
diff --git a/src/bundles/curve/index.ts b/src/bundles/curve/index.ts
index ceb3bff957..8e88b81b5c 100644
--- a/src/bundles/curve/index.ts
+++ b/src/bundles/curve/index.ts
@@ -72,3 +72,11 @@ export {
   y_of,
   z_of
 } from './functions';
+
+// This line explicitly imports the decorators in type_interface, so esbuild doesn't remove them during tree-shaking.
+// It preserves the type definitions by signaling to esbuild that the file is actively used.
+export {} from './type_interface';
+
+export {
+  type_map
+} from '../../typings/type_map';
diff --git a/src/bundles/curve/type_interface.ts b/src/bundles/curve/type_interface.ts
new file mode 100644
index 0000000000..e31c82fb58
--- /dev/null
+++ b/src/bundles/curve/type_interface.ts
@@ -0,0 +1,123 @@
+import { classDeclaration, typeDeclaration, functionDeclaration } from '../../typings/type_map';
+
+@classDeclaration('Point')
+export class Point {}
+
+@classDeclaration('AnimatedCurve')
+export class AnimatedCurve{}
+
+@typeDeclaration('(u: number) => Point')
+export class Curve {}
+
+@typeDeclaration('(t: number) => Curve')
+export class CurveAnimation {}
+
+export class TypeInterface {
+  @functionDeclaration('duration: number, fps: number, drawer: (func: Curve) => Curve, func: (func: Curve) => Curve', 'AnimatedCurve')
+  animate_3D_curve() {}
+
+  @functionDeclaration('duration: number, fps: number, drawer: (func: Curve) => Curve, func: (func: Curve) => Curve', 'AnimatedCurve')
+  animate_curve() {}
+
+  @functionDeclaration('t: number', 'number')
+  arc() {}
+
+  @functionDeclaration('p: Point', 'number')
+  b_of() {}
+
+  @functionDeclaration('curve1: Curve, curve2: Curve', 'Curve')
+  connect_ends() {}
+
+  @functionDeclaration('curve1: Curve, curve2: Curve', 'Curve')
+  connect_rigidly() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_connected() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_connected_full_view() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_connected_full_view_proportional() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_points() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_points_full_view() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_3D_points_full_view_proportional() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_connected() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_connected_full_view() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_connected_full_view_proportional() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_points() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_points_full_view() {}
+
+  @functionDeclaration('numPoints: number', '(func: Curve) => Curve')
+  draw_points_full_view_proportional() {}
+
+  @functionDeclaration('p: Point', 'number')
+  g_of() {}
+
+  @functionDeclaration('curve: Curve', 'Curve')
+  invert() {}
+
+  @functionDeclaration('x: number, y: number, z: number, r: number, g: number, b: number', 'Point')
+  make_3D_color_point() {}
+
+  @functionDeclaration('x: number, y: number, z: number', 'Point')
+  make_3D_point() {}
+
+  @functionDeclaration('x: number, y: number, r: number, g: number, b: number', 'Point')
+  make_color_point() {}
+
+  @functionDeclaration('x: number, y: number', 'Point')
+  make_point() {}
+
+  @functionDeclaration('curve: Curve', 'Curve')
+  put_in_standard_position() {}
+
+  @functionDeclaration('p: Point', 'number')
+  r_of() {}
+
+  @functionDeclaration('theta1: number, theta2: number, theta3: number', '(c: Curve) => Curve')
+  rotate_around_origin() {}
+
+  @functionDeclaration('x: number, y: number', '(c: Curve) => Curve')
+  scale() {}
+
+  @functionDeclaration('s: number', '(c: Curve) => Curve')
+  scale_proportional() {}
+
+  @functionDeclaration('x0: number, y0: number, z0: number', '(c: Curve) => Curve')
+  translate() {}
+
+  @functionDeclaration('t: number', 'Point')
+  unit_circle() {}
+
+  @functionDeclaration('t: number', 'Point')
+  unit_line() {}
+
+  @functionDeclaration('t: number', 'Curve')
+  unit_line_at() {}
+
+  @functionDeclaration('p: Point', 'number')
+  x_of() {}
+
+  @functionDeclaration('p: Point', 'number')
+  y_of() {}
+
+  @functionDeclaration('p: Point', 'number')
+  z_of() {}
+}
diff --git a/src/bundles/curve/types.ts b/src/bundles/curve/types.ts
index 9176542d82..a1a55d5d19 100644
--- a/src/bundles/curve/types.ts
+++ b/src/bundles/curve/types.ts
@@ -22,7 +22,8 @@ export type CurveAnimation = (t: number) => Curve;
  * A function that specifies additional rendering information when taking in
  * a CurveFunction and returns a ShapeDrawn based on its specifications.
  */
-export type RenderFunction = ((func: Curve) => CurveDrawn) & {
+export type RenderFunction = {
+  (func: Curve): CurveDrawn
   is3D: boolean
 };
 
diff --git a/src/bundles/game/functions.ts b/src/bundles/game/functions.ts
index 9df32eafde..6729768e85 100644
--- a/src/bundles/game/functions.ts
+++ b/src/bundles/game/functions.ts
@@ -14,8 +14,6 @@
  * @author Gokul Rajiv
  */
 
-/* eslint-disable consistent-return, @typescript-eslint/default-param-last, @typescript-eslint/no-shadow, @typescript-eslint/no-unused-vars */
-
 import context from 'js-slang/context';
 import { type List, head, tail, is_pair, accumulate } from 'js-slang/dist/stdlib/list';
 import Phaser from 'phaser';
@@ -153,7 +151,6 @@ function set_type(
  * @hidden
  */
 function throw_error(message: string): never {
-  // eslint-disable-next-line no-caller
   throw new Error(`${arguments.callee.caller.name}: ${message}`);
 }
 
diff --git a/src/bundles/mark_sweep/index.ts b/src/bundles/mark_sweep/index.ts
index e0550db8d1..f8c4466e41 100644
--- a/src/bundles/mark_sweep/index.ts
+++ b/src/bundles/mark_sweep/index.ts
@@ -294,7 +294,7 @@ function get_flips(): number[] {
   return flips;
 }
 
-function get_types(): String[] {
+function get_types(): string[] {
   return typeTag;
 }
 
diff --git a/src/bundles/mark_sweep/types.ts b/src/bundles/mark_sweep/types.ts
index 56c71389dc..21aa49671f 100644
--- a/src/bundles/mark_sweep/types.ts
+++ b/src/bundles/mark_sweep/types.ts
@@ -19,14 +19,14 @@ export enum COMMAND {
 }
 
 export type CommandHeapObject = {
-  type: String;
+  type: string;
   heap: number[];
   left: number;
   right: number;
   sizeLeft: number;
   sizeRight: number;
-  desc: String;
-  leftDesc: String;
-  rightDesc: String;
+  desc: string;
+  leftDesc: string;
+  rightDesc: string;
   queue: number[];
 };
diff --git a/src/bundles/physics_2d/PhysicsObject.ts b/src/bundles/physics_2d/PhysicsObject.ts
index e5cbee63e7..4d348625c4 100644
--- a/src/bundles/physics_2d/PhysicsObject.ts
+++ b/src/bundles/physics_2d/PhysicsObject.ts
@@ -1,7 +1,3 @@
-/* eslint-disable new-cap */
-// We have to disable linting rules since Box2D functions do not
-// follow the same guidelines as the rest of the codebase.
-
 import {
   type b2Body,
   type b2Shape,
@@ -11,9 +7,9 @@ import {
   b2PolygonShape,
   b2Vec2
 } from '@box2d/core';
-import { type ReplResult } from '../../typings/type_helpers';
+import type { ReplResult } from '../../typings/type_helpers';
 
-import { type PhysicsWorld } from './PhysicsWorld';
+import type { PhysicsWorld } from './PhysicsWorld';
 import { ACCURACY, type Force, type ForceWithPos } from './types';
 
 export class PhysicsObject implements ReplResult {
diff --git a/src/bundles/physics_2d/PhysicsWorld.ts b/src/bundles/physics_2d/PhysicsWorld.ts
index 04132ca479..235bd00422 100644
--- a/src/bundles/physics_2d/PhysicsWorld.ts
+++ b/src/bundles/physics_2d/PhysicsWorld.ts
@@ -1,7 +1,3 @@
-/* eslint-disable new-cap */
-// We have to disable linting rules since Box2D functions do not
-// follow the same guidelines as the rest of the codebase.
-
 import {
   type b2Body,
   type b2Fixture,
@@ -14,7 +10,7 @@ import {
   b2ContactListener,
   type b2Contact
 } from '@box2d/core';
-import { type PhysicsObject } from './PhysicsObject';
+import type { PhysicsObject } from './PhysicsObject';
 import { Timer } from './types';
 
 export class PhysicsWorld {
@@ -105,8 +101,8 @@ export class PhysicsWorld {
     return this.b2World;
   }
 
-  public getWorldStatus(): String {
-    let world_status: String = `
+  public getWorldStatus(): string {
+    let world_status: string = `
   World time: ${this.timer.toString()}
   
   Objects:
diff --git a/src/bundles/physics_2d/functions.ts b/src/bundles/physics_2d/functions.ts
index 83beb643f8..25adf39247 100644
--- a/src/bundles/physics_2d/functions.ts
+++ b/src/bundles/physics_2d/functions.ts
@@ -1,7 +1,3 @@
-/* eslint-disable new-cap */
-// We have to disable linting rules since Box2D functions do not
-// follow the same guidelines as the rest of the codebase.
-
 /**
  * @module physics_2d
  * @author Muhammad Fikri Bin Abdul Kalam
diff --git a/src/bundles/physics_2d/index.ts b/src/bundles/physics_2d/index.ts
index e6efaaa6e8..836afd7ed8 100644
--- a/src/bundles/physics_2d/index.ts
+++ b/src/bundles/physics_2d/index.ts
@@ -48,7 +48,7 @@
  * The suggested time step is 1/60 (seconds).
  *
  * Visualization of the physics world can also be seen in the display tab.
-*
+ *
  * The following example simulates a free fall of a circle object.
  *
  * ```
diff --git a/src/bundles/physics_2d/types.ts b/src/bundles/physics_2d/types.ts
index 272160c34d..062fc84168 100644
--- a/src/bundles/physics_2d/types.ts
+++ b/src/bundles/physics_2d/types.ts
@@ -1,9 +1,5 @@
-/* eslint-disable new-cap */
-// We have to disable linting rules since Box2D functions do not
-// follow the same guidelines as the rest of the codebase.
-
 import { b2Vec2 } from '@box2d/core';
-import { type ReplResult } from '../../typings/type_helpers';
+import type { ReplResult } from '../../typings/type_helpers';
 
 export const ACCURACY = 2;
 export class Vector2 extends b2Vec2 implements ReplResult {
diff --git a/src/bundles/pix_n_flix/functions.ts b/src/bundles/pix_n_flix/functions.ts
index 353cea7e28..fc16cbd1c4 100644
--- a/src/bundles/pix_n_flix/functions.ts
+++ b/src/bundles/pix_n_flix/functions.ts
@@ -1,4 +1,3 @@
-/* eslint-disable @typescript-eslint/no-shadow */
 import {
   DEFAULT_WIDTH,
   DEFAULT_HEIGHT,
@@ -191,7 +190,6 @@ function draw(timestamp: number): void {
     prevTime = timestamp;
     totalElapsedTime += elapsed;
     if (toRunLateQueue) {
-      // eslint-disable-next-line @typescript-eslint/no-use-before-define
       lateQueue();
       toRunLateQueue = false;
     }
diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index a286b24630..c72794ebdc 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -6,7 +6,7 @@
 import context from 'js-slang/context';
 import { list_to_vector } from 'js-slang/dist/stdlib/list';
 import Plotly, { type Data, type Layout } from 'plotly.js-dist';
-import { type Sound } from '../sound/types';
+import type { Sound } from '../sound/types';
 import type {
   AugmentedSample,
   FrequencyList,
diff --git a/src/bundles/plotly/plotly.ts b/src/bundles/plotly/plotly.ts
index ac76551ea6..fe80da643c 100644
--- a/src/bundles/plotly/plotly.ts
+++ b/src/bundles/plotly/plotly.ts
@@ -1,6 +1,6 @@
 import type { Pair } from 'js-slang/dist/stdlib/list';
-import { type Data, type Layout } from 'plotly.js-dist';
-import { type ReplResult } from '../../typings/type_helpers';
+import type { Data, Layout } from 'plotly.js-dist';
+import type { ReplResult } from '../../typings/type_helpers';
 
 /**
  * Represents plots with a draw method attached
diff --git a/src/bundles/plotly/sound_functions.ts b/src/bundles/plotly/sound_functions.ts
index 4868143e3b..0a50c685c6 100644
--- a/src/bundles/plotly/sound_functions.ts
+++ b/src/bundles/plotly/sound_functions.ts
@@ -3,8 +3,8 @@ import {
   tail,
   is_pair
 } from 'js-slang/dist/stdlib/list';
-import { type Sound, type Wave } from '../sound/types';
-import { type FrequencySample, type AugmentedSample } from '../sound_fft/types';
+import type { Sound, Wave } from '../sound/types';
+import type { FrequencySample, AugmentedSample } from '../sound_fft/types';
 export function is_sound(x: any): x is Sound {
   return (
     is_pair(x)
diff --git a/src/bundles/robot_simulation/controllers/__tests__/ev3/components/Wheel.ts b/src/bundles/robot_simulation/controllers/__tests__/ev3/components/Wheel.ts
index 2112bea794..c35a58d11a 100644
--- a/src/bundles/robot_simulation/controllers/__tests__/ev3/components/Wheel.ts
+++ b/src/bundles/robot_simulation/controllers/__tests__/ev3/components/Wheel.ts
@@ -37,7 +37,7 @@ describe('Wheel', () => {
         getMass: jest.fn().mockReturnValue(1),
         getCollider: jest.fn().mockReturnValue({}),
       }),
-    },
+    };
     mockConfig = {
       displacement: { x: 1, y: 0, z: 0 },
       pid: {
diff --git a/src/bundles/robot_simulation/controllers/ev3/components/Chassis.ts b/src/bundles/robot_simulation/controllers/ev3/components/Chassis.ts
index fc333df67d..e1b8df21ad 100644
--- a/src/bundles/robot_simulation/controllers/ev3/components/Chassis.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/components/Chassis.ts
@@ -8,7 +8,7 @@ import {
   MeshFactory,
   type Renderer,
 } from '../../../engine';
-import { type EntityCuboidOptions } from '../../../engine/Entity/EntityFactory';
+import type { EntityCuboidOptions } from '../../../engine/Entity/EntityFactory';
 
 export type ChassisWrapperConfig = EntityCuboidOptions & {
   debug: boolean;
diff --git a/src/bundles/robot_simulation/controllers/ev3/components/Mesh.ts b/src/bundles/robot_simulation/controllers/ev3/components/Mesh.ts
index fee0ded29b..8c9d180b99 100644
--- a/src/bundles/robot_simulation/controllers/ev3/components/Mesh.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/components/Mesh.ts
@@ -1,11 +1,11 @@
 import * as THREE from 'three';
 
-import { type GLTF } from 'three/examples/jsm/loaders/GLTFLoader.js';
-import { type Controller, type Renderer } from '../../../engine';
+import type { GLTF } from 'three/examples/jsm/loaders/GLTFLoader.js';
+import type { Controller, Renderer } from '../../../engine';
 import type { Dimension, SimpleQuaternion, SimpleVector } from '../../../engine/Math/Vector';
 import type { PhysicsTimingInfo } from '../../../engine/Physics';
 import { loadGLTF } from '../../../engine/Render/helpers/GLTF';
-import { type ChassisWrapper } from './Chassis';
+import type { ChassisWrapper } from './Chassis';
 
 export type MeshConfig = {
   url: string;
diff --git a/src/bundles/robot_simulation/controllers/ev3/components/Motor.ts b/src/bundles/robot_simulation/controllers/ev3/components/Motor.ts
index dd2cda839e..f39734a2e9 100644
--- a/src/bundles/robot_simulation/controllers/ev3/components/Motor.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/components/Motor.ts
