#python #analysis #image_processing #opencv #python #python_opencv #scene_detection #scene_recognition #video #video_processing

PySceneDetect is a tool for finding scene changes in videos, including fast cuts and fades. It can list the start and end times of scenes, save frames as images, and split a video into separate scenes using supported video tools. It can be used from the command line or as a Python library, making it useful for video analysis and automated processing.

https://github.com/Breakthrough/PySceneDetect

#python #ai #anthropic #code_review #coding_assistant #devtools #ollama #openai #pull_request #pull_requests

PR-Agent is an open-source tool that uses AI to review proposed code changes. It can describe changes, suggest improvements, answer questions about them, and find similar issues in a repository. It helps development teams review changes of different sizes and supports several code hosting platforms and AI models. Teams can customize its behavior and run it on their own infrastructure.

https://github.com/The-PR-Agent/pr-agent

#java #aws #aws_emulation #devops #docker #ec2 #ecs #localstack #s3 #sqs #testcontainers

Floci is a free, open-source tool that runs versions of AWS services on your own computer. It supports services such as S3, DynamoDB, SQS, and Lambda, and works with familiar AWS tools and software libraries. Some services use Docker containers for more realistic behavior. Floci is useful for developing and testing cloud applications, including in automated test pipelines, without an AWS account or authentication token. It also offers a browser console for inspecting local resources and options for keeping or discarding data between runs.

https://github.com/floci-io/floci

#rust #accessibility #accessibility_api #ai_agents #automation #cli #computer_use #computer_use_agent #computer_use_agents #desktop_automation #macos #mcp #rust

agent-desktop lets AI agents see and control desktop apps on macOS, Windows, and Linux. It reads an app’s accessibility information and gives the agent references to elements it can click, type into, or otherwise operate. The agent can then check the result and continue. This makes it possible to automate desktop tasks without relying on screenshots or matching pixels. It is available as a command-line tool and a C library, and does not include an AI model.

https://github.com/vercel-labs/agent-desktop

#python #aggregator #feishu_bot #llm #mcp #news #openclaw #python #webhook

Horizon is an open-source tool that uses AI to create personalized daily news briefings in English and Chinese. It collects stories from sources such as RSS feeds, Reddit, Hacker News, and GitHub, then filters and removes duplicates based on rules you choose. It can add summaries, background, and community discussion, and deliver briefings by email, WeChat, or other channels. This helps readers keep up with their interests without checking many sources themselves.

https://github.com/Thysrael/Horizon

#python

NVIDIA Auto Ontology is an open library that helps AI agents understand and query business data. It builds a shared map of business terms, database columns, and relationships from information about connected databases. People can review and certify these definitions. The software turns plain-English questions into SQL queries and returns answers with the SQL and steps used. It can also identify questions that the available data cannot answer. This helps teams use consistent definitions and check the source of their results.

https://github.com/NVIDIA/auto-ontology

#c_lang #avx2 #c99 #cpu_inference #deep_learning #from_scratch #inference_engine #kimi_k3 #linear_attention #llm #llm_inference #machine_learning #memory_efficient #mixture_of_experts #moe #mxfp4 #quantization #simd #systems_programming #transformer #zero_dependencies

kimi-k3-in-c runs the Kimi K3 language model on a CPU without a GPU or machine learning framework. It supports text generation and multi-turn text chat on Linux, macOS, and Windows. By loading model data from disk as needed, it can run the full model with limited memory, making it useful on machines that cannot hold the model in RAM. It requires roughly 1.7 TB of free storage, and generation can be slow, especially with less memory or slower disks.

https://github.com/FareedKhan-dev/kimi-k3-in-c

#python #3d_models #agent_skills #ai_agents #ai_art #blender #claude_code #claude_skills #codex #game_assets #game_development #generative_ai #image_generation #maya #mcp #model_context_protocol #skills_sh #unity #unreal_engine #video_generation #zbrush

Scenario Agent Skills is a collection of guides that teaches AI coding agents to create and edit images, video, audio, game assets, and 3D content using Scenario. It also helps agents review results, maintain consistent styles, and train custom models. Separate expert tools guide agents in creative software and game engines such as Blender, Maya, Unity, and Unreal Engine. This is useful for people making games, entertainment, and other creative projects who want AI agents to help with content production.

https://github.com/scenario-labs/skills

#csharp

Disc Image Studio turns pictures into data that can create visible designs on CDs, DVDs, and single-layer Blu-ray discs when burned. It lets users arrange images in layers, adjust their appearance, preview the result, and include files on the disc. Users can export disc images for burning with other software or use experimental direct burning on Windows. Calibration tools help improve how designs appear on the disc. A Windows desktop app and experimental command-line tools for Linux and macOS are available.

https://github.com/JiaFeiMiao-K-Cat/DiscImageStudio

#c_lang #c #compression #lz4

LZ4 is a fast, lossless compression tool that reduces the size of data without losing information. It can compress and restore data quickly, making it useful when speed matters. Users can choose faster compression or smaller output, and use dictionaries to improve compression of small files. LZ4 is available as a library and a command-line utility.

https://github.com/lz4/lz4

#python #ai #ai_assistant #ai_tools #automation #gemini #goofish #open_source #openai #playwright #tool #xian_yu #xianyu #xianyu_bot

This software monitors Xianyu product listings using Playwright and AI. Users can run multiple searches with filters for keywords, price, location, posting time, and free shipping. AI can analyze product details and images, and the system can send notifications when it finds recommended items. A web interface lets users manage tasks and accounts, review results and logs, and schedule searches. It helps users find relevant listings without checking the marketplace manually.

https://github.com/Usagi-org/ai-goofish-monitor

#rust

agent-browser is a command-line tool that lets AI agents control a web browser one step at a time. It opens pages, presents their contents as compact text, and gives elements references that agents can use to click, fill forms, and perform other actions. The browser stays open between commands, so agents can check results and continue working. It also supports screenshots, downloads, multiple sessions, and browser debugging, making it useful for automating and testing web tasks.

https://github.com/vercel-labs/agent-browser