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Source channel @githubtrending · Post #15547 · Mar 7

#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

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@githubtrending · Post #15448 · 01/29/2026, 02:00 AM

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#typescript#ai#assistant#clawd#crustacean#moltbot#molty#own_your_data#personal Moltbot is your personal AI assistant that runs on your devices like Mac, Linux, or Windows. It chats on WhatsApp, Telegram, Slack, Discord, and more, with voice on phones and live visuals. Install easily with `npm install -g moltbot@latest` then `moltbot onboard`. Use top models like Claude Opus for smart replies. It remembers talks, runs tasks, sends reminders, and builds skills itself. You gain a fast, private helper that acts first—handling emails, calendars, and chores proactively to save time and boost productivity every day. https://github.com/moltbot/moltbot

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