@@ -1,13 +1,13 @@
 import type * as THREE from 'three';
-import { type GLTF } from 'three/examples/jsm/loaders/GLTFLoader.js';
-import { type Controller, type Physics, type Renderer } from '../../../engine';
+import type { GLTF } from 'three/examples/jsm/loaders/GLTFLoader.js';
+import type { Controller, Physics, Renderer } from '../../../engine';
 import { CallbackHandler } from '../../../engine/Core/CallbackHandler';
 import { vec3 } from '../../../engine/Math/Convert';
-import { type Dimension, type SimpleVector } from '../../../engine/Math/Vector';
+import type { Dimension, SimpleVector } from '../../../engine/Math/Vector';
 import type { PhysicsTimingInfo } from '../../../engine/Physics';
 import { loadGLTF } from '../../../engine/Render/helpers/GLTF';
 import { VectorPidController } from '../feedback_control/PidController';
-import { type ChassisWrapper } from './Chassis';
+import type { ChassisWrapper } from './Chassis';
 
 type WheelSide = 'left' | 'right';
 
diff --git a/src/bundles/robot_simulation/controllers/ev3/components/Wheel.ts b/src/bundles/robot_simulation/controllers/ev3/components/Wheel.ts
index 5074fb9c60..7574db5ff2 100644
--- a/src/bundles/robot_simulation/controllers/ev3/components/Wheel.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/components/Wheel.ts
@@ -1,11 +1,11 @@
 import type * as THREE from 'three';
-import { type Renderer, type Controller, type Physics } from '../../../engine';
+import type { Renderer, Controller, Physics } from '../../../engine';
 import { vec3 } from '../../../engine/Math/Convert';
-import { type SimpleVector } from '../../../engine/Math/Vector';
+import type { SimpleVector } from '../../../engine/Math/Vector';
 import type { PhysicsTimingInfo } from '../../../engine/Physics';
 import { DebugArrow } from '../../../engine/Render/debug/DebugArrow';
 import { NumberPidController } from '../feedback_control/PidController';
-import { type ChassisWrapper } from './Chassis';
+import type { ChassisWrapper } from './Chassis';
 
 export type WheelConfig = {
   pid: {
diff --git a/src/bundles/robot_simulation/controllers/ev3/sensor/ColorSensor.ts b/src/bundles/robot_simulation/controllers/ev3/sensor/ColorSensor.ts
index 8beabfc1e7..25198f49ee 100644
--- a/src/bundles/robot_simulation/controllers/ev3/sensor/ColorSensor.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/sensor/ColorSensor.ts
@@ -1,14 +1,14 @@
 import * as THREE from 'three';
 import { Renderer } from '../../../engine';
 import { vec3 } from '../../../engine/Math/Convert';
-import { type SimpleVector } from '../../../engine/Math/Vector';
+import type { SimpleVector } from '../../../engine/Math/Vector';
 import type { PhysicsTimingInfo } from '../../../engine/Physics';
 import {
   getCamera,
   type CameraOptions,
 } from '../../../engine/Render/helpers/Camera';
-import { type ChassisWrapper } from '../components/Chassis';
-import { type Sensor } from './types';
+import type { ChassisWrapper } from '../components/Chassis';
+import type { Sensor } from './types';
 
 type Color = { r: number; g: number; b: number };
 
diff --git a/src/bundles/robot_simulation/controllers/ev3/sensor/UltrasonicSensor.ts b/src/bundles/robot_simulation/controllers/ev3/sensor/UltrasonicSensor.ts
index 05ae2aecb4..f6fa5afa90 100644
--- a/src/bundles/robot_simulation/controllers/ev3/sensor/UltrasonicSensor.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/sensor/UltrasonicSensor.ts
@@ -1,10 +1,10 @@
 import * as THREE from 'three';
 import { vec3 } from '../../../engine/Math/Convert';
-import { type SimpleVector } from '../../../engine/Math/Vector';
-import {type Physics } from '../../../engine/Physics';
-import { type Renderer } from '../../../engine/Render/Renderer';
-import { type ChassisWrapper } from '../components/Chassis';
-import { type Sensor } from './types';
+import type { SimpleVector } from '../../../engine/Math/Vector';
+import type { Physics } from '../../../engine/Physics';
+import type { Renderer } from '../../../engine/Render/Renderer';
+import type { ChassisWrapper } from '../components/Chassis';
+import type { Sensor } from './types';
 
 export type UltrasonicSensorConfig = {
   displacement: SimpleVector;
diff --git a/src/bundles/robot_simulation/controllers/ev3/sensor/types.ts b/src/bundles/robot_simulation/controllers/ev3/sensor/types.ts
index 6cd0cc8dfb..8b1100b7c4 100644
--- a/src/bundles/robot_simulation/controllers/ev3/sensor/types.ts
+++ b/src/bundles/robot_simulation/controllers/ev3/sensor/types.ts
@@ -1,3 +1,3 @@
-import { type Controller } from '../../../engine';
+import type { Controller } from '../../../engine';
 
 export type Sensor<T = any> = Controller & { sense: () => T };
diff --git a/src/bundles/robot_simulation/controllers/program/Program.ts b/src/bundles/robot_simulation/controllers/program/Program.ts
index c7c67c9cbd..c3d9f3d964 100644
--- a/src/bundles/robot_simulation/controllers/program/Program.ts
+++ b/src/bundles/robot_simulation/controllers/program/Program.ts
@@ -1,8 +1,8 @@
-import { type IOptions } from 'js-slang';
+import type { IOptions } from 'js-slang';
 import context from 'js-slang/context';
 import type { DeepPartial } from '../../../../common/deepPartial';
 import { CallbackHandler } from '../../engine/Core/CallbackHandler';
-import { type Controller } from '../../engine/Core/Controller';
+import type { Controller } from '../../engine/Core/Controller';
 import type { PhysicsTimingInfo } from '../../engine/Physics';
 import { mergeConfig } from '../utils/mergeConfig';
 import { ProgramError } from './error';
diff --git a/src/bundles/robot_simulation/engine/Core/Controller.ts b/src/bundles/robot_simulation/engine/Core/Controller.ts
index af3c50d2d7..316389ea26 100644
--- a/src/bundles/robot_simulation/engine/Core/Controller.ts
+++ b/src/bundles/robot_simulation/engine/Core/Controller.ts
@@ -1,4 +1,4 @@
-import { type PhysicsTimingInfo } from '../Physics';
+import type { PhysicsTimingInfo } from '../Physics';
 
 export interface Controller {
   name?: string;
diff --git a/src/bundles/robot_simulation/engine/Entity/EntityFactory.ts b/src/bundles/robot_simulation/engine/Entity/EntityFactory.ts
index 1e52aef5d4..f75d7d57d3 100644
--- a/src/bundles/robot_simulation/engine/Entity/EntityFactory.ts
+++ b/src/bundles/robot_simulation/engine/Entity/EntityFactory.ts
@@ -1,5 +1,5 @@
 import type { Dimension, Orientation } from '../Math/Vector';
-import { type Physics } from '../Physics';
+import type { Physics } from '../Physics';
 import { Entity } from './Entity';
 
 export const rigidBodyTypes = ['fixed', 'dynamic'] as const;
diff --git a/src/bundles/robot_simulation/engine/Physics.ts b/src/bundles/robot_simulation/engine/Physics.ts
index 0ed38a07d0..52f368f16d 100644
--- a/src/bundles/robot_simulation/engine/Physics.ts
+++ b/src/bundles/robot_simulation/engine/Physics.ts
@@ -3,8 +3,8 @@ import rapier from '@dimforge/rapier3d-compat';
 import type * as THREE from 'three';
 
 import { TypedEventTarget } from './Core/Events';
-import { type FrameTimingInfo } from './Core/Timer';
-import { type SimpleVector } from './Math/Vector';
+import type { FrameTimingInfo } from './Core/Timer';
+import type { SimpleVector } from './Math/Vector';
 
 export type PhysicsTimingInfo = FrameTimingInfo & {
   stepCount: number;
diff --git a/src/bundles/robot_simulation/engine/Render/Renderer.ts b/src/bundles/robot_simulation/engine/Render/Renderer.ts
index 2234876128..b26609b13b 100644
--- a/src/bundles/robot_simulation/engine/Render/Renderer.ts
+++ b/src/bundles/robot_simulation/engine/Render/Renderer.ts
@@ -4,7 +4,7 @@ import {
   type GLTF,
   GLTFLoader,
 } from 'three/examples/jsm/loaders/GLTFLoader.js';
-import { type FrameTimingInfo } from '../Core/Timer';
+import type { FrameTimingInfo } from '../Core/Timer';
 
 type ControlType = 'none' | 'orbit';
 
diff --git a/src/bundles/robot_simulation/engine/Render/helpers/Camera.ts b/src/bundles/robot_simulation/engine/Render/helpers/Camera.ts
index ac9a9c22eb..1838aee315 100644
--- a/src/bundles/robot_simulation/engine/Render/helpers/Camera.ts
+++ b/src/bundles/robot_simulation/engine/Render/helpers/Camera.ts
@@ -40,7 +40,7 @@ export function getCamera(cameraOptions: CameraOptions): THREE.Camera {
       return camera;
     }
     default: {
-      // eslint-disable-next-line @typescript-eslint/naming-convention, @typescript-eslint/no-unused-vars
+      // eslint-disable-next-line @typescript-eslint/no-unused-vars
       const _: never = cameraOptions;
       throw new Error('Unknown camera type');
     }
diff --git a/src/bundles/robot_simulation/engine/Render/helpers/MeshFactory.ts b/src/bundles/robot_simulation/engine/Render/helpers/MeshFactory.ts
index f5fdb97172..f60ce23709 100644
--- a/src/bundles/robot_simulation/engine/Render/helpers/MeshFactory.ts
+++ b/src/bundles/robot_simulation/engine/Render/helpers/MeshFactory.ts
@@ -1,5 +1,5 @@
 import * as THREE from 'three';
-import { type Dimension, type Orientation } from '../../Math/Vector';
+import type { Dimension, Orientation } from '../../Math/Vector';
 
 export type RenderCuboidOptions = {
   orientation: Orientation;
diff --git a/src/bundles/robot_simulation/engine/World.ts b/src/bundles/robot_simulation/engine/World.ts
index 6bec650a9a..6a0b1bba9c 100644
--- a/src/bundles/robot_simulation/engine/World.ts
+++ b/src/bundles/robot_simulation/engine/World.ts
@@ -1,10 +1,10 @@
 import { ProgramError } from '../controllers/program/error';
 import { type Controller, ControllerGroup } from './Core/Controller';
 import { TypedEventTarget } from './Core/Events';
-import { type RobotConsole } from './Core/RobotConsole';
-import { type Timer } from './Core/Timer';
+import type { RobotConsole } from './Core/RobotConsole';
+import type { Timer } from './Core/Timer';
 import { TimeStampedEvent, type Physics } from './Physics';
-import { type Renderer } from './Render/Renderer';
+import type { Renderer } from './Render/Renderer';
 
 export const worldStates = [
   'unintialized',
diff --git a/src/bundles/robot_simulation/ev3_functions.ts b/src/bundles/robot_simulation/ev3_functions.ts
index 60601975e9..fc70fe4cf3 100644
--- a/src/bundles/robot_simulation/ev3_functions.ts
+++ b/src/bundles/robot_simulation/ev3_functions.ts
@@ -1,9 +1,7 @@
-/* eslint-disable @typescript-eslint/naming-convention */
-
-import { type Motor } from './controllers/ev3/components/Motor';
+import type { Motor } from './controllers/ev3/components/Motor';
 import { motorConfig } from './controllers/ev3/ev3/default/config';
-import { type ColorSensor } from './controllers/ev3/sensor/ColorSensor';
-import { type UltrasonicSensor } from './controllers/ev3/sensor/UltrasonicSensor';
+import type { ColorSensor } from './controllers/ev3/sensor/ColorSensor';
+import type { UltrasonicSensor } from './controllers/ev3/sensor/UltrasonicSensor';
 import {
   program_controller_identifier,
   type Program,
diff --git a/src/bundles/rune/display.ts b/src/bundles/rune/display.ts
index c0416cd976..d3479c11b9 100644
--- a/src/bundles/rune/display.ts
+++ b/src/bundles/rune/display.ts
@@ -1,6 +1,7 @@
 import context from 'js-slang/context';
+import { functionDeclaration } from '../../typings/type_map';
 import { AnaglyphRune, HollusionRune } from './functions';
-import { type DrawnRune, AnimatedRune, type Rune, NormalRune, type RuneAnimation } from './rune';
+import { AnimatedRune, NormalRune, type DrawnRune, type Rune, type RuneAnimation } from './rune';
 import { throwIfNotRune } from './runes_ops';
 
 // =============================================================================
@@ -12,103 +13,111 @@ context.moduleContexts.rune.state = {
   drawnRunes
 };
 
-/**
- * Renders the specified Rune in a tab as a basic drawing.
- * @param rune - The Rune to render
- * @return {Rune} The specified Rune
- *
- * @category Main
- */
-export function show(rune: Rune): Rune {
-  throwIfNotRune(show.name, rune);
-  drawnRunes.push(new NormalRune(rune));
-  return rune;
-}
+class RuneDisplay {
+  /**
+   * Renders the specified Rune in a tab as a basic drawing.
+   * @param rune - The Rune to render
+   * @return {Rune} The specified Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static show(rune: Rune): Rune {
+    throwIfNotRune(RuneDisplay.show.name, rune);
+    drawnRunes.push(new NormalRune(rune));
+    return rune;
+  }
 
-/**
- * Renders the specified Rune in a tab as an anaglyph. Use 3D glasses to view the
- * anaglyph.
- * @param rune - The Rune to render
- * @return {Rune} The specified Rune
- *
- * @category Main
- */
-export function anaglyph(rune: Rune): Rune {
-  throwIfNotRune(anaglyph.name, rune);
-  drawnRunes.push(new AnaglyphRune(rune));
-  return rune;
-}
+  /**
+   * Renders the specified Rune in a tab as an anaglyph. Use 3D glasses to view the
+   * anaglyph.
+   * @param rune - The Rune to render
+   * @return {Rune} The specified Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static anaglyph(rune: Rune): Rune {
+    throwIfNotRune(RuneDisplay.anaglyph.name, rune);
+    drawnRunes.push(new AnaglyphRune(rune));
+    return rune;
+  }
 
-/**
- * Renders the specified Rune in a tab as a hollusion, using the specified
- * magnitude.
- * @param rune - The Rune to render
- * @param {number} magnitude - The hollusion's magnitude
- * @return {Rune} The specified Rune
- *
- * @category Main
- */
-export function hollusion_magnitude(rune: Rune, magnitude: number): Rune {
-  throwIfNotRune(hollusion_magnitude.name, rune);
-  drawnRunes.push(new HollusionRune(rune, magnitude));
-  return rune;
-}
+  /**
+   * Renders the specified Rune in a tab as a hollusion, using the specified
+   * magnitude.
+   * @param rune - The Rune to render
+   * @param {number} magnitude - The hollusion's magnitude
+   * @return {Rune} The specified Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune, magnitude: number', 'Rune')
+  static hollusion_magnitude(rune: Rune, magnitude: number): Rune {
+    throwIfNotRune(RuneDisplay.hollusion_magnitude.name, rune);
+    drawnRunes.push(new HollusionRune(rune, magnitude));
+    return rune;
+  }
 
-/**
- * Renders the specified Rune in a tab as a hollusion, with a default magnitude
- * of 0.1.
- * @param rune - The Rune to render
- * @return {Rune} The specified Rune
- *
- * @category Main
- */
-export function hollusion(rune: Rune): Rune {
-  throwIfNotRune(hollusion.name, rune);
-  return hollusion_magnitude(rune, 0.1);
-}
+  /**
+   * Renders the specified Rune in a tab as a hollusion, with a default magnitude
+   * of 0.1.
