diff --git a/by-language.md b/by-language.md
index 432744a..b9ed45d 100644
--- a/by-language.md
+++ b/by-language.md
@@ -2187,7 +2187,7 @@
 - [kevinapps/githubstar](https://github.com/kevinapps/githubstar) - Export GitHub starred repositories, lists and topics to HTML, JSON, Markdown, or bookmark, grouped by language or topic, ordered by time, stargazer count etc.
 - [obeone/multi-registry-cache](https://github.com/obeone/multi-registry-cache) - Multi-registry cache for Docker/containerd, optimizing image pulls using the original registry image
 - [maguowei/starred](https://github.com/maguowei/starred) - creating your own Awesome List by GitHub stars!
-- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - Creating your own Awesome List by GitHub starred lists! 🌟
+- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - 🌟 Generate Awesome List from GitHub starred lists!
 - [automatic-ripping-machine/automatic-ripping-machine](https://github.com/automatic-ripping-machine/automatic-ripping-machine) - Automatic Ripping Machine (ARM) Scripts
 - [gramps-project/gramps](https://github.com/gramps-project/gramps) - Source code for Gramps Genealogical program
 - [mitmproxy/mitmproxy](https://github.com/mitmproxy/mitmproxy) - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
diff --git a/by-list.md b/by-list.md
index 197e9f9..60ae6c2 100644
--- a/by-list.md
+++ b/by-list.md
@@ -784,7 +784,7 @@
 - [sissbruecker/linkding](https://github.com/sissbruecker/linkding) - Self-hosted bookmark manager that is designed be to be minimal, fast, and easy to set up using Docker.
 - [linka-app/linka](https://github.com/linka-app/linka) - Cross-platform, Self-hosted & AI powered bookmark management app for linkding, an alternative to linkding front-end, with special optimization for search and quick open functions. Free and open source. Provide web app、PWA and desktop APP. Companion for browsers without bookmark like Arc.
 - [jakehamilton/config](https://github.com/jakehamilton/config) - My Nix configuration for packages, systems, etc.
-- [nix-community/nix-vscode-extensions](https://github.com/nix-community/nix-vscode-extensions) - Nix expressions for VSCode and OpenVSX extensions [maintainers: @deemp, @AmeerTaweel]
+- [nix-community/nix-vscode-extensions](https://github.com/nix-community/nix-vscode-extensions) - VS Code and OpenVSX extensions as Nix expressions
 - [mgalgs/gnome-shell-system-monitor-next-applet](https://github.com/mgalgs/gnome-shell-system-monitor-next-applet) - Display system informations in gnome shell status bar, such as memory usage, cpu usage, network rates…
 - [nrbray/nixos-configuration](https://github.com/nrbray/nixos-configuration) - 
 - [gyunaev/birdtray](https://github.com/gyunaev/birdtray) - new mail system tray notification icon for Thunderbird
diff --git a/by-topic.md b/by-topic.md
index 52afb00..139fcbd 100644
--- a/by-topic.md
+++ b/by-topic.md
@@ -495,7 +495,7 @@
 
 - [maguowei/starred](https://github.com/maguowei/starred) - creating your own Awesome List by GitHub stars!
 - [Frestein/awesome-stars](https://github.com/Frestein/awesome-stars) - 🌟 Frestein's starred repos, updated daily!
-- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - Creating your own Awesome List by GitHub starred lists! 🌟
+- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - 🌟 Generate Awesome List from GitHub starred lists!
 - [ratatui/awesome-ratatui](https://github.com/ratatui/awesome-ratatui) - A curated list of TUI apps and libraries built with Ratatui
 - [gristlabs/grist-core](https://github.com/gristlabs/grist-core) - Grist is the evolution of spreadsheets.
 - [edoardottt/awesome-hacker-search-engines](https://github.com/edoardottt/awesome-hacker-search-engines) - A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more
@@ -527,7 +527,7 @@
 
 - [maguowei/starred](https://github.com/maguowei/starred) - creating your own Awesome List by GitHub stars!
 - [Frestein/awesome-stars](https://github.com/Frestein/awesome-stars) - 🌟 Frestein's starred repos, updated daily!
-- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - Creating your own Awesome List by GitHub starred lists! 🌟
+- [Frestein/gaze-stars](https://github.com/Frestein/gaze-stars) - 🌟 Generate Awesome List from GitHub starred lists!
 - [ratatui/awesome-ratatui](https://github.com/ratatui/awesome-ratatui) - A curated list of TUI apps and libraries built with Ratatui
 - [edoardottt/awesome-hacker-search-engines](https://github.com/edoardottt/awesome-hacker-search-engines) - A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more
 - [RichardLitt/low-resource-languages](https://github.com/RichardLitt/low-resource-languages) - Resources for conservation, development, and documentation of low resource (human) languages.
@@ -1670,7 +1670,6 @@
 - [pluginkollektiv/statify](https://github.com/pluginkollektiv/statify) - Statify – statistics plugin for WordPress
 - [workadventure/workadventure](https://github.com/workadventure/workadventure) - A collaborative web application (virtual office) presented as a 16-bit RPG video game
 - [home-assistant/core](https://github.com/home-assistant/core) - :house_with_garden: Open source home automation that puts local control and privacy first.
-- [anuraghazra/github-readme-stats](https://github.com/anuraghazra/github-readme-stats) - :zap: Dynamically generated stats for your github readmes
 - [matomo-org/device-detector](https://github.com/matomo-org/device-detector) - The Universal Device Detection library will parse any User Agent and detect the browser, operating system, device used (desktop, tablet, mobile, tv, cars, console, etc.), brand and model.
 - [ruffle-rs/ruffle](https://github.com/ruffle-rs/ruffle) - A Flash Player emulator written in Rust
 - [nextcloud/calendar](https://github.com/nextcloud/calendar) - 📆 Calendar app for Nextcloud