The agentic stock analyst that shows its work.
Live market data flows through classical technical analysis — support/resistance, Fibonacci, moving averages, RSI, MACD — then Claude weighs the signals and makes a call. Every recommendation is logged, scored, and replayable. Access is included as a perk for anyone working with or exploring LumenGuide.
An analyst pipeline, not a wrapper.
Six layers of analysis stitched into a single conversation.
Live data ingest
Yahoo Finance & yfinance with caching, retry, and rate-limit handling. Sample datasets for paper-trading.
Technical analysis
Support/resistance with scoring, Fibonacci retracement, SMA & EMA, trend lines, Bollinger bands, volume.
Pattern detection
Head & shoulders, double tops/bottoms, flags, wedges — classified with confidence scores.
Multi-model LLM
Choose Claude (Opus/Sonnet/Haiku) or GPT — per user, per session. Models are routed, not hard-coded.
Logged calls + PnL
Every recommendation is captured with entry, stop, target and auto-resolved against price action.
Temporal memory
Each new analysis includes a delta block referencing your last session — bias shifts and price moves.
Ticker → analysis → conversation → logged call.
Pick a ticker, set a window, and the agent runs the full technical suite. Ask follow-ups in plain English. Save promising calls and the system tracks them to resolution so you build a real track record.
- One-click analysis with quick-pick tickers
- Chat suggestions: "Should I buy?" "Where's the stop?"
- Notes per session — keep your own thesis alongside the agent's
- Performance dashboard with win-rate, avg PnL, time-in-trade
Built on the boring-good stack.
Django, Pandas, Plotly, Claude API, OpenAI — composable pieces, no proprietary lock-in.
⚠ Not financial advice. The agent is a tool to structure analysis — the trade is still yours to take.