+   * @param rune - The Rune to render
+   * @return {Rune} The specified Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static hollusion(rune: Rune): Rune {
+    throwIfNotRune(RuneDisplay.hollusion.name, rune);
+    return RuneDisplay.hollusion_magnitude(rune, 0.1);
+  }
 
-/**
- * Create an animation of runes
- * @param duration Duration of the entire animation in seconds
- * @param fps Duration of each frame in frames per seconds
- * @param func Takes in the timestamp and returns a Rune to draw
- * @returns A rune animation
- *
- * @category Main
- */
-export function animate_rune(
-  duration: number,
-  fps: number,
-  func: RuneAnimation
-) {
-  const anim = new AnimatedRune(duration, fps, (n) => {
-    const rune = func(n);
-    throwIfNotRune(animate_rune.name, rune);
-    return new NormalRune(rune);
-  });
-  drawnRunes.push(anim);
-  return anim;
-}
+  /**
+   * Create an animation of runes
+   * @param duration Duration of the entire animation in seconds
+   * @param fps Duration of each frame in frames per seconds
+   * @param func Takes in the timestamp and returns a Rune to draw
+   * @returns A rune animation
+   *
+   * @category Main
+   */
+  @functionDeclaration('duration: number, fps: number, func: RuneAnimation', 'AnimatedRune')
+  static animate_rune(duration: number, fps: number, func: RuneAnimation) {
+    const anim = new AnimatedRune(duration, fps, (n) => {
+      const rune = func(n);
+      throwIfNotRune(RuneDisplay.animate_rune.name, rune);
+      return new NormalRune(rune);
+    });
+    drawnRunes.push(anim);
+    return anim;
+  }
 
-/**
- * Create an animation of anaglyph runes
- * @param duration Duration of the entire animation in seconds
- * @param fps Duration of each frame in frames per seconds
- * @param func Takes in the timestamp and returns a Rune to draw
- * @returns A rune animation
- *
- * @category Main
- */
-export function animate_anaglyph(
-  duration: number,
-  fps: number,
-  func: RuneAnimation
-) {
-  const anim = new AnimatedRune(duration, fps, (n) => {
-    const rune = func(n);
-    throwIfNotRune(animate_anaglyph.name, rune);
-    return new AnaglyphRune(rune);
-  });
-  drawnRunes.push(anim);
-  return anim;
+  /**
+   * Create an animation of anaglyph runes
+   * @param duration Duration of the entire animation in seconds
+   * @param fps Duration of each frame in frames per seconds
+   * @param func Takes in the timestamp and returns a Rune to draw
+   * @returns A rune animation
+   *
+   * @category Main
+   */
+  @functionDeclaration('duration: number, fps: number, func: RuneAnimation', 'AnimatedRune')
+  static animate_anaglyph(duration: number, fps: number, func: RuneAnimation) {
+    const anim = new AnimatedRune(duration, fps, (n) => {
+      const rune = func(n);
+      throwIfNotRune(RuneDisplay.animate_anaglyph.name, rune);
+      return new AnaglyphRune(rune);
+    });
+    drawnRunes.push(anim);
+    return anim;
+  }
 }
+
+export const {show,
+  anaglyph,
+  hollusion,
+  hollusion_magnitude,
+  animate_rune,
+  animate_anaglyph,
+} = RuneDisplay;
diff --git a/src/bundles/rune/functions.ts b/src/bundles/rune/functions.ts
index 6e85f95e40..be70f3a92f 100644
--- a/src/bundles/rune/functions.ts
+++ b/src/bundles/rune/functions.ts
@@ -1,4 +1,8 @@
 import { mat4, vec3 } from 'gl-matrix';
+import {
+  functionDeclaration,
+  variableDeclaration,
+} from '../../typings/type_map';
 import {
   Rune,
   DrawnRune,
@@ -37,650 +41,695 @@ export type RuneModuleState = {
 // Basic Runes
 // =============================================================================
 
-/**
- * Rune with the shape of a full square
- *
- * @category Primitive
- */
-export const square: Rune = getSquare();
-/**
- * Rune with the shape of a blank square
- *
- * @category Primitive
- */
-export const blank: Rune = getBlank();
-/**
- * Rune with the shape of a
- * small square inside a large square,
- * each diagonally split into a
- * black and white half
- *
- * @category Primitive
- */
-export const rcross: Rune = getRcross();
-/**
- * Rune with the shape of a sail
- *
- * @category Primitive
- */
-export const sail: Rune = getSail();
-/**
- * Rune with the shape of a triangle
- *
- * @category Primitive
- */
-export const triangle: Rune = getTriangle();
-/**
- * Rune with black triangle,
- * filling upper right corner
- *
- * @category Primitive
- */
-export const corner: Rune = getCorner();
-/**
- * Rune with the shape of two overlapping
- * triangles, residing in the upper half
- * of the shape
- *
- * @category Primitive
- */
-export const nova: Rune = getNova();
-/**
- * Rune with the shape of a circle
- *
- * @category Primitive
- */
-export const circle: Rune = getCircle();
-/**
- * Rune with the shape of a heart
- *
- * @category Primitive
- */
-export const heart: Rune = getHeart();
-/**
- * Rune with the shape of a pentagram
- *
- * @category Primitive
- */
-export const pentagram: Rune = getPentagram();
-/**
- * Rune with the shape of a ribbon
- * winding outwards in an anticlockwise spiral
- *
- * @category Primitive
- */
-export const ribbon: Rune = getRibbon();
+class RuneFunctions {
+  /**
+   * Rune with the shape of a full square
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static square: Rune = getSquare();
+  /**
+   * Rune with the shape of a blank square
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static blank: Rune = getBlank();
+  /**
+   * Rune with the shape of a
+   * small square inside a large square,
+   * each diagonally split into a
+   * black and white half
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static rcross: Rune = getRcross();
+  /**
+   * Rune with the shape of a sail
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static sail: Rune = getSail();
+  /**
+   * Rune with the shape of a triangle
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static triangle: Rune = getTriangle();
+  /**
+   * Rune with black triangle,
+   * filling upper right corner
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static corner: Rune = getCorner();
+  /**
+   * Rune with the shape of two overlapping
+   * triangles, residing in the upper half
+   * of the shape
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static nova: Rune = getNova();
+  /**
+   * Rune with the shape of a circle
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static circle: Rune = getCircle();
+  /**
+   * Rune with the shape of a heart
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static heart: Rune = getHeart();
+  /**
+   * Rune with the shape of a pentagram
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static pentagram: Rune = getPentagram();
+  /**
+   * Rune with the shape of a ribbon
+   * winding outwards in an anticlockwise spiral
+   *
+   * @category Primitive
+   */
+  @variableDeclaration('Rune')
+  static ribbon: Rune = getRibbon();
+
+  // =============================================================================
+  // Textured Runes
+  // =============================================================================
+  /**
+   * Create a rune using the image provided in the url
+   * @param {string} imageUrl URL to the image that is used to create the rune.
+   * Note that the url must be from a domain that allows CORS.
+   * @returns {Rune} Rune created using the image.
+   *
+   * @category Main
+   */
+  @functionDeclaration('imageUrl: string', 'Rune')
+  static from_url(imageUrl: string): Rune {
+    const rune = getSquare();
+    rune.texture = new Image();
+    rune.texture.crossOrigin = 'anonymous';
+    rune.texture.src = imageUrl;
+    return rune;
+  }
 
-// =============================================================================
-// Textured Runes
-// =============================================================================
-/**
- * Create a rune using the image provided in the url
- * @param {string} imageUrl URL to the image that is used to create the rune.
- * Note that the url must be from a domain that allows CORS.
- * @returns {Rune} Rune created using the image.
- *
- * @category Main
- */
-export function from_url(imageUrl: string): Rune {
-  const rune = getSquare();
-  rune.texture = new Image();
-  rune.texture.crossOrigin = 'anonymous';
-  rune.texture.src = imageUrl;
-  return rune;
-}
+  // =============================================================================
+  // XY-axis Transformation functions
+  // =============================================================================
+
+  /**
+   * Scales a given Rune by separate factors in x and y direction
+   * @param {number} ratio_x - Scaling factor in x direction
+   * @param {number} ratio_y - Scaling factor in y direction
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting scaled Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('ratio_x: number, ratio_y: number, rune: Rune', 'Rune')
+  static scale_independent(
+    ratio_x: number,
+    ratio_y: number,
+    rune: Rune
+  ): Rune {
+    throwIfNotRune(RuneFunctions.scale_independent.name, rune);
+    const scaleVec = vec3.fromValues(ratio_x, ratio_y, 1);
+    const scaleMat = mat4.create();
+    mat4.scale(scaleMat, scaleMat, scaleVec);
+
+    const wrapperMat = mat4.create();
+    mat4.multiply(wrapperMat, scaleMat, wrapperMat);
+    return Rune.of({
+      subRunes: [rune],
+      transformMatrix: wrapperMat
+    });
+  }
 
-// =============================================================================
-// XY-axis Transformation functions
-// =============================================================================
+  /**
+   * Scales a given Rune by a given factor in both x and y direction
+   * @param {number} ratio - Scaling factor
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting scaled Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('ratio: number, rune: Rune', 'Rune')
+  static scale(ratio: number, rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.scale.name, rune);
+    return RuneFunctions.scale_independent(ratio, ratio, rune);
+  }
 
-/**
- * Scales a given Rune by separate factors in x and y direction
- * @param {number} ratio_x - Scaling factor in x direction
- * @param {number} ratio_y - Scaling factor in y direction
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting scaled Rune
- *
- * @category Main
- */
-export function scale_independent(
-  ratio_x: number,
-  ratio_y: number,
-  rune: Rune
-): Rune {
-  throwIfNotRune(scale_independent.name, rune);
-  const scaleVec = vec3.fromValues(ratio_x, ratio_y, 1);
-  const scaleMat = mat4.create();
-  mat4.scale(scaleMat, scaleMat, scaleVec);
-
-  const wrapperMat = mat4.create();
-  mat4.multiply(wrapperMat, scaleMat, wrapperMat);
-  return Rune.of({
-    subRunes: [rune],
-    transformMatrix: wrapperMat
-  });
-}
+  /**
+   * Translates a given Rune by given values in x and y direction
+   * @param {number} x - Translation in x direction
+   * @param {number} y - Translation in y direction
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting translated Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('x: number, y: number, rune: Rune', 'Rune')
+  static translate(x: number, y: number, rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.translate.name, rune);
+    const translateVec = vec3.fromValues(x, -y, 0);
+    const translateMat = mat4.create();
+    mat4.translate(translateMat, translateMat, translateVec);
+
+    const wrapperMat = mat4.create();
+    mat4.multiply(wrapperMat, translateMat, wrapperMat);
+    return Rune.of({
+      subRunes: [rune],
+      transformMatrix: wrapperMat
+    });
+  }
 
-/**
- * Scales a given Rune by a given factor in both x and y direction
- * @param {number} ratio - Scaling factor
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting scaled Rune
- *
- * @category Main
- */
-export function scale(ratio: number, rune: Rune): Rune {
-  throwIfNotRune(scale.name, rune);
-  return scale_independent(ratio, ratio, rune);
-}
+  /**
+   * Rotates a given Rune by a given angle,
+   * given in radians, in anti-clockwise direction.
+   * Note that parts of the Rune
+   * may be cropped as a result.
+   * @param {number} rad - Angle in radians
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Rotated Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rad: number, rune: Rune', 'Rune')
+  static rotate(rad: number, rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.rotate.name, rune);
+    const rotateMat = mat4.create();
+    mat4.rotateZ(rotateMat, rotateMat, rad);
+
+    const wrapperMat = mat4.create();
+    mat4.multiply(wrapperMat, rotateMat, wrapperMat);
+    return Rune.of({
+      subRunes: [rune],
+      transformMatrix: wrapperMat
+    });
+  }
 
-/**
- * Translates a given Rune by given values in x and y direction
- * @param {number} x - Translation in x direction
- * @param {number} y - Translation in y direction
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting translated Rune
- *
- * @category Main
- */
-export function translate(x: number, y: number, rune: Rune): Rune {
-  throwIfNotRune(translate.name, rune);
-  const translateVec = vec3.fromValues(x, -y, 0);
-  const translateMat = mat4.create();
-  mat4.translate(translateMat, translateMat, translateVec);
-
-  const wrapperMat = mat4.create();
-  mat4.multiply(wrapperMat, translateMat, wrapperMat);
-  return Rune.of({
-    subRunes: [rune],
-    transformMatrix: wrapperMat
-  });
-}
+  /**
+   * Makes a new Rune from two given Runes by
+   * placing the first on top of the second
+   * such that the first one occupies frac
+   * portion of the height of the result and
+   * the second the rest
+   * @param {number} frac - Fraction between 0 and 1 (inclusive)
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('frac: number, rune1: Rune, rune2: Rune', 'Rune')
+  static stack_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
+    throwIfNotRune(RuneFunctions.stack_frac.name, rune1);
+    throwIfNotRune(RuneFunctions.stack_frac.name, rune2);
+
+    if (!(frac >= 0 && frac <= 1)) {
+      throw Error('stack_frac can only take fraction in [0,1].');
+    }
 
-/**
- * Rotates a given Rune by a given angle,
- * given in radians, in anti-clockwise direction.
- * Note that parts of the Rune
- * may be cropped as a result.
- * @param {number} rad - Angle in radians
- * @param {Rune} rune - Given Rune
- * @return {Rune} Rotated Rune
- *
- * @category Main
- */
-export function rotate(rad: number, rune: Rune): Rune {
-  throwIfNotRune(rotate.name, rune);
-  const rotateMat = mat4.create();
-  mat4.rotateZ(rotateMat, rotateMat, rad);
-
-  const wrapperMat = mat4.create();
-  mat4.multiply(wrapperMat, rotateMat, wrapperMat);
-  return Rune.of({
-    subRunes: [rune],
-    transformMatrix: wrapperMat
-  });
-}
+    const upper = RuneFunctions.translate(0, -(1 - frac), RuneFunctions.scale_independent(1, frac, rune1));
+    const lower = RuneFunctions.translate(0, frac, RuneFunctions.scale_independent(1, 1 - frac, rune2));
+    return Rune.of({
+      subRunes: [upper, lower]
+    });
+  }
 
-/**
- * Makes a new Rune from two given Runes by
- * placing the first on top of the second
- * such that the first one occupies frac
- * portion of the height of the result and
- * the second the rest
- * @param {number} frac - Fraction between 0 and 1 (inclusive)
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function stack_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
-  throwIfNotRune(stack_frac.name, rune1);
-  throwIfNotRune(stack_frac.name, rune2);
-
-  if (!(frac >= 0 && frac <= 1)) {
-    throw Error('stack_frac can only take fraction in [0,1].');
-  }
-
-  const upper = translate(0, -(1 - frac), scale_independent(1, frac, rune1));
-  const lower = translate(0, frac, scale_independent(1, 1 - frac, rune2));
-  return Rune.of({
-    subRunes: [upper, lower]
-  });
-}
+  /**
+   * Makes a new Rune from two given Runes by
+   * placing the first on top of the second, each
+   * occupying equal parts of the height of the
+   * result
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune1: Rune, rune2: Rune', 'Rune')
+  static stack(rune1: Rune, rune2: Rune): Rune {
+    throwIfNotRune(RuneFunctions.stack.name, rune1, rune2);
+    return RuneFunctions.stack_frac(1 / 2, rune1, rune2);
+  }
 
-/**
- * Makes a new Rune from two given Runes by
- * placing the first on top of the second, each
- * occupying equal parts of the height of the
- * result
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function stack(rune1: Rune, rune2: Rune): Rune {
-  throwIfNotRune(stack.name, rune1, rune2);
-  return stack_frac(1 / 2, rune1, rune2);
-}
+  /**
+   * Makes a new Rune from a given Rune
+   * by vertically stacking n copies of it
+   * @param {number} n - Positive integer
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('n: number, rune: Rune', 'Rune')
+  static stackn(n: number, rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.stackn.name, rune);
+    if (n === 1) {
+      return rune;
+    }
+    return RuneFunctions.stack_frac(1 / n, rune, RuneFunctions.stackn(n - 1, rune));
+  }
 
-/**
- * Makes a new Rune from a given Rune
- * by vertically stacking n copies of it
- * @param {number} n - Positive integer
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function stackn(n: number, rune: Rune): Rune {
-  throwIfNotRune(stackn.name, rune);
-  if (n === 1) {
-    return rune;
+  /**
+   * Makes a new Rune from a given Rune
+   * by turning it a quarter-turn around the centre in
+   * clockwise direction.
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static quarter_turn_right(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.quarter_turn_right.name, rune);
+    return RuneFunctions.rotate(-Math.PI / 2, rune);
   }
-  return stack_frac(1 / n, rune, stackn(n - 1, rune));
-}
 
-/**
- * Makes a new Rune from a given Rune
- * by turning it a quarter-turn around the centre in
- * clockwise direction.
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function quarter_turn_right(rune: Rune): Rune {
-  throwIfNotRune(quarter_turn_right.name, rune);
-  return rotate(-Math.PI / 2, rune);
-}
+  /**
+   * Makes a new Rune from a given Rune
+   * by turning it a quarter-turn in
+   * anti-clockwise direction.
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static quarter_turn_left(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.quarter_turn_left.name, rune);
+    return RuneFunctions.rotate(Math.PI / 2, rune);
+  }
 
-/**
- * Makes a new Rune from a given Rune
- * by turning it a quarter-turn in
- * anti-clockwise direction.
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function quarter_turn_left(rune: Rune): Rune {
-  throwIfNotRune(quarter_turn_left.name, rune);
-  return rotate(Math.PI / 2, rune);
-}
+  /**
+   * Makes a new Rune from a given Rune
+   * by turning it upside-down
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static turn_upside_down(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.turn_upside_down.name, rune);
+    return RuneFunctions.rotate(Math.PI, rune);
+  }
 
-/**
- * Makes a new Rune from a given Rune
- * by turning it upside-down
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function turn_upside_down(rune: Rune): Rune {
-  throwIfNotRune(turn_upside_down.name, rune);
-  return rotate(Math.PI, rune);
-}
+  /**
+   * Makes a new Rune from two given Runes by
+   * placing the first on the left of the second
+   * such that the first one occupies frac
+   * portion of the width of the result and
+   * the second the rest
+   * @param {number} frac - Fraction between 0 and 1 (inclusive)
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('frac: number, rune1: Rune, rune2: Rune', 'Rune')
+  static beside_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
+    throwIfNotRune(RuneFunctions.beside_frac.name, rune1, rune2);
+
+    if (!(frac >= 0 && frac <= 1)) {
+      throw Error('beside_frac can only take fraction in [0,1].');
+    }
 
-/**
- * Makes a new Rune from two given Runes by
- * placing the first on the left of the second
- * such that the first one occupies frac
- * portion of the width of the result and
- * the second the rest
- * @param {number} frac - Fraction between 0 and 1 (inclusive)
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function beside_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
-  throwIfNotRune(beside_frac.name, rune1, rune2);
-
-  if (!(frac >= 0 && frac <= 1)) {
-    throw Error('beside_frac can only take fraction in [0,1].');
-  }
-
-  const left = translate(-(1 - frac), 0, scale_independent(frac, 1, rune1));
-  const right = translate(frac, 0, scale_independent(1 - frac, 1, rune2));
-  return Rune.of({
-    subRunes: [left, right]
-  });
-}
+    const left = RuneFunctions.translate(-(1 - frac), 0, RuneFunctions.scale_independent(frac, 1, rune1));
+    const right = RuneFunctions.translate(frac, 0, RuneFunctions.scale_independent(1 - frac, 1, rune2));
+    return Rune.of({
+      subRunes: [left, right]
+    });
+  }
 
-/**
- * Makes a new Rune from two given Runes by
- * placing the first on the left of the second,
- * both occupying equal portions of the width
- * of the result
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function beside(rune1: Rune, rune2: Rune): Rune {
-  throwIfNotRune(beside.name, rune1, rune2);
-  return beside_frac(1 / 2, rune1, rune2);
-}
+  /**
+   * Makes a new Rune from two given Runes by
+   * placing the first on the left of the second,
+   * both occupying equal portions of the width
+   * of the result
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune1: Rune, rune2: Rune', 'Rune')
+  static beside(rune1: Rune, rune2: Rune): Rune {
+    throwIfNotRune(RuneFunctions.beside.name, rune1, rune2);
+    return RuneFunctions.beside_frac(1 / 2, rune1, rune2);
+  }
 
-/**
- * Makes a new Rune from a given Rune by
- * flipping it around a horizontal axis,
- * turning it upside down
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function flip_vert(rune: Rune): Rune {
-  throwIfNotRune(flip_vert.name, rune);
-  return scale_independent(1, -1, rune);
-}
+  /**
+   * Makes a new Rune from a given Rune by
+   * flipping it around a horizontal axis,
+   * turning it upside down
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static flip_vert(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.flip_vert.name, rune);
+    return RuneFunctions.scale_independent(1, -1, rune);
+  }
 
-/**
- * Makes a new Rune from a given Rune by
- * flipping it around a vertical axis,
- * creating a mirror image
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function flip_horiz(rune: Rune): Rune {
-  throwIfNotRune(flip_horiz.name, rune);
-  return scale_independent(-1, 1, rune);
-}
+  /**
+   * Makes a new Rune from a given Rune by
+   * flipping it around a vertical axis,
+   * creating a mirror image
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static flip_horiz(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.flip_horiz.name, rune);
+    return RuneFunctions.scale_independent(-1, 1, rune);
+  }
 
-/**
- * Makes a new Rune from a given Rune by
- * arranging into a square for copies of the
- * given Rune in different orientations
- * @param {Rune} rune - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function make_cross(rune: Rune): Rune {
-  throwIfNotRune(make_cross.name, rune);
-  return stack(
-    beside(quarter_turn_right(rune), rotate(Math.PI, rune)),
-    beside(rune, rotate(Math.PI / 2, rune))
-  );
-}
+  /**
+   * Makes a new Rune from a given Rune by
+   * arranging into a square for copies of the
+   * given Rune in different orientations
+   * @param {Rune} rune - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static make_cross(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.make_cross.name, rune);
+    return RuneFunctions.stack(
+      RuneFunctions.beside(RuneFunctions.quarter_turn_right(rune), RuneFunctions.rotate(Math.PI, rune)),
+      RuneFunctions.beside(rune, RuneFunctions.rotate(Math.PI / 2, rune))
+    );
+  }
 
-/**
- * Applies a given function n times to an initial value
- * @param {number} n - A non-negative integer
- * @param {function} pattern - Unary function from Rune to Rune
- * @param {Rune} initial - The initial Rune
- * @return {Rune} - Result of n times application of pattern to initial:
- * pattern(pattern(...pattern(pattern(initial))...))
