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 TradingAgents fit into vibe trading?

It gathers the raw material for your hypotheses. Bullish, bearish and risk-management agents analyse the same ticker from different stances, so you also get the view that argues against you. This service is informational only and is not investment advice.

日本語

Kurage Finanalyst

MULTI-AGENT DEBATE FOR JAPANESE EQUITIES

Enter a 4-digit TSE code. Specialist agents evaluate independently, then a bull/bear debate and a risk review produce an evidence-backed judgment, stored together with the evidence it used.

🪼 Sign in with X — free $0.05 per analysis via x402; ¥200 PayPal = 20 runs; 20,000 URLAI = 25 runs. X login only.

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 TradingAgents-JP 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

💳 PayPal ¥200 = 20 runs — pay, then paste the order ID to credit your account
🪙 20,000 URLAI = 25 runs — send URLAI on Base, credited after on-chain verification (free tokens at kurl2earn)
⚡ x402 $0.05 per run — sign with your wallet, pay and run instantly (sold as a Kurage Stock Brain skill)
♻️ Pay per use. No subscription

Kurage TradingAgents is built on a Japanese-first derivative fork of TradingAgents-JP (Apache 2.0); the service itself is open source on GitHub. Informational only — not investment advice.

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

Research material for vibe trading

Growing a strategy by describing it to an AI and letting backtest numbers decide is what we call vibe trading. Kurage TradingAgents covers the stage before that: gathering the material for a hypothesis, including the view that argues against you. Full toolkit: vibe trading guide. Systems in production: kfreqai (crypto) and kfxai (FX).