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Ranked by Attention Score: stars gained over the last 90 complete days

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Tags: RPA and desktop automation

1.FlaUI / FlaUI

UI automation library for .Net

microsoft
wpf
winforms
ui-automation
framework
dotnet
+8 more

C#MIT3.2K total449 forks

+120 stars

from 3,077 · score 4.80

2.octalmage / robotjs

Node.js Desktop Automation.

C MIT13K total1K forks

+37 stars

from 12,744 · score 3.64

3.microsoft / WinAppDriver

Windows Application Driver

appium
ui-testing
test-automation
windows-10

C#MIT4.1K total1.4K forks

+20 stars

from 4,034 · score 3.04

4.JamieMason / ImageOptim-CLI

Make optimisation of images part of your automated build process

imageoptim
image-optimisation
jpegmini
pngquant
imagealpha
advpng
+11 more

Rust MIT3.5K total127 forks

+13 stars

from 3,525 · score 2.64

5.NakaokaRei / SwiftAutoGUI

A Swift library for macOS automation — mouse, keyboard, screenshots, image recognition, and AI-powered agents.

macos
swift
automation
computer-use-agent
ai-agents
desktop-automation
+8 more

Swift MIT94 total10 forks

+4 stars

from 90 · score 1.61

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before the first daily record that AwesomeRepos made for the repository. A longer window needs more of these daily records first. A repository younger than the window does not rank in it.

The filters select from the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Tag holds the repositories that have it. See Tags.

A new repository enters the index when it gains stars faster than the published admission threshold, whatever its size. A repository stays in the index after it enters. Thus an archived repository can still rank.

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