- *
- * @category Main
- */
-export function repeat_pattern(
-  n: number,
-  pattern: (a: Rune) => Rune,
-  initial: Rune
-): Rune {
-  if (n === 0) {
-    return initial;
-  }
-  return pattern(repeat_pattern(n - 1, pattern, initial));
-}
+  /**
+   * Applies a given function n times to an initial value
+   * @param {number} n - A non-negative integer
+   * @param {function} pattern - Unary function from Rune to Rune
+   * @param {Rune} initial - The initial Rune
+   * @return {Rune} - Result of n times application of pattern to initial:
+   * pattern(pattern(...pattern(pattern(initial))...))
+   *
+   * @category Main
+   */
+  @functionDeclaration('n: number, pattern: (a: Rune) => Rune, initial: Rune', 'Rune')
+  static repeat_pattern(
+    n: number,
+    pattern: (a: Rune) => Rune,
+    initial: Rune
+  ): Rune {
+    if (n === 0) {
+      return initial;
+    }
+    return pattern(RuneFunctions.repeat_pattern(n - 1, pattern, initial));
+  }
 
-// =============================================================================
-// Z-axis Transformation functions
-// =============================================================================
+  // =============================================================================
+  // Z-axis Transformation functions
+  // =============================================================================
+
+  /**
+   * The depth range of the z-axis of a rune is [0,-1], this function gives a [0, -frac] of the depth range to rune1 and the rest to rune2.
+   * @param {number} frac - Fraction between 0 and 1 (inclusive)
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Rune
+   *
+   * @category Main
+   */
+  @functionDeclaration('frac: number, rune1: Rune, rune2: Rune', 'Rune')
+  static overlay_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
+    // to developer: please read https://www.tutorialspoint.com/webgl/webgl_basics.htm to understand the webgl z-axis interpretation.
+    // The key point is that positive z is closer to the screen. Hence, the image at the back should have smaller z value. Primitive runes have z = 0.
+    throwIfNotRune(RuneFunctions.overlay_frac.name, rune1);
+    throwIfNotRune(RuneFunctions.overlay_frac.name, rune2);
+    if (!(frac >= 0 && frac <= 1)) {
+      throw Error('overlay_frac can only take fraction in [0,1].');
+    }
+    // by definition, when frac == 0 or 1, the back rune will overlap with the front rune.
+    // however, this would cause graphical glitch because overlapping is physically impossible
+    // we hack this problem by clipping the frac input from [0,1] to [1E-6, 1-1E-6]
+    // this should not be graphically noticable
+    let useFrac = frac;
+    const minFrac = 0.000001;
+    const maxFrac = 1 - minFrac;
+    if (useFrac < minFrac) {
+      useFrac = minFrac;
+    }
+    if (useFrac > maxFrac) {
+      useFrac = maxFrac;
+    }
 
-/**
- * The depth range of the z-axis of a rune is [0,-1], this function gives a [0, -frac] of the depth range to rune1 and the rest to rune2.
- * @param {number} frac - Fraction between 0 and 1 (inclusive)
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Rune
- *
- * @category Main
- */
-export function overlay_frac(frac: number, rune1: Rune, rune2: Rune): Rune {
-  // to developer: please read https://www.tutorialspoint.com/webgl/webgl_basics.htm to understand the webgl z-axis interpretation.
-  // The key point is that positive z is closer to the screen. Hence, the image at the back should have smaller z value. Primitive runes have z = 0.
-  throwIfNotRune(overlay_frac.name, rune1);
-  throwIfNotRune(overlay_frac.name, rune2);
-  if (!(frac >= 0 && frac <= 1)) {
-    throw Error('overlay_frac can only take fraction in [0,1].');
-  }
-  // by definition, when frac == 0 or 1, the back rune will overlap with the front rune.
-  // however, this would cause graphical glitch because overlapping is physically impossible
-  // we hack this problem by clipping the frac input from [0,1] to [1E-6, 1-1E-6]
-  // this should not be graphically noticable
-  let useFrac = frac;
-  const minFrac = 0.000001;
-  const maxFrac = 1 - minFrac;
-  if (useFrac < minFrac) {
-    useFrac = minFrac;
-  }
-  if (useFrac > maxFrac) {
-    useFrac = maxFrac;
-  }
-
-  const frontMat = mat4.create();
-  // z: scale by frac
-  mat4.scale(frontMat, frontMat, vec3.fromValues(1, 1, useFrac));
-  const front = Rune.of({
-    subRunes: [rune1],
-    transformMatrix: frontMat
-  });
-
-  const backMat = mat4.create();
-  // need to apply transformation in backwards order!
-  mat4.translate(backMat, backMat, vec3.fromValues(0, 0, -useFrac));
-  mat4.scale(backMat, backMat, vec3.fromValues(1, 1, 1 - useFrac));
-  const back = Rune.of({
-    subRunes: [rune2],
-    transformMatrix: backMat
-  });
-
-  return Rune.of({
-    subRunes: [front, back] // render front first to avoid redrawing
-  });
-}
+    const frontMat = mat4.create();
+    // z: scale by frac
+    mat4.scale(frontMat, frontMat, vec3.fromValues(1, 1, useFrac));
+    const front = Rune.of({
+      subRunes: [rune1],
+      transformMatrix: frontMat
+    });
+
+    const backMat = mat4.create();
+    // need to apply transformation in backwards order!
+    mat4.translate(backMat, backMat, vec3.fromValues(0, 0, -useFrac));
+    mat4.scale(backMat, backMat, vec3.fromValues(1, 1, 1 - useFrac));
+    const back = Rune.of({
+      subRunes: [rune2],
+      transformMatrix: backMat
+    });
+
+    return Rune.of({
+      subRunes: [front, back] // render front first to avoid redrawing
+    });
+  }
 
-/**
- * The depth range of the z-axis of a rune is [0,-1], this function maps the depth range of rune1 and rune2 to [0,-0.5] and [-0.5,-1] respectively.
- * @param {Rune} rune1 - Given Rune
- * @param {Rune} rune2 - Given Rune
- * @return {Rune} Resulting Runes
- *
- * @category Main
- */
-export function overlay(rune1: Rune, rune2: Rune): Rune {
-  throwIfNotRune(overlay.name, rune1);
-  throwIfNotRune(overlay.name, rune2);
-  return overlay_frac(0.5, rune1, rune2);
-}
+  /**
+   * The depth range of the z-axis of a rune is [0,-1], this function maps the depth range of rune1 and rune2 to [0,-0.5] and [-0.5,-1] respectively.
+   * @param {Rune} rune1 - Given Rune
+   * @param {Rune} rune2 - Given Rune
+   * @return {Rune} Resulting Runes
+   *
+   * @category Main
+   */
+  @functionDeclaration('rune1: Rune, rune2: Rune', 'Rune')
+  static overlay(rune1: Rune, rune2: Rune): Rune {
+    throwIfNotRune(RuneFunctions.overlay.name, rune1);
+    throwIfNotRune(RuneFunctions.overlay.name, rune2);
+    return RuneFunctions.overlay_frac(0.5, rune1, rune2);
+  }
 
-// =============================================================================
-// Color functions
-// =============================================================================
+  // =============================================================================
+  // Color functions
+  // =============================================================================
+
+  /**
+   * Adds color to rune by specifying
+   * the red, green, blue (RGB) value, ranging from 0.0 to 1.0.
+   * RGB is additive: if all values are 1, the color is white,
+   * and if all values are 0, the color is black.
+   * @param {Rune} rune - The rune to add color to
+   * @param {number} r - Red value [0.0-1.0]
+   * @param {number} g - Green value [0.0-1.0]
+   * @param {number} b - Blue value [0.0-1.0]
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune, r: number, g: number, b: number', 'Rune')
+  static color(rune: Rune, r: number, g: number, b: number): Rune {
+    throwIfNotRune(RuneFunctions.color.name, rune);
+
+    const colorVector = [r, g, b, 1];
+    return Rune.of({
+      colors: new Float32Array(colorVector),
+      subRunes: [rune]
+    });
+  }
 
-/**
- * Adds color to rune by specifying
- * the red, green, blue (RGB) value, ranging from 0.0 to 1.0.
- * RGB is additive: if all values are 1, the color is white,
- * and if all values are 0, the color is black.
- * @param {Rune} rune - The rune to add color to
- * @param {number} r - Red value [0.0-1.0]
- * @param {number} g - Green value [0.0-1.0]
- * @param {number} b - Blue value [0.0-1.0]
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function color(rune: Rune, r: number, g: number, b: number): Rune {
-  throwIfNotRune(color.name, rune);
-
-  const colorVector = [r, g, b, 1];
-  return Rune.of({
-    colors: new Float32Array(colorVector),
-    subRunes: [rune]
-  });
-}
+  /**
+   * Gives random color to the given rune.
+   * The color is chosen randomly from the following nine
+   * colors: red, pink, purple, indigo, blue, green, yellow, orange, brown
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static random_color(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.random_color.name, rune);
+    const randomColor = hexToColor(
+      colorPalette[Math.floor(Math.random() * colorPalette.length)]
+    );
 
-/**
- * Gives random color to the given rune.
- * The color is chosen randomly from the following nine
- * colors: red, pink, purple, indigo, blue, green, yellow, orange, brown
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function random_color(rune: Rune): Rune {
-  throwIfNotRune(random_color.name, rune);
-  const randomColor = hexToColor(
-    colorPalette[Math.floor(Math.random() * colorPalette.length)]
-  );
-
-  return Rune.of({
-    colors: new Float32Array(randomColor),
-    subRunes: [rune]
-  });
-}
+    return Rune.of({
+      colors: new Float32Array(randomColor),
+      subRunes: [rune]
+    });
+  }
 
-/**
- * Colors the given rune red (#F44336).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function red(rune: Rune): Rune {
-  throwIfNotRune(red.name, rune);
-  return addColorFromHex(rune, '#F44336');
-}
+  /**
+   * Colors the given rune red (#F44336).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static red(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.red.name, rune);
+    return addColorFromHex(rune, '#F44336');
+  }
 
-/**
- * Colors the given rune pink (#E91E63s).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function pink(rune: Rune): Rune {
-  throwIfNotRune(pink.name, rune);
-  return addColorFromHex(rune, '#E91E63');
-}
+  /**
+   * Colors the given rune pink (#E91E63s).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static pink(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.pink.name, rune);
+    return addColorFromHex(rune, '#E91E63');
+  }
 
-/**
- * Colors the given rune purple (#AA00FF).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function purple(rune: Rune): Rune {
-  throwIfNotRune(purple.name, rune);
-  return addColorFromHex(rune, '#AA00FF');
-}
+  /**
+   * Colors the given rune purple (#AA00FF).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static purple(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.purple.name, rune);
+    return addColorFromHex(rune, '#AA00FF');
+  }
 
-/**
- * Colors the given rune indigo (#3F51B5).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function indigo(rune: Rune): Rune {
-  throwIfNotRune(indigo.name, rune);
-  return addColorFromHex(rune, '#3F51B5');
-}
+  /**
+   * Colors the given rune indigo (#3F51B5).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static indigo(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.indigo.name, rune);
+    return addColorFromHex(rune, '#3F51B5');
+  }
 
-/**
- * Colors the given rune blue (#2196F3).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function blue(rune: Rune): Rune {
-  throwIfNotRune(blue.name, rune);
-  return addColorFromHex(rune, '#2196F3');
-}
+  /**
+   * Colors the given rune blue (#2196F3).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static blue(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.blue.name, rune);
+    return addColorFromHex(rune, '#2196F3');
+  }
 
-/**
- * Colors the given rune green (#4CAF50).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function green(rune: Rune): Rune {
-  throwIfNotRune(green.name, rune);
-  return addColorFromHex(rune, '#4CAF50');
-}
+  /**
+   * Colors the given rune green (#4CAF50).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static green(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.green.name, rune);
+    return addColorFromHex(rune, '#4CAF50');
+  }
 
-/**
- * Colors the given rune yellow (#FFEB3B).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function yellow(rune: Rune): Rune {
-  throwIfNotRune(yellow.name, rune);
-  return addColorFromHex(rune, '#FFEB3B');
-}
+  /**
+   * Colors the given rune yellow (#FFEB3B).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static yellow(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.yellow.name, rune);
+    return addColorFromHex(rune, '#FFEB3B');
+  }
 
-/**
- * Colors the given rune orange (#FF9800).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function orange(rune: Rune): Rune {
-  throwIfNotRune(orange.name, rune);
-  return addColorFromHex(rune, '#FF9800');
-}
+  /**
+   * Colors the given rune orange (#FF9800).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static orange(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.orange.name, rune);
+    return addColorFromHex(rune, '#FF9800');
+  }
 
-/**
- * Colors the given rune brown.
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function brown(rune: Rune): Rune {
-  throwIfNotRune(brown.name, rune);
-  return addColorFromHex(rune, '#795548');
-}
+  /**
+   * Colors the given rune brown.
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static brown(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.brown.name, rune);
+    return addColorFromHex(rune, '#795548');
+  }
 
-/**
- * Colors the given rune black (#000000).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function black(rune: Rune): Rune {
-  throwIfNotRune(black.name, rune);
-  return addColorFromHex(rune, '#000000');
-}
+  /**
+   * Colors the given rune black (#000000).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static black(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.black.name, rune);
+    return addColorFromHex(rune, '#000000');
+  }
 
-/**
- * Colors the given rune white (#FFFFFF).
- * @param {Rune} rune - The rune to color
- * @returns {Rune} The colored Rune
- *
- * @category Color
- */
-export function white(rune: Rune): Rune {
-  throwIfNotRune(white.name, rune);
-  return addColorFromHex(rune, '#FFFFFF');
+  /**
+   * Colors the given rune white (#FFFFFF).
