#python #agent #llm #llm_agent #llm_reasoning #machine_learning_systems #mlsys #reinforcement_learning #rl

AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools.

https://github.com/inclusionAI/AReaL

#python

SEO Machine is a Claude Code tool for businesses to easily create long SEO blog posts. Use commands like /research for keyword and competitor analysis, /write for 2000+ word optimized articles in your brand voice, /rewrite to update old content, and /optimize for final SEO scores (0-100). It integrates Google Analytics, Search Console, and DataForSEO for real data, plus agents for meta tags, links, and readability. Customize with your brand files for perfect fit. You save hours on research/writing, get higher Google rankings, more traffic, and content that converts readers to customers.

https://github.com/TheCraigHewitt/seomachine

#python

Webnovel Writer is a free Claude Code plugin for creating long web novels. It reduces AI forgetting and errors with smart RAG tools, letting you init projects (/webnovel-init), plan plots (/webnovel-plan), write chapters (/webnovel-write), review (1-5), and view dashboards. Install via marketplace, add Python deps, set API keys, and use commands easily. Benefits: Saves time on consistent long stories, boosts creativity for serials, and tracks progress without manual fixes—perfect for steady novel output.

https://github.com/lingfengQAQ/webnovel-writer

#python #agent_memory #financial_forecasting #future_prediction #knowledge_graph #llms #multi_agent_simulation #public_opinion_analysis #python3 #social_prediction #swarm_intelligence

MiroFish is a simple AI tool that predicts anything by creating a digital world from your data like news, policies, or stories. Upload seed info and describe what you want to predict; it builds thousands of smart agents with personalities and memories to interact, simulate futures, and give you a detailed report plus chat access. You benefit by testing decisions risk-free—like policy impacts or story endings—making smart choices or fun ideas win through safe, accurate previews.

https://github.com/666ghj/MiroFish

#python #ai_automation #api #audio_overview #claude #cli_tool #flashcards #google_notebooklm #notebooklm #notebooklm_api #notebookln #podcast_generator #python #python_api #quiz_generator #sdk #skills #study_tools

notebooklm-py is a free Python tool and CLI for full access to Google NotebookLM's features, like creating notebooks, adding sources (URLs, PDFs, YouTube), chatting, deep research, and generating podcasts, videos, quizzes, slides, mind maps in formats like MP3, MP4, JSON. It offers extras the web lacks, such as batch downloads, editable PPTX, and mind map data. You benefit by automating research, content creation, and exports programmatically for faster prototypes, pipelines, or AI agents—saving time on manual UI work.

https://github.com/teng-lin/notebooklm-py

#python #agentic_ai #agentic_coding #ai_coding_agent #ai_plugins #anthropic_claude #claude_ai #claude_ai_skills #claude_code #claude_code_plugins #claude_code_skills #claude_skills #claudecode_subagents #developer_tools #devtools #mcp_tools #openai_codex #prompt_engineering

Claude Code Skills offers 169 free, ready-to-use plugins that turn AI coding agents like Claude Code, OpenAI Codex, and OpenClaw into experts in engineering, marketing, product, compliance, and more. Install easily via simple commands to add skills like security auditing, test automation, or C-level advice, with 160+ Python tools included. This saves you time by automating complex tasks, boosting code quality, and handling grunt work so you focus on creative problem-solving and faster results.

https://github.com/alirezarezvani/claude-skills

#python

OpenRAG is an intelligent document search platform that combines three powerful open-source tools—Docling, OpenSearch, and Langflow—to transform your documents into an AI-powered knowledge system. You upload files of any format (PDFs, Word documents, images, audio), and the system intelligently parses and indexes them for semantic search. Then you chat with your documents through a simple interface, getting accurate answers backed by relevant sources. The benefit is that you get enterprise-grade document retrieval and AI conversations ready to use immediately, without building complex systems from scratch, while maintaining full control over how documents are processed and searched.

https://github.com/langflow-ai/openrag