What is vibe trading?

Vibe trading means describing a trading strategy to an AI in plain language, letting the AI write the code, and deciding whether to keep it based on backtest numbers. Humans supply the hypothesis, the AI supplies the code, and the data decides.

How does Kurage Finanalyst fit into vibe trading?

It handles the research stage. An AI analyst built on FinRobot reviews the tickers on your watchlist, giving you starting points and counter-evidence for a hypothesis. This service is informational only and is not investment advice.

日本語

Kurage Finanalyst

A DEDICATED AI ANALYST FOR YOUR WATCHLIST

Register the symbols you care about and Kurage writes market reports in natural Japanese: price action, technical notes, risk factors and a summary. Four markets — Japanese stocks (7203.T), US stocks (AAPL), crypto (BTC-USD) and FX (USDJPY=X). Open architecture, built on FinRobot (Apache 2.0).

🪼 Sign in with X — free X login only. Watchlists are free; reports cost $0.05 each (x402, paid from your wallet).

FEATURES

What it does

📈Analyst reports in Japanese

Structured as summary, price action, technical notes, risk factors and conclusion — written in natural Japanese.

🗾Four markets

JP stocks, US stocks, crypto and FX. Up to 10 symbols per watchlist.

🧠Kurage brain family

Optional judgments from kcbrain (crypto), kfxbrain (FX) and ksbrain (JP equities) can be attached to reports.

🧷No fabricated facts

Reports use only fetched data; missing items are explicitly marked as unavailable.

🪶Fast, affordable AI

Reports are generated with fast DeepSeek-class models — no frontier model required, so you can regenerate freely.

🔓Open source

The Japanese analyst layer is a public FinRobot fork; the service itself is on GitHub too.

HOW IT WORKS

Three steps

Sign in with X

No registration form. Watchlists and reports are isolated per X account.

Add symbols

Type 7203.T or BTC-USD, pick the market, up to 10 symbols.

Get the report

Press generate and wait 1–2 minutes. Share it on X if you like it.

SAMPLE

A real generated report (excerpt)

AI REPORT

銘柄レポート：トヨタ自動車 (7203.T)

1. サマリー

トヨタ自動車は、直近で堅調な上昇トレンドを形成しており、5日間の騰落率でもプラス圏を維持しています。PERは約10.6倍と割安感があり、3%を超える配当利回りも魅力的な水準です。

2. 価格動向

直近5日間で+5.97%と、短期的には強い買い意欲が見て取れます。期間内の高値（3,224.0円）に近い水準まで推移しており、上値を追う展開となっています。

Excerpt from a report actually generated by this service. AI-generated, informational only — not investment advice.

PRICING

Pricing

FREE

Free

With X login only

✅ Watchlist (up to 10 symbols)
✅ Reading generated reports and history
✅ Four markets (JP/US stocks, crypto, FX)
✅ No credit card

REPORT GENERATION

$0.05 / report

Bankr x402 (Base / USDC), paid from your wallet

💳 Link a 0x wallet on the dashboard, sign and pay
🤖 AI agents can call the Bankr endpoint directly (same rail as kcbrain / kfxbrain)
⚡ Fast DeepSeek-class generation, 1–2 minutes
♻️ Pay per use. No subscription

Kurage Finanalyst is built on a Japanese-first derivative fork of FinRobot (Apache 2.0); the service itself is open source on GitHub. "FinRobot" is a trademark of AI4Finance Foundation; this service is an independent derivative, not the official FinRobot product. Informational only — not investment advice.

🪼 Sign in with X — free Open to everyone. If you like it, share it on X 🪼

The research role in vibe trading

Growing a strategy by describing it to an AI and letting backtest numbers decide is what we call vibe trading. Kurage Finanalyst handles the research and counter-evidence that comes before it. Full toolkit: vibe trading guide. Systems in production: kfreqai (crypto) and kfxai (FX).