+   * @param {Rune} rune - The rune to color
+   * @returns {Rune} The colored Rune
+   *
+   * @category Color
+   */
+  @functionDeclaration('rune: Rune', 'Rune')
+  static white(rune: Rune): Rune {
+    throwIfNotRune(RuneFunctions.white.name, rune);
+    return addColorFromHex(rune, '#FFFFFF');
+  }
 }
 
 /** @hidden */
@@ -893,10 +942,9 @@ export class HollusionRune extends DrawnRune {
       lastTime = timeInMs;
 
       const framePos
-        = Math.floor(timeInMs / (period / frameCount)) % frameCount;
+          = Math.floor(timeInMs / (period / frameCount)) % frameCount;
       const fbObject = frameBuffer[framePos];
       gl.clearColor(1.0, 1.0, 1.0, 1.0); // Set clear color to white, fully opaque
-      // eslint-disable-next-line no-bitwise
       gl.clear(gl.COLOR_BUFFER_BIT | gl.DEPTH_BUFFER_BIT); // Clear the viewport
 
       gl.activeTexture(gl.TEXTURE0);
@@ -912,3 +960,49 @@ export class HollusionRune extends DrawnRune {
 
 /** @hidden */
 export const isHollusionRune = (rune: DrawnRune): rune is HollusionRune => rune.isHollusion;
+
+export const {
+  beside,
+  beside_frac,
+  black,
+  blank,
+  blue,
+  brown,
+  circle,
+  color,
+  corner,
+  flip_horiz,
+  flip_vert,
+  from_url,
+  green,
+  heart,
+  indigo,
+  make_cross,
+  nova,
+  orange,
+  overlay,
+  overlay_frac,
+  pentagram,
+  pink,
+  purple,
+  quarter_turn_left,
+  quarter_turn_right,
+  random_color,
+  rcross,
+  red,
+  repeat_pattern,
+  ribbon,
+  rotate,
+  sail,
+  scale,
+  scale_independent,
+  square,
+  stack,
+  stack_frac,
+  stackn,
+  translate,
+  triangle,
+  turn_upside_down,
+  white,
+  yellow
+} = RuneFunctions;
diff --git a/src/bundles/rune/index.ts b/src/bundles/rune/index.ts
index 693d91bc53..fd21ea0905 100644
--- a/src/bundles/rune/index.ts
+++ b/src/bundles/rune/index.ts
@@ -59,3 +59,7 @@ export {
   hollusion_magnitude,
   show
 } from './display';
+
+export {
+  type_map
+} from '../../typings/type_map';
diff --git a/src/bundles/rune/rune.ts b/src/bundles/rune/rune.ts
index b08e12251a..2a2f052ebe 100644
--- a/src/bundles/rune/rune.ts
+++ b/src/bundles/rune/rune.ts
@@ -1,6 +1,7 @@
 import { mat4 } from 'gl-matrix';
 import { type AnimFrame, glAnimation } from '../../typings/anim_types';
 import type { ReplResult } from '../../typings/type_helpers';
+import { classDeclaration } from '../../typings/type_map';
 import { getWebGlFromCanvas, initShaderProgram } from './runes_webgl';
 
 const normalVertexShader = `
@@ -57,6 +58,7 @@ void main(void) {
  * @field transformMatrix - A mat4 that is applied to all the vertices and the sub runes
  * @field subRune - A (potentially empty) list of Runes
  */
+@classDeclaration('Rune')
 export class Rune {
   constructor(
     public vertices: Float32Array,
@@ -217,7 +219,6 @@ export function drawRunesToFrameBuffer(
     const texture = gl.createTexture();
     gl.bindTexture(gl.TEXTURE_2D, texture);
     function isPowerOf2(value) {
-      // eslint-disable-next-line no-bitwise
       return (value & (value - 1)) === 0;
     }
     // Because images have to be downloaded over the internet
diff --git a/src/bundles/rune/runes_ops.ts b/src/bundles/rune/runes_ops.ts
index 58fc1e3781..65c8747580 100644
--- a/src/bundles/rune/runes_ops.ts
+++ b/src/bundles/rune/runes_ops.ts
@@ -1,6 +1,7 @@
 /**
  * This file contains the bundle's private functions for runes.
  */
+import { hexToColor as hexToColorUtil } from '../../common/utilities';
 import { Rune } from './rune';
 
 // =============================================================================
@@ -338,18 +339,8 @@ export const colorPalette = [
 ];
 
 export function hexToColor(hex: string): number[] {
-  const result = /^#?(?<red>[a-f\d]{2})(?<green>[a-f\d]{2})(?<blue>[a-f\d]{2})$/iu.exec(
-    hex
-  );
-  if (result === null || result.length < 4) {
-    return [0, 0, 0];
-  }
-  return [
-    parseInt(result[1], 16) / 255,
-    parseInt(result[2], 16) / 255,
-    parseInt(result[3], 16) / 255,
-    1
-  ];
+  const result = hexToColorUtil(hex);
+  return [ ...result, 1];
 }
 
 export function addColorFromHex(rune: Rune, hex: string) {
diff --git a/src/bundles/rune/runes_webgl.ts b/src/bundles/rune/runes_webgl.ts
index fe6c45f59d..5cc3b06ae3 100644
--- a/src/bundles/rune/runes_webgl.ts
+++ b/src/bundles/rune/runes_webgl.ts
@@ -75,7 +75,6 @@ export function getWebGlFromCanvas(
   gl.clearColor(1.0, 1.0, 1.0, 1.0); // Set clear color to white, fully opaque
   gl.enable(gl.DEPTH_TEST); // Enable depth testing
   gl.depthFunc(gl.LESS); // Near things obscure far things (this is default setting can omit)
-  // eslint-disable-next-line no-bitwise
   gl.clear(gl.COLOR_BUFFER_BIT | gl.DEPTH_BUFFER_BIT); // Clear the viewport
   return gl;
 }
diff --git a/src/bundles/sound/functions.ts b/src/bundles/sound/functions.ts
index 299bf2151d..92a60d982b 100644
--- a/src/bundles/sound/functions.ts
+++ b/src/bundles/sound/functions.ts
@@ -1,4 +1,3 @@
-/* eslint-disable new-cap, @typescript-eslint/naming-convention */
 import context from 'js-slang/context';
 import {
   pair,
@@ -104,7 +103,6 @@ function play_recording_signal() {
   play(sine_sound(1200, recording_signal_ms / 1000));
 }
 
-// eslint-disable-next-line @typescript-eslint/no-shadow
 function process(data) {
   const audioContext = new AudioContext();
   const blob = new Blob(data);
diff --git a/src/bundles/sound_fft/list.ts b/src/bundles/sound_fft/list.ts
index f746bf6dc0..4208a70826 100644
--- a/src/bundles/sound_fft/list.ts
+++ b/src/bundles/sound_fft/list.ts
@@ -1,5 +1,3 @@
-/* eslint-disable no-else-return, no-lonely-if, operator-assignment, prefer-template */
-
 // list.js: Supporting lists in the Scheme style, using pairs made
 //          up of two-element JavaScript array (vector)
 
diff --git a/src/bundles/sound_fft/sound_functions.ts b/src/bundles/sound_fft/sound_functions.ts
index f02b953cfb..d718af4675 100644
--- a/src/bundles/sound_fft/sound_functions.ts
+++ b/src/bundles/sound_fft/sound_functions.ts
@@ -4,7 +4,7 @@ import {
   pair,
   is_pair
 } from 'js-slang/dist/stdlib/list';
-import { type Sound, type Wave } from '../sound/types';
+import type { Sound, Wave } from '../sound/types';
 
 export function is_sound(x: any): x is Sound {
   return (
diff --git a/src/bundles/sound_matrix/list.ts b/src/bundles/sound_matrix/list.ts
index 461fd31b9a..bea418e397 100644
--- a/src/bundles/sound_matrix/list.ts
+++ b/src/bundles/sound_matrix/list.ts
@@ -1,5 +1,3 @@
-/* eslint-disable no-else-return, no-lonely-if, operator-assignment, prefer-template */
-
 // list.js: Supporting lists in the Scheme style, using pairs made
 //          up of two-element JavaScript array (vector)
 
diff --git a/src/bundles/stereo_sound/functions.ts b/src/bundles/stereo_sound/functions.ts
index 42536c428d..1c5a3808cb 100644
--- a/src/bundles/stereo_sound/functions.ts
+++ b/src/bundles/stereo_sound/functions.ts
@@ -1,4 +1,3 @@
-/* eslint-disable new-cap, @typescript-eslint/naming-convention */
 import context from 'js-slang/context';
 import {
   accumulate,
@@ -103,7 +102,6 @@ function play_recording_signal() {
   play(sine_sound(1200, recording_signal_duration_ms / 1000));
 }
 
-// eslint-disable-next-line @typescript-eslint/no-shadow
 function process(data: any[] | undefined) {
   const audioContext = new AudioContext();
   const blob = new Blob(data);
diff --git a/src/bundles/unittest/__tests__/index.ts b/src/bundles/unittest/__tests__/index.ts
new file mode 100644
index 0000000000..1d8c2a380d
--- /dev/null
+++ b/src/bundles/unittest/__tests__/index.ts
@@ -0,0 +1,49 @@
+import { list } from 'js-slang/dist/stdlib/list';
+import * as asserts from '../asserts';
+import * as testing from '../functions';
+
+beforeEach(() => {
+  testing.testContext.suiteResults = {
+    name: '',
+    results: [],
+    total: 0,
+    passed: 0,
+  };
+  testing.testContext.allResults.results = [];
+  testing.testContext.runtime = 0;
+  testing.testContext.called = false;
+});
+
+test('context is created correctly', () => {
+  const mockTestFn = jest.fn();
+  testing.describe('Testing 321', () => {
+    testing.it('Testing 123', mockTestFn);
+  });
+  expect(testing.testContext.suiteResults.passed).toEqual(1);
+  expect(mockTestFn).toHaveBeenCalled();
+});
+
+test('context fails correctly', () => {
+  testing.describe('Testing 123', () => {
+    testing.it('This test fails!', () => asserts.assert_equals(0, 1));
+  });
+  expect(testing.testContext.suiteResults.passed).toEqual(0);
+  expect(testing.testContext.suiteResults.total).toEqual(1);
+});
+
+test('assert works', () => {
+  expect(() => asserts.assert(() => true)).not.toThrow();
+  expect(() => asserts.assert(() => false)).toThrow('Assert failed');
+});
+
+test('assert_equals works', () => {
+  expect(() => asserts.assert_equals(1, 1)).not.toThrow();
+  expect(() => asserts.assert_equals(0, 1)).toThrow('Expected');
+  expect(() => asserts.assert_equals(1.00000000001, 1)).not.toThrow();
+});
+
+test('assert_contains works', () => {
+  const list1 = list(1, 2, 3);
+  expect(() => asserts.assert_contains(list1, 2)).not.toThrow();
+  expect(() => asserts.assert_contains(list1, 10)).toThrow();
+});
diff --git a/src/bundles/unittest/asserts.ts b/src/bundles/unittest/asserts.ts
new file mode 100644
index 0000000000..154c794195
--- /dev/null
+++ b/src/bundles/unittest/asserts.ts
@@ -0,0 +1,116 @@
+import { is_pair, head, tail, is_list, is_null, length, type List, type Pair } from 'js-slang/dist/stdlib/list';
+
+/**
+ * Asserts that a predicate returns true.
+ * @param pred An predicate function that returns true/false.
+ * @returns
+ */
+export function assert(pred: () => boolean) {
+  if (!pred()) {
+    throw new Error('Assert failed!');
+  }
+}
+
+/**
+ * Asserts the equality (===) of two parameters.
+ * @param expected The expected value.
+ * @param received The given value.
+ * @returns
+ */
+export function assert_equals(expected: any, received: any) {
+  const fail = () => {
+    throw new Error(`Expected \`${expected}\`, got \`${received}\`!`);
+  };
+  if (typeof expected !== typeof received) {
+    fail();
+  }
+  // approx checking for floats
+  if (typeof expected === 'number' && !Number.isInteger(expected)) {
+    if (Math.abs(expected - received) > 0.001) {
+      fail();
+    } else {
+      return;
+    }
+  }
+  if (expected !== received) {
+    fail();
+  }
+}
+
+/**
+ * Asserts that two parameters are not equal (!==).
+ * @param expected The expected value.
+ * @param received The given value.
+ * @returns
+ */
+export function assert_not_equals(expected: any, received: any) {
+  if (expected === received) {
+    throw new Error(`Expected \`${expected}\` to not equal \`${received}\`!`);
+  }
+}
+
+/**
+ * Asserts that `xs` contains `toContain`.
+ * @param xs The list to assert.
+ * @param toContain The element that `xs` is expected to contain.
+ */
+export function assert_contains(xs: any, toContain: any) {
+  const fail = () => {
+    throw new Error(`Expected \`${xs}\` to contain \`${toContain}\`.`);
+  };
+
+  const member = (xs: List | Pair<any, any>, item: any) => {
+    if (is_null(xs)) return false;
+
+    if (is_list(xs)) {
+      if (head(xs) === item) return true;
+      return member(tail(xs), item);
+    }
+
+    if (is_pair(xs)) {
+      return member(head(xs), item) || member(tail(xs), item);
+    }
+
+    throw new Error(`First argument to ${assert_contains.name} must be a list or a pair, got \`${xs}\`.`);
+  };
+  if (!member(xs, toContain)) fail();
+}
+
+/**
+ * Asserts that the given list has length `len`.
+ * @param list The list to assert.
+ * @param len The expected length of the list.
+ */
+export function assert_length(list: any, len: number) {
+  assert_equals(length(list), len);
+}
+
+/**
+ * Asserts that the given item is greater than `expected`
+ * @param item The number to check
+ * @param expected The value to check against
+ */
+export function assert_greater(item: any, expected: number) {
+  if (typeof item !== 'number' || typeof expected !== 'number') {
+    throw new Error(`${assert_greater.name} should be called with numeric arguments!`);
+  }
+
+  if (item <= expected) {
+    throw new Error(`Expected ${item} to be greater than ${expected}`);
+  }
+}
+
+/**
+ * Asserts that the given item is greater than or equal to `expected`
+ * @param item The number to check
+ * @param expected The value to check against
+ */
+export function assert_greater_equals(item: any, expected: number) {
+  if (typeof item !== 'number' || typeof expected !== 'number') {
+    throw new Error(`${assert_greater.name} should be called with numeric arguments!`);
+  }
+
+  if (item < expected) {
+    throw new Error(`Expected ${item} to be greater than or equal to ${expected}`);
+  }
+}
diff --git a/src/bundles/unittest/functions.ts b/src/bundles/unittest/functions.ts
new file mode 100644
index 0000000000..c068ef2f24
--- /dev/null
+++ b/src/bundles/unittest/functions.ts
@@ -0,0 +1,93 @@
+import context from 'js-slang/context';
+
+import type { TestContext, TestSuite, Test } from './types';
+
+const handleErr = (err: any) => {
+  if (err.error && err.error.message) {
+    return (err.error as Error).message;
+  }
+  if (err.message) {
+    return (err as Error).message;
+  }
+  throw err;
+};
+
+export const testContext: TestContext = {
+  called: false,
+  describe(msg: string, suite: TestSuite) {
+    if (this.called) {
+      throw new Error(`${describe.name} can only be called once per program!`);
+    }
+
+    this.called = true;
+
+    const starttime = performance.now();
+    this.suiteResults = {
+      name: msg,
+      results: [],
+      total: 0,
+      passed: 0,
+    };
+
+    suite();
+
+    this.allResults.results.push(this.suiteResults);
+
+    const endtime = performance.now();
+    this.runtime += endtime - starttime;
+    return this.allResults;
+  },
+
+  it(msg: string, test: Test) {
+    const name = `${msg}`;
+    let error = '';
+    this.suiteResults.total += 1;
+
+    try {
+      test();
+      this.suiteResults.passed += 1;
+    } catch (err: any) {
+      error = handleErr(err);
+    }
+
+    this.suiteResults.results.push({
+      name,
+      error,
+    });
+  },
+
+  suiteResults: {
+    name: '',
+    results: [],
+    total: 0,
+    passed: 0,
+  },
+
+  allResults: {
+    results: [],
+    toReplString: () =>
+      `${testContext.allResults.results.length} suites completed in ${testContext.runtime} ms.`,
+  },
+
+  runtime: 0,
+};
+
+context.moduleContexts.unittest.state = testContext;
+
+/**
+ * Defines a single test.
+ * @param str Description for this test.
+ * @param func Function containing tests.
+ */
+export function it(msg: string, func: Test) {
+  testContext.it(msg, func);
+}
+
+/**
+ * Describes a test suite.
+ * @param str Description for this test.
+ * @param func Function containing tests.
+ */
+export function describe(msg: string, func: TestSuite) {
+  return testContext.describe(msg, func);
+}
diff --git a/src/bundles/unittest/index.ts b/src/bundles/unittest/index.ts
new file mode 100644
index 0000000000..d7c9d79e79
--- /dev/null
+++ b/src/bundles/unittest/index.ts
@@ -0,0 +1,36 @@
+/**
+ * Collection of unit-testing tools for Source.
+ * @author Jia Xiaodong
+ */
+
+import {
+  assert_equals,
+  assert_not_equals,
+  assert_contains,
+  assert_greater,
+  assert_greater_equals,
+  assert_length,
+} from './asserts';
+import { it, describe } from './functions';
+import { mock_fn } from './mocks';
+/**
+ * Increment a number by a value of 1.
+ * @param x the number to be incremented
+ * @returns the incremented value of the number
+ */
+function sample_function(x: number) {
+  return x + 1;
+}
+
+export default {
+  sample_function,
+  it,
+  describe,
+  assert_equals,
+  assert_not_equals,
+  assert_contains,
+  assert_greater,
+  assert_greater_equals,
+  assert_length,
+  mock_fn,
+};
diff --git a/src/bundles/unittest/mocks.ts b/src/bundles/unittest/mocks.ts
new file mode 100644
index 0000000000..8df5dccbb1
--- /dev/null
+++ b/src/bundles/unittest/mocks.ts
@@ -0,0 +1,31 @@
+import { pair, list, vector_to_list } from 'js-slang/dist/stdlib/list';
+
+/**
+ * Mocks a function `fun`.
+ * @param fun The function to mock.
+ * @returns A pair whose head is the mocked function, and whose tail is another
+ * function that returns a list with details about the mocked function.
