Vibe Research gives an individual investor one page that opens on indices, watchlist, and holdings P&L, then puts an AI agent to work behind every question. Prices refresh on their own through trading hours, and the Daily Review page summarizes breadth, turnover, limit-up streaks, margin balance, and sector fund flows. Pick a stock and a six-stage run walks from company profile through financials, earnings expectations, valuation, and risk, ending in a report where every figure carries an evidence or calculation ID. Describe a trading idea in chat and get a backtest against an index, with return, drawdown, monthly, and yearly charts. Twenty industry sectors come with step-by-step research prompts, a candidate pool checks index constituents against your own conditions, and an event calendar lines up earnings and ex-dividend dates. Import PDFs and Word files, then ask questions with citations that point back to the source page. Bring a Claude Code, Codex, or WorkBuddy login, or any Chat Completions compatible model API. Remote mode opens the workbench in a browser through an access-token link. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Daily Stock Analysis reads your watchlist every trading day and hands back a decision dashboard, with a score, a trend call, entry and exit levels, risk alerts, and catalysts for each stock. Quotes, K-lines, technical indicators, announcements, news, and fundamentals from several data sources feed a report written by the language model you connect, including Gemini, Claude, OpenAI-compatible endpoints, DeepSeek, or a local Ollama model. The web workspace covers manual analysis, task progress, history, full Markdown reports, backtesting, portfolio tracking, settings, and light and dark themes. Strategy chat answers follow-up questions in multiple turns using 15 built-in strategies, from moving-average crossover to Chan theory and wave theory. Smart import reads a screenshot, CSV, Excel file, or clipboard text to build the watchlist, with code, name, pinyin, and alias autocomplete. Reports are delivered to WeChat Work, Feishu, Telegram, Discord, Slack, or email on a schedule that skips market holidays. A market review summarizes index moves, breadth, and leading sectors. ETF rotation backtests compare annual results and flag data quality problems. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

From raw market data to a simulated trade, every step of quant research happens in one web console. A home dashboard shows index levels, a paper account, strategy status, and recent fills at a glance, and a market analysis page tracks sector rotation and money flow. A stock terminal pairs candlestick charts with company profiles, financial and valuation tabs, and model score curves. Researchers describe a trading hypothesis in plain language, and the factor mining workspace drafts expressions, evolves them, and stores the winners in a factor library. The training studio offers thirteen algorithms, from boosted trees to recurrent networks, with walk-forward stability checks and local or remote GPU scheduling. The backtest center reports returns, Sharpe ratio, drawdown, and an equity curve for any date range, stock pool, and rebalance rhythm. Daily batch inference ranks the whole market, and a rolling news feed tags headlines as bullish or bearish. Paper trading replays real exchange rules, including price limits, lot sizes, fees, and slippage. A chat assistant can run these steps from a sentence, including through messaging apps. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. AGPL-3.0 licensed.