Security Checklist (What can be done in CursorAI & software-level not infrastructure!)

Configuration Security

Alex-Kopylov / agent loop

Created March 10, 2025 12:38 — forked from jlia0/agent loop

Manus tools and prompts

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

Alex-Kopylov / dvc list tracked

Created December 3, 2020 19:37

dvc list tracked files in current repo

dvc list -R --dvc-only ./

Alex-Kopylov / Linux key speed

Created November 18, 2020 20:57

Increase key speed via a rate change

xset r rate 300 50

Alex-Kopylov / Davinci Resolve 16 ARCH audio fix.sh

Created November 8, 2020 14:23

Davinci Resolve 16 ARCH audio fix

sudo pacman -S pulseaudio-alsa

Alex-Kopylov / [ML] Resume Table

Last active September 22, 2019 08:36

by https://www.kaggle.com/kabure

	def resumetable(df):
	print(f"Dataset Shape: {df.shape}")
	summary = pd.DataFrame(df.dtypes,columns=['dtypes'])
	summary = summary.reset_index()
	summary['Name'] = summary['index']
	summary = summary[['Name','dtypes']]
	summary['Missing'] = df.isnull().sum().values
	summary['Uniques'] = df.nunique().values
	summary['First Value'] = df.loc[0].values
	summary['Second Value'] = df.loc[1].values

Alex-Kopylov / disp_multiple_images.py

Created July 29, 2019 07:16 — forked from soply/disp_multiple_images.py

Plot multiple images with matplotlib in a single figure. Titles can be given optionally as second argument.

	import matplotlib.pyplot as plt
	import numpy as np

	def show_images(images, cols = 1, titles = None):
	"""Display a list of images in a single figure with matplotlib.

	Parameters
	---------
	images: List of np.arrays compatible with plt.imshow.

Alex-Kopylov / gist:119ac0180e7df944ed18f9c361f22582

Created April 20, 2019 11:37

	def getSymbolBeforeDigit(x):
	for i, c in enumerate(x):
	if c.isdigit():
	return x[i-1]
	pd.to_numeric(data['Толщина_перед_смоткой'].apply(lambda x: x.split(getSymbolBeforeDigit(x))[1].replace(',','.')))

Alex-Kopylov / [ML] overlapping data

Created February 7, 2019 14:40

	import time
	import hashlib

	t1 = time.time()

	train_hashes = [hashlib.sha1(x).digest() for x in train_dataset]
	valid_hashes = [hashlib.sha1(x).digest() for x in valid_dataset]
	test_hashes = [hashlib.sha1(x).digest() for x in test_dataset]

	valid_in_train = np.in1d(valid_hashes, train_hashes)

Alex-Kopylov / [ML] Randomizing Images in ndarray

Last active February 7, 2019 13:43

	def randomize(dataset, labels):
	permutation = np.random.permutation(labels.shape[0])
	shuffled_dataset = dataset[permutation,:,:]
	shuffled_labels = labels[permutation]
	return shuffled_dataset, shuffled_labels
	train_dataset, train_labels = randomize(train_dataset, train_labels)
	test_dataset, test_labels = randomize(test_dataset, test_labels)
	valid_dataset, valid_labels = randomize(valid_dataset, valid_labels)