+ */
+export function mock_fn(fun: any) {
+  function details(count, retvals, arglist) {
+    return list(
+      'times called',
+      count,
+      'Return values',
+      retvals,
+      'Arguments',
+      arglist
+    );
+  }
+  let count = 0;
+  let retvals: any = null;
+  let arglist: any = null;
+  function fn(...args) {
+    count += 1;
+    const retval = fun.apply(fun, args);
+    retvals = pair(retval, retvals);
+    arglist = pair(vector_to_list(args), arglist);
+    return retval;
+  }
+  return pair(fn, () => details(count, retvals, arglist));
+}
diff --git a/src/bundles/unittest/types.ts b/src/bundles/unittest/types.ts
new file mode 100644
index 0000000000..4fd7859681
--- /dev/null
+++ b/src/bundles/unittest/types.ts
@@ -0,0 +1,30 @@
+export type ErrorLogger = (
+  error: string[] | string,
+  isSlangError?: boolean
+) => void;
+export type Test = () => void;
+export type TestSuite = () => void;
+export type TestContext = {
+  called: boolean;
+  describe: (msg: string, tests: TestSuite) => Results;
+  it: (msg: string, test: Test) => void;
+  // This holds the result of a single suite and is cleared on every run
+  suiteResults: SuiteResult;
+  // This holds the results of the entire suite
+  allResults: Results;
+  runtime: number;
+};
+export type TestResult = {
+  name: string;
+  error: string;
+};
+export type SuiteResult = {
+  name: string;
+  results: TestResult[];
+  total: number;
+  passed: number;
+};
+export type Results = {
+  results: SuiteResult[];
+  toReplString: () => string;
+};
diff --git a/src/bundles/wasm/wabt.ts b/src/bundles/wasm/wabt.ts
index 00c1c0ec2b..de018310e2 100644
--- a/src/bundles/wasm/wabt.ts
+++ b/src/bundles/wasm/wabt.ts
@@ -6,6 +6,7 @@ import { compile } from 'source-academy-wabt';
  * @param program program to compile
  * @returns an array of 8-bit unsigned integers.
  */
+// @ts-expect-error Not sure how to fix this but
 export const wcompile = (program: string) => Array.from(compile(program));
 
 /**
diff --git a/src/common/__tests__/hextocolor.ts b/src/common/__tests__/hextocolor.ts
new file mode 100644
index 0000000000..835095350a
--- /dev/null
+++ b/src/common/__tests__/hextocolor.ts
@@ -0,0 +1,17 @@
+import { hexToColor } from '../utilities';
+
+describe('Test hexToColor', () => {
+  test.each([
+    ['#FFFFFF', [1, 1, 1]],
+    ['ffffff', [1, 1, 1]],
+    ['0088ff', [0, 0.53, 1]],
+    ['#000000', [0, 0, 0]],
+    ['#GGGGGG', [0, 0, 0]],
+    ['888888', [0.53, 0.53, 0.53]]
+  ])('Testing %s', (c, expected) => {
+    const result = hexToColor(c);
+    for (let i = 0; i < expected.length; i++) {
+      expect(result[i]).toBeCloseTo(expected[i]);
+    }
+  });
+});
diff --git a/src/common/utilities.ts b/src/common/utilities.ts
index 15ee21d21a..f25780ffdd 100644
--- a/src/common/utilities.ts
+++ b/src/common/utilities.ts
@@ -2,3 +2,15 @@
 export function degreesToRadians(degrees: number): number {
   return (degrees / 360) * (2 * Math.PI);
 }
+
+export function hexToColor(hex: string): [number, number, number] {
+  const regex = /^#?([\da-f]{2})([\da-f]{2})([\da-f]{2})$/igu;
+  const groups = regex.exec(hex);
+
+  if (groups == undefined) return [0, 0, 0];
+  return [
+    parseInt(groups[1], 16) / 0xff,
+    parseInt(groups[2], 16) / 0xff,
+    parseInt(groups[3], 16) / 0xff
+  ];
+}
diff --git a/src/tabs/ArcadeTwod/index.tsx b/src/tabs/ArcadeTwod/index.tsx
index b2e2e5103d..e1fb56a21b 100644
--- a/src/tabs/ArcadeTwod/index.tsx
+++ b/src/tabs/ArcadeTwod/index.tsx
@@ -2,7 +2,7 @@ import { Button, ButtonGroup } from '@blueprintjs/core';
 import { IconNames } from '@blueprintjs/icons';
 import Phaser from 'phaser';
 import React from 'react';
-import { type DebuggerContext } from '../../typings/type_helpers';
+import type { DebuggerContext } from '../../typings/type_helpers';
 
 /**
  * Game display tab for user-created games made with the Arcade2D module.
diff --git a/src/tabs/CopyGc/index.tsx b/src/tabs/CopyGc/index.tsx
index 0ed587331a..2120cac658 100644
--- a/src/tabs/CopyGc/index.tsx
+++ b/src/tabs/CopyGc/index.tsx
@@ -17,15 +17,15 @@ type State = {
   tags: number[];
   heap: number[];
   commandHeap: any[];
-  command: String;
+  command: string;
   flips: number[];
   toMemoryMatrix: number[][];
   fromMemoryMatrix: number[][];
   firstChild: number;
   lastChild: number;
-  description: String;
-  leftDesc: String;
-  rightDesc: String;
+  description: string;
+  leftDesc: string;
+  rightDesc: string;
   running: boolean;
 };
 
diff --git a/src/tabs/Csg/index.tsx b/src/tabs/Csg/index.tsx
index 00a42cf4f3..fc29ca39f4 100644
--- a/src/tabs/Csg/index.tsx
+++ b/src/tabs/Csg/index.tsx
@@ -3,7 +3,7 @@ import { IconNames } from '@blueprintjs/icons';
 import type { ReactElement } from 'react';
 import { Core } from '../../bundles/csg/core';
 import type { CsgModuleState } from '../../bundles/csg/utilities';
-import { type DebuggerContext } from '../../typings/type_helpers';
+import type { DebuggerContext } from '../../typings/type_helpers';
 import CanvasHolder from './canvas_holder';
 
 /* [Exports] */
diff --git a/src/tabs/Csg/types.ts b/src/tabs/Csg/types.ts
index 1a4b313225..255db07934 100644
--- a/src/tabs/Csg/types.ts
+++ b/src/tabs/Csg/types.ts
@@ -1,5 +1,5 @@
 /* [Imports] */
-import { type IconName } from '@blueprintjs/icons';
+import type { IconName } from '@blueprintjs/icons';
 
 /* [Exports] */
 
diff --git a/src/tabs/Curve/animation_canvas_3d_curve.tsx b/src/tabs/Curve/animation_canvas_3d_curve.tsx
index e993efaf92..62abd2e752 100644
--- a/src/tabs/Curve/animation_canvas_3d_curve.tsx
+++ b/src/tabs/Curve/animation_canvas_3d_curve.tsx
@@ -1,7 +1,7 @@
 import { Icon, Slider, Tooltip } from '@blueprintjs/core';
 import { IconNames } from '@blueprintjs/icons';
 import React from 'react';
-import { type AnimatedCurve } from '../../bundles/curve/types';
+import type { AnimatedCurve } from '../../bundles/curve/types';
 import AutoLoopSwitch from '../common/AutoLoopSwitch';
 import ButtonComponent from '../common/ButtonComponent';
 import PlayButton from '../common/PlayButton';
diff --git a/src/tabs/MarkSweep/index.tsx b/src/tabs/MarkSweep/index.tsx
index 4e42171461..2c9f38be5c 100644
--- a/src/tabs/MarkSweep/index.tsx
+++ b/src/tabs/MarkSweep/index.tsx
@@ -14,14 +14,14 @@ type State = {
   tags: number[];
   heap: number[];
   commandHeap: any[];
-  command: String;
+  command: string;
   flips: number[];
   memoryMatrix: number[][];
   firstChild: number;
   lastChild: number;
-  description: String;
-  leftDesc: String;
-  rightDesc: String;
+  description: string;
+  leftDesc: string;
+  rightDesc: string;
   unmarked: number;
   marked: number;
   queue: number[];
diff --git a/src/tabs/Nbody/index.tsx b/src/tabs/Nbody/index.tsx
index acbe9a2666..3487c47186 100644
--- a/src/tabs/Nbody/index.tsx
+++ b/src/tabs/Nbody/index.tsx
@@ -20,8 +20,7 @@ type Props = {
 /**
  * React component state for the viz tab.
  */
-type State = {
-};
+type State = {};
 
 /**
  * React component props for the control buttons.
diff --git a/src/tabs/Pixnflix/index.tsx b/src/tabs/Pixnflix/index.tsx
index 9ca9385091..a4a684beeb 100644
--- a/src/tabs/Pixnflix/index.tsx
+++ b/src/tabs/Pixnflix/index.tsx
@@ -1,6 +1,5 @@
 import { Button, ButtonGroup, Divider, NumericInput } from '@blueprintjs/core';
 import { IconNames } from '@blueprintjs/icons';
-// eslint-disable-next-line @typescript-eslint/no-shadow
 import React, { type ChangeEvent, type DragEvent } from 'react';
 import {
   DEFAULT_FPS,
diff --git a/src/tabs/Plotly/index.tsx b/src/tabs/Plotly/index.tsx
index 1aaeb0c49c..cee76d99e1 100644
--- a/src/tabs/Plotly/index.tsx
+++ b/src/tabs/Plotly/index.tsx
@@ -1,6 +1,6 @@
 import React from 'react';
-import { type DrawnPlot } from '../../bundles/plotly/plotly';
-import { type DebuggerContext } from '../../typings/type_helpers';
+import type { DrawnPlot } from '../../bundles/plotly/plotly';
+import type { DebuggerContext } from '../../typings/type_helpers';
 import Modal from '../common/ModalDiv';
 
 type Props = {
diff --git a/src/tabs/RobotSimulation/components/Main.tsx b/src/tabs/RobotSimulation/components/Main.tsx
index eec8276a94..b189817135 100644
--- a/src/tabs/RobotSimulation/components/Main.tsx
+++ b/src/tabs/RobotSimulation/components/Main.tsx
@@ -1,5 +1,5 @@
 import React, { useState } from 'react';
-import { type DebuggerContext } from '../../../typings/type_helpers';
+import type { DebuggerContext } from '../../../typings/type_helpers';
 import { Modal } from './Modal';
 import { SimulationCanvas } from './Simulation';
 import { TabUi } from './TabUi';
diff --git a/src/tabs/RobotSimulation/components/Simulation/index.tsx b/src/tabs/RobotSimulation/components/Simulation/index.tsx
index aa599b9536..98314a5698 100644
--- a/src/tabs/RobotSimulation/components/Simulation/index.tsx
+++ b/src/tabs/RobotSimulation/components/Simulation/index.tsx
@@ -1,9 +1,9 @@
 import { Tab, Tabs } from '@blueprintjs/core';
 import { useRef, type CSSProperties, useEffect, useState } from 'react';
 
-import { type DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
-import { type World } from '../../../../bundles/robot_simulation/engine';
-import { type WorldState } from '../../../../bundles/robot_simulation/engine/World';
+import type { DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
+import type { World } from '../../../../bundles/robot_simulation/engine';
+import type { WorldState } from '../../../../bundles/robot_simulation/engine/World';
 import type { DebuggerContext } from '../../../../typings/type_helpers';
 
 import { ColorSensorPanel } from '../TabPanels/ColorSensorPanel';
diff --git a/src/tabs/RobotSimulation/components/TabPanels/ColorSensorPanel.tsx b/src/tabs/RobotSimulation/components/TabPanels/ColorSensorPanel.tsx
index 380aa5d0ff..916e86b31a 100644
--- a/src/tabs/RobotSimulation/components/TabPanels/ColorSensorPanel.tsx
+++ b/src/tabs/RobotSimulation/components/TabPanels/ColorSensorPanel.tsx
@@ -1,5 +1,5 @@
 import React, { useEffect, useRef } from 'react';
-import { type DefaultEv3 } from '../../../../bundles/robot_simulation/controllers/ev3/ev3/default/ev3';
+import type { DefaultEv3 } from '../../../../bundles/robot_simulation/controllers/ev3/ev3/default/ev3';
 import { useFetchFromSimulation } from '../../hooks/fetchFromSimulation';
 import { LastUpdated } from './tabComponents/LastUpdated';
 import { TabWrapper } from './tabComponents/Wrapper';
diff --git a/src/tabs/RobotSimulation/components/TabPanels/ConsolePanel.tsx b/src/tabs/RobotSimulation/components/TabPanels/ConsolePanel.tsx
index 856cf34a6b..390c9985af 100644
--- a/src/tabs/RobotSimulation/components/TabPanels/ConsolePanel.tsx
+++ b/src/tabs/RobotSimulation/components/TabPanels/ConsolePanel.tsx
@@ -1,7 +1,4 @@
-import {
-  type LogEntry,
-  type RobotConsole,
-} from '../../../../bundles/robot_simulation/engine/Core/RobotConsole';
+import type { LogEntry, RobotConsole } from '../../../../bundles/robot_simulation/engine/Core/RobotConsole';
 import { useFetchFromSimulation } from '../../hooks/fetchFromSimulation';
 import { LastUpdated, getTimeString } from './tabComponents/LastUpdated';
 import { TabWrapper } from './tabComponents/Wrapper';
diff --git a/src/tabs/RobotSimulation/components/TabPanels/MotorPidPanel.tsx b/src/tabs/RobotSimulation/components/TabPanels/MotorPidPanel.tsx
index d51bb8059b..6ca4ab89e7 100644
--- a/src/tabs/RobotSimulation/components/TabPanels/MotorPidPanel.tsx
+++ b/src/tabs/RobotSimulation/components/TabPanels/MotorPidPanel.tsx
@@ -1,6 +1,6 @@
 import { NumericInput } from '@blueprintjs/core';
-import { type CSSProperties } from 'react';
-import { type DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
+import type { CSSProperties } from 'react';
+import type { DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
 import { TabWrapper } from './tabComponents/Wrapper';
 
 const RowStyle: CSSProperties = {
diff --git a/src/tabs/RobotSimulation/components/TabPanels/UltrasonicSensorPanel.tsx b/src/tabs/RobotSimulation/components/TabPanels/UltrasonicSensorPanel.tsx
index 04a7a558b5..cb3ee3d668 100644
--- a/src/tabs/RobotSimulation/components/TabPanels/UltrasonicSensorPanel.tsx
+++ b/src/tabs/RobotSimulation/components/TabPanels/UltrasonicSensorPanel.tsx
@@ -1,5 +1,5 @@
 import React from 'react';
-import { type DefaultEv3 } from '../../../../bundles/robot_simulation/controllers/ev3/ev3/default/ev3';
+import type { DefaultEv3 } from '../../../../bundles/robot_simulation/controllers/ev3/ev3/default/ev3';
 import { useFetchFromSimulation } from '../../hooks/fetchFromSimulation';
 import { LastUpdated } from './tabComponents/LastUpdated';
 import { TabWrapper } from './tabComponents/Wrapper';
diff --git a/src/tabs/RobotSimulation/components/TabPanels/WheelPidPanel.tsx b/src/tabs/RobotSimulation/components/TabPanels/WheelPidPanel.tsx
index d800f3ec6b..b929f43dd0 100644
--- a/src/tabs/RobotSimulation/components/TabPanels/WheelPidPanel.tsx
+++ b/src/tabs/RobotSimulation/components/TabPanels/WheelPidPanel.tsx
@@ -1,6 +1,6 @@
 import { NumericInput } from '@blueprintjs/core';
-import { type CSSProperties } from 'react';
-import { type DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
+import type { CSSProperties } from 'react';
+import type { DefaultEv3 } from '../../../../bundles/robot_simulation/controllers';
 import { TabWrapper } from './tabComponents/Wrapper';
 
 const RowStyle: CSSProperties = {
diff --git a/src/tabs/RobotSimulation/index.tsx b/src/tabs/RobotSimulation/index.tsx
index 96fd388df1..366fc79dbd 100644
--- a/src/tabs/RobotSimulation/index.tsx
+++ b/src/tabs/RobotSimulation/index.tsx
@@ -1,4 +1,4 @@
-import { type DebuggerContext } from '../../typings/type_helpers';
+import type { DebuggerContext } from '../../typings/type_helpers';
 import { Main } from './components/Main';
 
 /**
diff --git a/src/tabs/Unittest/index.tsx b/src/tabs/Unittest/index.tsx
new file mode 100644
index 0000000000..2f2e36dad3
--- /dev/null
+++ b/src/tabs/Unittest/index.tsx
@@ -0,0 +1,128 @@
+import React from 'react';
+import type { SuiteResult, TestContext } from '../../bundles/unittest/types';
+import { getModuleState, type DebuggerContext } from '../../typings/type_helpers';
+
+/**
+ * Tab for unit tests.
+ * @author Jia Xiaodong
+ */
+
+type Props = {
+  context: TestContext;
+};
+
+/**
+ * Converts the results of a test suite run into a table format in its own div.
+ */
+function suiteResultToDiv(suiteResult: SuiteResult) {
+  const { name, results, total, passed } = suiteResult;
+  if (results.length === 0) {
+    return <div>
+      Your test suite did not contain any tests!
