Trending GitHub Repositories – November 2025

This month showcases innovative developments across AI-driven tools for video editing, privacy-centric AI frameworks, developer productivity enhancements, and advanced language models. Below is a categorized overview of the most notable trending repositories.

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AI-Powered Video and Multimedia Tools

Gausian: Native GPU-Accelerated Video Editor

• Stars: 1,219
• Created: November 4, 2025
• Link: Gausian_native_editor
  A high-performance native video editor built in Rust, featuring GPU-accelerated previews using WGPU, hardware decoding via VideoToolbox (macOS) or GStreamer (cross-platform), and robust timeline editing with SQLite-based project management. It supports industry-standard export formats such as FCPXML, EDL, and JSON, alongside AI integrations for prompt-based content generation and optional LLM-powered screenplay/storyboard functionalities. A CLI tool allows headless operations including media analysis and format conversion.

Video-Materials-AutoGEN Workstation: Short Video Batch Generator

• Stars: 812
• Created: November 18, 2025
• Link: Video-Materials-AutoGEN-Workstation
  This workstation supports multi-modal content synthesis with integrated AI copywriting, TTS voice-over featuring emotional nuance (Gemini+TTS), AI drawing, and ASR-based subtitle extraction. It offers flexible track management, batch project handling, and automation integration via n8n, focusing on managing short video projects efficiently.

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Privacy and Security in AI

OpenPCC: Provably Private AI Inference Framework

• Stars: 870
• Created: November 5, 2025
• Link: openpcc
  OpenPCC is an open-source system for enforcing end-to-end privacy in AI inference workflows. It leverages encrypted streaming, hardware attestation, and unlinkable request mechanisms to ensure that private data remains secure without trusting servers. Compatible with Go, Python, and JavaScript clients, it draws inspiration from Apple’s Private Cloud Compute but emphasizes full transparency and community governance.

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AI for Developer Productivity and Code Management

git-rewrite-commits: AI-Assisted Commit Message Rewriter

• Stars: 840
• Created: November 10, 2025
• Link: git-rewrite-commits
  An AI tool to rewrite git commit messages using OpenAI or local Ollama models. It supports rewriting entire histories or staged commits, customizable templates, and integration via git hooks for automatic generation. Privacy-first architecture enables secure offline usage, making it ideal for preparing clean commit histories before open-sourcing or merging.

continuous-claude: Autonomous Multi-Step Dev Automation

• Stars: 639
• Created: November 15, 2025
• Link: continuous-claude
  This agent automates development tasks by running Claude Code in continuous loops, autonomously creating and merging pull requests. It maintains task context via shared markdown files and tightly integrates with GitHub workflows including CI/CD and code review. The tool supports parallel execution using git worktrees and configurable stopping conditions.

osgrep: Local Semantic Code Search

• Stars: 492
• Created: November 21, 2025
• Link: osgrep
  A semantic code search engine that runs fully locally, ensuring privacy by creating isolated indexes per repository. Utilizes transformers.js for embedding and LanceDB for storage. Supports hybrid keyword-semantic queries, integrates with coding assistants like Claude Code, and adapts resource usage dynamically to avoid system overheating. Code is chunked accurately using tree-sitter parsers.

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Interactive Educational and Writing Tools

ChatTutor: Multimodal Interactive AI Tutor

• Stars: 726
• Created: November 5, 2025
• Link: ChatTutor
  An AI-powered educational assistant featuring an electronic whiteboard and reactive domain-specific language (DSL) based on Vue.js reactivity to enable dynamic user-agent interaction. Includes specialized teaching tools such as Math Canvas, Interactive Forms, and Mindmaps, with planned expansions like Physics and Digital Logic Canvases. Built on a multi-agent architecture with dedicated models per task.

kimi-writer: Autonomous Novel Writing AI

• Stars: 473
• Created: November 8, 2025
• Link: kimi-writer
  An AI-driven writing agent designed to autonomously compose long-form content such as novels and short stories. Features include real-time thought and writing streaming, smart context compression beyond 180K tokens, interruption recovery via saved context summaries, and efficient context management within a 200K token limit. Supports tool usage for file and project management.

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AI Models and Prompt Tools

VibeThinker-1.5B: Efficient Reasoning Model

• Stars: 493
• Created: November 4, 2025
• Link: VibeThinker
  A compact 1.5 billion parameter model excelling in mathematical reasoning benchmarks such as AIME and HMMT. Utilizes the Spectrum-to-Signal Principle with two-stage distillation and MaxEnt-guided reinforcement learning to boost reasoning diversity and signal strength. Cost-effective training ($7.8K) demonstrates strong performance on math and coding tasks with minimal hardware.

banana-prompt-quicker: Chrome Extension for Prompt Efficiency

• Stars: 502
• Created: November 21, 2025
• Link: banana-prompt-quicker
  A Chrome extension designed to enhance prompt usage efficiency within Google AI Studio and Gemini environments. Provides modal windows for quick insertion of prompts and is available both through the Chrome store and manual installation. Includes equivalent functionality via Tampermonkey scripts and welcomes community contributions for expanding prompt libraries.

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This collection underscores the dynamic growth in AI technologies focusing on privacy, developer tooling, multimedia processing, and educational aids, highlighting the intersection of AI with real-world usability and performance.