A 3-layer temporal RAG memory library for Python. Zero external dependencies. just stdlib + sqlite3. 43KB installed. Core idea: a self-growing tag dictionary. Day 1, every tag extraction calls your AI. Day 90, ~90% resolve from a local keyword map instantly. Cost goes down over time. L1: 3-day Markdown logs. L2: 30-day AI summaries. L3: SQLite FTS5 permanent archive (~1ms search). Works with any AI, OpenAI, Claude, Gemini, or local models. pip install sandclaw-memory

SandClaw is a desktop IDE where you raise an AI trader through conversation. Connect brokers worldwide via plugins (IBKR, Kraken, bitFlyer, Kalshi and more), and the AI grows around your investment style. Skill plugins extend it beyond trading. Completely free. Your funds never leave your broker.

We live in an era where AI summarizes everything. I built AlgoBalloon to give you back control. Why AlgoBalloon? 🌍 Global Perspective: Compare headlines from 32 countries side-by-side. 🚫 No AI Summaries: News is "consumption." We provide raw metadata, you decide what to think. ⚡ Browser Translation: Instantly translated into 14 languages (English, KR, JP, etc) for free. 🔒 Data Sovereignty: Download raw JSON for private analysis. In a world of curated truths, get the raw reality.