+    </div>;
+  }
+
+  const colfixed = {
+    border: '1px solid gray',
+    overflow: 'hidden',
+    width: 200,
+  };
+  const colauto = {
+    border: '1px solid gray',
+    overflow: 'hidden',
+    width: 'auto',
+  };
+
+  const rows = results.map(({ name: testname, error }, index) => (
+    <tr key={index}>
+      <td style={colfixed}>{testname}</td>
+      <td style={colauto}>{error || 'Passed.'}</td>
+    </tr>
+  ));
+
+  const tablestyle = {
+    'table-layout': 'fixed',
+    width: '100%',
+  };
+  const table = (
+    <table style={tablestyle}>
+      <thead>
+        <tr>
+          <th style={colfixed}>Test case</th>
+          <th style={colauto}>Messages</th>
+        </tr>
+      </thead>
+      <tbody>{rows}</tbody>
+    </table>
+  );
+
+  const suitestyle = {
+    border: '1px solid white',
+    padding: 5,
+    margin: 5,
+  };
+  return (
+    <div style={suitestyle} key={name}>
+      <p>
+        <strong>{name}</strong>
+      </p>
+      <p>
+        Passed testcases: {passed}/{total}
+      </p>
+      {table}
+    </div>
+  );
+}
+
+class TestSuitesTab extends React.PureComponent<Props> {
+  public render() {
+    const { context: { suiteResults, called } } = this.props;
+
+    if (!called) {
+      return <div>
+        Call <code>describe</code> at least once to be able to view the results of your tests
+      </div>;
+    }
+
+    const block = suiteResultToDiv(suiteResults);
+
+    return (
+      <div>
+        <p>The following is a report of your tests.</p>
+        {block}
+      </div>
+    );
+  }
+}
+
+export default {
+  /**
+   * This function will be called to determine if the component will be
+   * rendered.
+   * @param {DebuggerContext} context
+   * @returns {boolean}
+   */
+  toSpawn: (_context: DebuggerContext): boolean => true,
+
+  /**
+   * This function will be called to render the module tab in the side contents
+   * on Source Academy frontend.
+   * @param {DebuggerContext} context
+   */
+  body: (context: DebuggerContext) => {
+    const moduleContext = getModuleState<TestContext>(context, 'unittest');
+    return <TestSuitesTab context={moduleContext} />;
+  },
+
+  /**
+   * The Tab's icon tooltip in the side contents on Source Academy frontend.
+   */
+  label: 'Test suites',
+
+  /**
+   * BlueprintJS IconName element's name, used to render the icon which will be
+   * displayed in the side contents panel.
+   * @see https://blueprintjs.com/docs/#icons
+   */
+  iconName: 'lab-test',
+};
diff --git a/src/tabs/UnityAcademy/index.tsx b/src/tabs/UnityAcademy/index.tsx
index 6a79a3ea57..865e50f8fa 100644
--- a/src/tabs/UnityAcademy/index.tsx
+++ b/src/tabs/UnityAcademy/index.tsx
@@ -9,7 +9,7 @@ import { IconNames } from '@blueprintjs/icons';
 import React from 'react';
 import { getInstance } from '../../bundles/unity_academy/UnityAcademy';
 import { UNITY_ACADEMY_BACKEND_URL } from '../../bundles/unity_academy/config';
-import { type DebuggerContext } from '../../typings/type_helpers';
+import type { DebuggerContext } from '../../typings/type_helpers';
 
 type Props = {};
 
diff --git a/src/tabs/common/MultItemDisplay.tsx b/src/tabs/common/MultItemDisplay.tsx
index cb114d5c5e..c474a150d2 100644
--- a/src/tabs/common/MultItemDisplay.tsx
+++ b/src/tabs/common/MultItemDisplay.tsx
@@ -81,7 +81,7 @@ const MultiItemDisplay = ({ elements }: MultiItemDisplayProps) => {
                 }}
                 onConfirm={(value) => {
                   if (value) {
-                    const newStep = Number.parseFloat(value);
+                    const newStep = parseInt(value);
                     const clampedStep = clamp(newStep, 1, elements.length);
                     setCurrentStep(clampedStep - 1);
                     setStepEditorFocused(false);
diff --git a/src/tabs/physics_2d/DebugDrawCanvas.tsx b/src/tabs/physics_2d/DebugDrawCanvas.tsx
index e70ab25667..1bcff79845 100644
--- a/src/tabs/physics_2d/DebugDrawCanvas.tsx
+++ b/src/tabs/physics_2d/DebugDrawCanvas.tsx
@@ -1,14 +1,10 @@
-/* eslint-disable new-cap */
-// We have to disable linting rules since Box2D functions do not
-// follow the same guidelines as the rest of the codebase.
-
 import { Button, Icon, Slider, Tooltip } from '@blueprintjs/core';
 import { IconNames } from '@blueprintjs/icons';
 import { DrawShapes, type b2World } from '@box2d/core';
 import { DebugDraw } from '@box2d/debug-draw';
 import React from 'react';
 
-import { type PhysicsWorld } from '../../bundles/physics_2d/PhysicsWorld';
+import type { PhysicsWorld } from '../../bundles/physics_2d/PhysicsWorld';
 import WebGLCanvas from '../common/WebglCanvas';
 
 type DebugDrawCanvasProps = {
diff --git a/src/tsconfig.json b/src/tsconfig.json
index dda92656e8..bf2a08f2e6 100644
--- a/src/tsconfig.json
+++ b/src/tsconfig.json
@@ -26,6 +26,7 @@
     "skipLibCheck": true,
     /* The strict flag enables a wide range of type checking behavior that results in stronger guarantees of program correctness. */
     "strict": true,
+    "forceConsistentCasingInFileNames": true,
     /* The target setting changes which JS features are downleveled and which are left intact. */
     "target": "es6",
     /* In some cases where no type annotations are present, TypeScript will fall back to a type of any for a variable when it cannot infer the type. */
@@ -34,7 +35,9 @@
     "verbatimModuleSyntax": true,
     "paths": {
       "js-slang/context": ["./typings/js-slang/context.d.ts"]
-    }
+    },
+    "experimentalDecorators": true,
+    "emitDecoratorMetadata": true
   },
   /* Specifies an array of filenames or patterns to include in the program. These filenames are resolved relative to the directory containing the tsconfig.json file. */
   "include": ["."],
diff --git a/src/typings/type_map/index.ts b/src/typings/type_map/index.ts
new file mode 100644
index 0000000000..014138baa9
--- /dev/null
+++ b/src/typings/type_map/index.ts
@@ -0,0 +1,69 @@
+export const type_map : Record<string, string> = {};
+
+const registerType = (name: string, declaration: string) => {
+  if (name == 'prelude') {
+    type_map['prelude'] = type_map['prelude'] != undefined ? type_map['prelude'] + '\n' + declaration : declaration;
+  } else {
+    type_map[name] = declaration;
+  }
+};
+
+export const classDeclaration = (name: string) => {
+  return (_target: any) => {
+    registerType('prelude', `class ${name} {}`);
+  };
+};
+
+export const typeDeclaration = (type: string, declaration = null) => {
+  return (_target: any) => {
+    const typeAlias = `type ${_target.name} = ${type}`;
+    let variableDeclaration = `const ${_target.name} = ${declaration === null ? type : declaration}`;
+
+    switch (type) {
+      case 'number':
+        variableDeclaration = `const ${_target.name} = 0`;
+        break;
+      case 'string':
+        variableDeclaration = `const ${_target.name} = ''`;
+        break;
+      case 'boolean':
+        variableDeclaration = `const ${_target.name} = false`;
+        break;
+      case 'void':
+        variableDeclaration = '';
+        break;
+    }
+
+    registerType('prelude', `${typeAlias};\n${variableDeclaration};`);
+  };
+};
+
+export const functionDeclaration = (paramTypes: string, returnType: string) => {
+  return (_target: any, propertyKey: string, _descriptor: PropertyDescriptor) => {
+    let returnValue = '';
+    switch (returnType) {
+      case 'number':
+        returnValue = 'return 0';
+        break;
+      case 'string':
+        returnValue = "return ''";
+        break;
+      case 'boolean':
+        returnValue = 'return false';
+        break;
+      case 'void':
+        returnValue = '';
+        break;
+      default:
+        returnValue = `return ${returnType}`;
+        break;
+    }
+    registerType(propertyKey, `function ${propertyKey} (${paramTypes}) : ${returnType} { ${returnValue} }`);
+  };
+};
+
+export const variableDeclaration = (type: string) => {
+  return (_target: any, propertyKey: string) => {
+    registerType(propertyKey, `const ${propertyKey}: ${type} = ${type}`);
+  };
+};
diff --git a/vite.config.ts b/vite.config.ts
index dcb950397c..7a524c1f2a 100644
--- a/vite.config.ts
+++ b/vite.config.ts
@@ -1,18 +1,29 @@
 import pathlib from 'path';
 import react from '@vitejs/plugin-react';
-import { defineConfig } from 'vite';
+import { defineConfig, loadEnv } from 'vite';
 
-export default defineConfig({
-  plugins: [react()],
-  root: 'devserver',
-  resolve: {
-    preserveSymlinks: true,
-    alias: [{
-      find: /^js-slang\/context/,
-      replacement: pathlib.resolve('./devserver/src/mockModuleContext')
-    }]
-  },
-  define: {
-    'process.env.NODE_ENV': 'development',
-  },
+export default defineConfig(({ mode }) => {
+  const env = loadEnv(mode, process.cwd());
+  return {
+    plugins: [react()],
+    root: 'devserver',
+    resolve: {
+      preserveSymlinks: true,
+      alias:[{
+        find: /^js-slang\/context/,
+        replacement: pathlib.resolve('./devserver/src/mockModuleContext')
+      }]
+    },
+    define: {
+      'process.env': env
+    },
+    optimizeDeps: {
+      esbuildOptions: {
+        // Node.js global to browser globalThis
+        define: {
+          global: 'globalThis'
+        },
+      }
+    },
+  };
 });
diff --git a/yarn.lock b/yarn.lock
index 26241cc38c..c35dd0f3c3 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1,7123 +1,10977 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@aashutoshrathi/word-wrap@^1.2.3":
-  version "1.2.6"
-  resolved "https://registry.yarnpkg.com/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz#bd9154aec9983f77b3a034ecaa015c2e4201f6cf"
-  integrity sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==
-
-"@ampproject/remapping@^2.2.0":
-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/@ampproject/remapping/-/remapping-2.2.1.tgz#99e8e11851128b8702cd57c33684f1d0f260b630"
-  integrity sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==
-  dependencies:
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-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/html-encoding-sniffer/-/html-encoding-sniffer-3.0.0.tgz#2cb1a8cf0db52414776e5b2a7a04d5dd98158de9"
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-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/html-escaper/-/html-escaper-2.0.2.tgz#dfd60027da36a36dfcbe236262c00a5822681453"
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-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/http-cache-semantics/-/http-cache-semantics-4.1.1.tgz#abe02fcb2985460bf0323be664436ec3476a6d5a"
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-  version "5.0.0"
-  resolved "https://registry.yarnpkg.com/http-proxy-agent/-/http-proxy-agent-5.0.0.tgz#5129800203520d434f142bc78ff3c170800f2b43"
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-  dependencies:
-    "@tootallnate/once" "2"
-    agent-base "6"
-    debug "4"
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-  version "1.18.1"
-  resolved "https://registry.yarnpkg.com/http-proxy/-/http-proxy-1.18.1.tgz#401541f0534884bbf95260334e72f88ee3976549"
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-    follow-redirects "^1.0.0"
-    requires-port "^1.0.0"
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-  version "0.12.3"
-  resolved "https://registry.yarnpkg.com/http-server/-/http-server-0.12.3.tgz#ba0471d0ecc425886616cb35c4faf279140a0d37"
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-    colors "^1.4.0"
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-    ecstatic "^3.3.2"
-    http-proxy "^1.18.0"
-    minimist "^1.2.5"
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-    portfinder "^1.0.25"
-    secure-compare "3.0.1"
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-https-proxy-agent@^5.0.0, https-proxy-agent@^5.0.1:
-  version "5.0.1"
-  resolved "https://registry.yarnpkg.com/https-proxy-agent/-/https-proxy-agent-5.0.1.tgz#c59ef224a04fe8b754f3db0063a25ea30d0005d6"
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-  dependencies:
-    agent-base "6"
-    debug "4"
-
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-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/human-signals/-/human-signals-1.1.1.tgz#c5b1cd14f50aeae09ab6c59fe63ba3395fe4dfa3"
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-
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-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/human-signals/-/human-signals-2.1.0.tgz#dc91fcba42e4d06e4abaed33b3e7a3c02f514ea0"
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-
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-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/humanize-ms/-/humanize-ms-1.2.1.tgz#c46e3159a293f6b896da29316d8b6fe8bb79bbed"
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-  dependencies:
-    ms "^2.0.0"
-
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-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/husky/-/husky-5.2.0.tgz#fc5e1c2300d34855d47de4753607d00943fc0802"
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-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/hyphenate-style-name/-/hyphenate-style-name-1.0.4.tgz#691879af8e220aea5750e8827db4ef62a54e361d"
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-  version "0.6.3"
-  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.6.3.tgz#a52f80bf38da1952eb5c681790719871a1a72501"
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-    safer-buffer ">= 2.1.2 < 3.0.0"
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-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/ieee754/-/ieee754-1.2.1.tgz#8eb7a10a63fff25d15a57b001586d177d1b0d352"
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-
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-  version "5.3.1"
-  resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.1.tgz#5073e554cd42c5b33b394375f538b8593e34d4ef"
-  integrity sha512-5Fytz/IraMjqpwfd34ke28PTVMjZjJG2MPn5t7OE4eUCUNf8BAa7b5WUS9/Qvr6mwOQS7Mk6vdsMno5he+T8Xw==
-
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-  version "4.3.4"
-  resolved "https://registry.yarnpkg.com/immutable/-/immutable-4.3.4.tgz#2e07b33837b4bb7662f288c244d1ced1ef65a78f"
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-
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-  version "3.3.0"
-  resolved "https://registry.yarnpkg.com/import-fresh/-/import-fresh-3.3.0.tgz#37162c25fcb9ebaa2e6e53d5b4d88ce17d9e0c2b"
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-    parent-module "^1.0.0"
-    resolve-from "^4.0.0"
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-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/import-local/-/import-local-3.1.0.tgz#b4479df8a5fd44f6cdce24070675676063c95cb4"
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-    resolve-cwd "^3.0.0"
-
-imurmurhash@^0.1.4:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/imurmurhash/-/imurmurhash-0.1.4.tgz#9218b9b2b928a238b13dc4fb6b6d576f231453ea"
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-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/indent-string/-/indent-string-4.0.0.tgz#624f8f4497d619b2d9768531d58f4122854d7251"
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-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/infer-owner/-/infer-owner-1.0.4.tgz#c4cefcaa8e51051c2a40ba2ce8a3d27295af9467"
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-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/inflight/-/inflight-1.0.6.tgz#49bd6331d7d02d0c09bc910a1075ba8165b56df9"
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-  dependencies:
-    once "^1.3.0"
-    wrappy "1"
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-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
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-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.3.tgz#633c2c83e3da42a502f52466022480f4208261de"
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-  version "1.3.8"
-  resolved "https://registry.yarnpkg.com/ini/-/ini-1.3.8.tgz#a29da425b48806f34767a4efce397269af28432c"
-  integrity sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew==
-
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-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/internal-slot/-/internal-slot-1.0.7.tgz#c06dcca3ed874249881007b0a5523b172a190802"
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-  dependencies:
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-    hasown "^2.0.0"
-    side-channel "^1.0.4"
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-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/ip/-/ip-2.0.1.tgz#e8f3595d33a3ea66490204234b77636965307105"
-  integrity sha512-lJUL9imLTNi1ZfXT+DU6rBBdbiKGBuay9B6xGSPVjUeQwaH1RIGqef8RZkUtHioLmSNpPR5M4HVKJGm1j8FWVQ==
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-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/is-arguments/-/is-arguments-1.1.1.tgz#15b3f88fda01f2a97fec84ca761a560f123efa9b"
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-    call-bind "^1.0.2"
-    has-tostringtag "^1.0.0"
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-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/is-array-buffer/-/is-array-buffer-3.0.4.tgz#7a1f92b3d61edd2bc65d24f130530ea93d7fae98"
-  integrity sha512-wcjaerHw0ydZwfhiKbXJWLDY8A7yV7KhjQOpb83hGgGfId/aQa4TOvwyzn2PuswW2gPCYEL/nEAiSVpdOj1lXw==
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-    get-intrinsic "^1.2.1"
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-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
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-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/is-base64/-/is-base64-0.1.0.tgz#a6f20610c6ef4863a51cba32bc0222544b932622"
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-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.0.4.tgz#08147a1875bc2b32005d41ccd8291dffc6691df3"
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-  dependencies:
-    has-bigints "^1.0.1"
-
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-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/is-binary-path/-/is-binary-path-2.1.0.tgz#ea1f7f3b80f064236e83470f86c09c254fb45b09"
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-    binary-extensions "^2.0.0"
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-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-blob/-/is-blob-1.0.0.tgz#a3d7d96fe1c3ff065ec7ce27c2c21e6ba92c1832"
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-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/is-blob/-/is-blob-2.1.0.tgz#e36cd82c90653f1e1b930f11baf9c64216a05385"
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-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/is-boolean-object/-/is-boolean-object-1.1.2.tgz#5c6dc200246dd9321ae4b885a114bb1f75f63719"
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-  version "2.0.5"
-  resolved "https://registry.yarnpkg.com/is-buffer/-/is-buffer-2.0.5.tgz#ebc252e400d22ff8d77fa09888821a24a658c191"
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-  version "1.2.7"
-  resolved "https://registry.yarnpkg.com/is-callable/-/is-callable-1.2.7.tgz#3bc2a85ea742d9e36205dcacdd72ca1fdc51b055"
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-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/is-ci/-/is-ci-2.0.0.tgz#6bc6334181810e04b5c22b3d589fdca55026404c"
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-  version "2.13.1"
-  resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.13.1.tgz#ad0d7532c6fea9da1ebdc82742d74525c6273384"
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-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-data-view/-/is-data-view-1.0.1.tgz#4b4d3a511b70f3dc26d42c03ca9ca515d847759f"
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-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.0.5.tgz#0841d5536e724c25597bf6ea62e1bd38298df31f"
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-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/is-docker/-/is-docker-2.2.1.tgz#33eeabe23cfe86f14bde4408a02c0cfb853acdaa"
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-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/is-extglob/-/is-extglob-2.1.1.tgz#a88c02535791f02ed37c76a1b9ea9773c833f8c2"
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From a6a1f13917e86bd8511410b4caa65e59cb88d153 Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Tue, 15 Apr 2025 19:38:35 +0800
Subject: [PATCH 21/22] added 44100 points limit to plotly sound drawing
 functions

---
 src/bundles/plotly/functions.ts | 27 ++++++++++++++++++++++++---
 1 file changed, 24 insertions(+), 3 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index c72794ebdc..b5e7af52ca 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -407,6 +407,7 @@ export const draw_points_3d = createPlotFunction(
  */
 export const draw_sound_2d = (sound: Sound) => {
   const FS: number = 44100; // Output sample rate
+  const POINT_LIMIT: number = 44100; // Maximum number of points to be plotted
   if (!is_sound(sound)) {
     throw new Error(
       `draw_sound_2d is expecting sound, but encountered ${sound}`
@@ -430,10 +431,19 @@ export const draw_sound_2d = (sound: Sound) => {
 
     const x_s: number[] = [];
     const y_s: number[] = [];
-
-    for (let i = 0; i < channel.length; i += 1) {
+    const insert_point = (i: number) => {
       x_s.push(time_stamps[i]);
       y_s.push(channel[i]);
+    };
+
+    if (channel.length <= POINT_LIMIT) {
+      for (let i = 0; i < channel.length; i += 1) {
+        insert_point(i);
+      }
+    } else {
+      for (let i = 0; i < POINT_LIMIT; i += 1) {
+        insert_point(Math.round(channel.length / POINT_LIMIT * i));
+      }
     }
 
     const plotlyData: Data = {
@@ -474,13 +484,14 @@ export const draw_sound_2d = (sound: Sound) => {
  */
 export const draw_sound_frequency_2d = (frequencies: FrequencyList) => {
   const FS: number = 44100; // Output sample rate
+  const POINT_LIMIT: number = 44100; // Maximum number of points to be plotted
 
   const x_s: number[] = [];
   const y_s: number[] = [];
   const frequencies_arr: AugmentedSample[] = list_to_vector(frequencies);
   const len: number = frequencies_arr.length;
 
-  for (let i = 0; i < len; i += 1) {
+  const insert_point = (i: number) => {
     const bin_freq: number = i * FS / len;
     const sample: AugmentedSample = frequencies_arr[i];
     const magnitude: number = get_magnitude(sample);
@@ -489,6 +500,16 @@ export const draw_sound_frequency_2d = (frequencies: FrequencyList) => {
     y_s.push(magnitude);
   }
 
+  if (len <= POINT_LIMIT) {
+    for (let i = 0; i < len; i += 1) {
+      insert_point(i);
+    }
+  } else {
+    for (let i = 0; i < POINT_LIMIT; i += 1) {
+      insert_point(Math.round(len / POINT_LIMIT * i));
+    }
+  }
+
   const plotlyData: Data = {
     x: x_s,
     y: y_s

From d5c35942322241216361961121a57de9a0c61a3a Mon Sep 17 00:00:00 2001
From: press-sutart <stuartlim2003@gmail.com>
Date: Wed, 16 Apr 2025 01:09:05 +0800
Subject: [PATCH 22/22] added documentation to sound_fft and fixed some in
 plotly

---
 src/bundles/plotly/functions.ts    |  17 +--
 src/bundles/sound_fft/functions.ts | 160 ++++++++++++++++++++++++++++-
 src/bundles/sound_fft/index.ts     |  18 +++-
 3 files changed, 181 insertions(+), 14 deletions(-)

diff --git a/src/bundles/plotly/functions.ts b/src/bundles/plotly/functions.ts
index b5e7af52ca..3cf841ea42 100644
--- a/src/bundles/plotly/functions.ts
+++ b/src/bundles/plotly/functions.ts
@@ -360,10 +360,10 @@ export const draw_connected_3d = createPlotFunction(
 
 /**
  * Returns a function that turns a given Curve into a Drawing, by sampling the
- * Curve at num sample points. The Drawing consists of isolated points, and does not connect them.
- * When a program evaluates to a Drawing, the Source system displays it graphically, in a window,
+ * Curve at `num` sample points. The Drawing consists of isolated points, and does not connect them.
+ * When a program evaluates to a Drawing, the Source system displays it graphically, in a window.
  *
- * * @param num determines the number of points, lower than 65535, to be sampled.
+ * @param num determines the number of points, lower than 65535, to be sampled.
  * Including 0 and 1, there are `num + 1` evenly spaced sample points
  * @return function of type 2D Curve → Drawing
  * @example
@@ -385,10 +385,10 @@ export const draw_points_2d = createPlotFunction(
 
 /**
  * Returns a function that turns a given 3D Curve into a Drawing, by sampling the
- * 3D Curve at num sample points. The Drawing consists of isolated points, and does not connect them.
- * When a program evaluates to a Drawing, the Source system displays it graphically, in a window,
+ * 3D Curve at `num` sample points. The Drawing consists of isolated points, and does not connect them.
+ * When a program evaluates to a Drawing, the Source system displays it graphically, in a window.
  *
- * * @param num determines the number of points, lower than 65535, to be sampled.
+ * @param num determines the number of points, lower than 65535, to be sampled.
  * Including 0 and 1, there are `num + 1` evenly spaced sample points
  * @return function of type 3D Curve → Drawing
  * @example
@@ -402,7 +402,7 @@ export const draw_points_3d = createPlotFunction(
 );
 
 /**
- * Visualizes the sound on a 2d line graph
+ * Visualizes the given sound on a 2D line graph (amplitude vs time).
  * @param sound the sound which is to be visualized on plotly
  */
 export const draw_sound_2d = (sound: Sound) => {
@@ -479,7 +479,8 @@ export const draw_sound_2d = (sound: Sound) => {
 };
 
 /**
- * Visualizes frequency-domain samples of a sound on a 2d line graph
+ * Visualizes the frequency-domain samples of the given sound on a 2D line graph
+ * (magnitude vs frequency).
  * @param frequencies the frequency-domain samples of a sound to be visualized on plotly
  */
 export const draw_sound_frequency_2d = (frequencies: FrequencyList) => {
diff --git a/src/bundles/sound_fft/functions.ts b/src/bundles/sound_fft/functions.ts
index 137b969235..613b4e068f 100644
--- a/src/bundles/sound_fft/functions.ts
+++ b/src/bundles/sound_fft/functions.ts
@@ -30,7 +30,7 @@ const FS: number = 44100;
 
 // CONVERSION
 
-export function time_to_frequency(time_samples: TimeSamples): FrequencySamples {
+function time_to_frequency(time_samples: TimeSamples): FrequencySamples {
   const n = time_samples.length;
   const fft = new FFT(n);
 
@@ -52,7 +52,7 @@ export function time_to_frequency(time_samples: TimeSamples): FrequencySamples {
   return frequencyDomain;
 }
 
-export function frequency_to_time(frequency_samples: FrequencySamples): TimeSamples {
+function frequency_to_time(frequency_samples: FrequencySamples): TimeSamples {
   const n = frequency_samples.length;
   const fft = new FFT(n);
 
@@ -85,7 +85,7 @@ function next_power_of_2(x: number): number {
 }
 
 // Pad to power-of-2
-export function sound_to_time_samples(sound: Sound): TimeSamples {
+function sound_to_time_samples(sound: Sound): TimeSamples {
   const baseSize = Math.ceil(FS * get_duration(sound));
   const sampleSize = next_power_of_2(baseSize);
   const wave = get_wave(sound);
@@ -98,7 +98,7 @@ export function sound_to_time_samples(sound: Sound): TimeSamples {
   return sample;
 }
 
-export function time_samples_to_sound(time_samples: TimeSamples): Sound {
+function time_samples_to_sound(time_samples: TimeSamples): Sound {
   const duration = time_samples.length / FS;
   return make_sound((t) => {
     const index = t * FS;
@@ -130,6 +130,19 @@ function list_to_frequency(frequency_list: FrequencyList): FrequencySamples {
   return frequency_samples;
 }
 
+/**
+ * Returns the frequency-domain representation of the given Sound.
+ *
+ * The length of the returned list is the smallest power of 2 that is larger
+ * than or equal to the duration of the sound multiplied by the sampling
+ * rate (44,100).
+ *
+ * Converting a Sound to its frequency-domain representation and back
+ * may produce a Sound with a longer duration.
+ * @param sound given Sound
+ * @returns the frequency-domain representation of the given Sound
+ * @example const f = sound_to_frequency(sine_sound(440, 1));
+ */
 export function sound_to_frequency(sound: Sound): FrequencyList {
   const time_samples: TimeSamples = sound_to_time_samples(sound);
   const frequency_samples: FrequencySamples = time_to_frequency(time_samples);
@@ -137,6 +150,23 @@ export function sound_to_frequency(sound: Sound): FrequencyList {
   return frequency_list;
 }
 
+/**
+ * Returns the Sound with the given frequency-domain representation.
+ *
+ * The duration of the returned Sound in seconds is the length of the
+ * frequency-domain representation (which is a power of 2), divided by the
+ * sampling rate (44,100).
+ *
+ * Converting a Sound to its frequency-domain representation and back
+ * may produce a Sound with a longer duration.
+ * @param frequency_list given frequency-domain representation
+ * @returns the Sound with the given frequency-domain representation
+ * @example
+ * ```typescript
+ * const f = sound_to_frequency(sine_sound(440, 1));
+ * const s = frequency_to_sound(f);
+ * ```
+ */
 export function frequency_to_sound(frequency_list: FrequencyList): Sound {
   const frequency_samples: FrequencySamples = list_to_frequency(frequency_list);
   const time_samples: TimeSamples = frequency_to_time(frequency_samples);
@@ -154,24 +184,88 @@ function get_phase_fs(frequency_sample: FrequencySample): number {
   return tail(frequency_sample);
 }
 
+/**
+ * Returns the frequency of a given sample in a frequency-domain representation.
+ * @param augmented_sample a sample in a frequency-domain representation
+ * @returns frequency
+ * @example
+ * ```typescript
+ * const f = sound_to_frequency(sine_sound(440, 1));
+ * get_frequency(head(f));
+ * ```
+ */
 export function get_frequency(augmented_sample: AugmentedSample): number {
   return head(augmented_sample);
 }
 
+/**
+ * Returns the magnitude of a given sample in a frequency-domain representation.
+ * @param augmented_sample a sample in a frequency-domain representation
+ * @returns magnitude
+ * @example
+ * ```typescript
+ * const f = sound_to_frequency(sine_sound(440, 1));
+ * get_magnitude(head(f));
+ * ```
+ */
 export function get_magnitude(augmented_sample: AugmentedSample): number {
   return get_magnitude_fs(tail(augmented_sample));
 }
 
+/**
+ * Returns the phase of a given sample in a frequency-domain representation.
+ * @param augmented_sample a sample in a frequency-domain representation
+ * @returns phase
+ * @example
+ * ```typescript
+ * const f = sound_to_frequency(sine_sound(440, 1));
+ * get_phase(head(f));
+ * ```
+ */
 export function get_phase(augmented_sample: AugmentedSample): number {
   return get_phase_fs(tail(augmented_sample));
 }
 
+/**
+ * Returns a frequency sample with the given parameters.
+ * @param frequency frequency of the constructed element
+ * @param magnitude magnitude of the constructed element
+ * @param phase phase of the constructed element
+ * @returns a frequency sample
+ * @example
+ * ```typescript
+ * const mute_sample = sample => make_augmented_sample(
+ *     get_frequency(sample),
+ *     0,
+ *     get_phase(sample));
+ * ```
+ */
 export function make_augmented_sample(frequency: number, magnitude: number, phase: number): AugmentedSample {
   return pair(frequency, pair(magnitude, phase));
 }
 
 // FILTER CREATION
 
+/**
+ * Makes a low pass filter with the given frequency threshold. Frequencies
+ * below the threshold will pass through the filter. Other frequencies will be
+ * removed.
+ * 
+ * The filter is a function that takes in a frequency-domain representation and
+ * returns another frequency-domain representation.
+ * @param frequency threshold frequency
+ * @returns a low pass filter
+ * @example
+ * ```typescript
+ * const s1 = simultaneously(list(
+ *     sine_sound(400, 1),
+ *     sine_sound(2000, 1)));
+ * const f1 = sound_to_frequency(s1);
+ * const f2 = low_pass_filter(1000)(f1);
+ * const s2 = frequency_to_sound(f2);
+ * play(s2);
+ * ```
+ */
 export function low_pass_filter(frequency: number): Filter {
   return (freq_list: FrequencyList) => {
     const freq_domain: AugmentedSample[] = list_to_vector(freq_list);
@@ -189,6 +283,26 @@ export function low_pass_filter(frequency: number): Filter {
   };
 }
 
+/**
+ * Makes a high pass filter with the given frequency threshold. Frequencies
+ * above the threshold will pass through the filter. Other frequencies will be
+ * removed.
+ * 
+ * The filter is a function that takes in a frequency-domain representation and
+ * returns another frequency-domain representation.
+ * @param frequency threshold frequency
+ * @returns a high pass filter
+ * @example
+ * ```typescript
+ * const s1 = simultaneously(list(
+ *     sine_sound(400, 1),
+ *     sine_sound(2000, 1)));
+ * const f1 = sound_to_frequency(s1);
+ * const f2 = high_pass_filter(1000)(f1);
+ * const s2 = frequency_to_sound(f2);
+ * play(s2);
+ * ```
+ */
 export function high_pass_filter(frequency: number): Filter {
   return (freq_list: FrequencyList) => {
     const freq_domain: AugmentedSample[] = list_to_vector(freq_list);
@@ -206,6 +320,27 @@ export function high_pass_filter(frequency: number): Filter {
   };
 }
 
+/**
+ * Makes a new filter that is the result of combining all filters in the given
+ * list. Passing frequencies through the new filter produces the same result as
+ * passing frequencies through `head(filters)`, then through
+ * `head(tail(filters))`, and so on.
+ * 
+ * The filter is a function that takes in a frequency-domain representation and
+ * returns another frequency-domain representation.
+ * @param frequency threshold frequency
+ * @returns a filter
+ * @example
+ * ```typescript
+ * const band_filter = combine_filters(list(
+ *     high_pass_filter(870),
+ *     low_pass_filter(890)));
+ * const f1 = sound_to_frequency(noise_sound(1));
+ * const f2 = band_filter(f1);
+ * const s2 = frequency_to_sound(f2);
+ * play(s2); // compare with play(sine_sound(880, 1));
+ * ```
+ */
 export function combine_filters(filters: List): Filter {
   const nullFilter = (x: any) => x;
   function combine(f1: Filter, f2: Filter) {
@@ -215,6 +350,23 @@ export function combine_filters(filters: List): Filter {
 }
 
 // FILTER SOUND
+/**
+ * Transforms the given Sound by converting it to its frequency-domain
+ * representation, applying the given frequency filter, converting back into a
+ * Sound and truncating it so that its duration is the same as the original
+ * Sound.
+ * @param sound the Sound to transform
+ * @param filter the frequency filter to apply
+ * @returns the transformed Sound
+ * @example
+ * ```typescript
+ * const s1 = simultaneously(list(
+ *     sine_sound(400, 1),
+ *     sine_sound(2000, 1)));
+ * const s2 = filter_sound(s1, low_pass_filter(1000));
+ * play(s2);
+ * ```
+ */
 export function filter_sound(sound: Sound, filter: Filter): Sound {
   const original_duration = get_duration(sound);
   const original_size = Math.ceil(FS * original_duration);
diff --git a/src/bundles/sound_fft/index.ts b/src/bundles/sound_fft/index.ts
index 3df02d5eba..c59a8d7393 100644
--- a/src/bundles/sound_fft/index.ts
+++ b/src/bundles/sound_fft/index.ts
@@ -1,7 +1,21 @@
 /**
- * This provides extra functionality through the use of FFT.
+ * The `sound_fft` module provides functions for converting Source Sounds to
+ * their frequency-domain representations and vice versa, as well as processing
+ * Sounds in the frequency domain.
  *
- * Additional details needed.
+ * For more information about Sounds in Source, see the `sound` module.
+ *
+ * In this module, the frequency-domain representation of a Sound is a list
+ * in which each element is an AugmentedSample. An AugmentedSample describes
+ * the magnitude, phase and frequency of a sample in the frequency domain.
+ *
+ * Sound processing in the frequency domain is done via frequency filters,
+ * known as Filters. A Filter is a function that takes in a list of
+ * AugmentedSamples and returns another list of AugmentedSamples. Hence, a
+ * Filter can be applied to a frequency-domain representation to transform it.
+ *
+ * The conversion between Sounds and frequency-domain representations is
+ * implemented using FFT (Fast Fourier Transform).
  *
  * @module sound_fft
  * @author Tran Gia Huy