Financial Prediction Verifier

Overview

Score financial predictions against real market data. Input: a simple 3-column CSV. Output: a scored Markdown report plus detail CSV.

For usage notes, see README.md. For scoring formulas, see reference.md.

Prerequisites

• Node.js >= 18
• Kimi API Key via KIMI_API_KEY
• Optional local private file: scripts/.env.local
• Optional unified overrides: LLM_API_KEY, LLM_MODEL, LLM_BASE_URL
• No npm install required

Quick Start

cd ~/.cursor/skills/financial-prediction-verifier
KIMI_API_KEY=sk-xxx node scripts/verify.mjs /path/to/predictions.csv

也支持把 key 放在本地私有文件 scripts/.env.local，这样运行时无需每次手动 export。

cp scripts/.env.local.example scripts/.env.local
node scripts/verify.mjs /path/to/predictions.csv

Input CSV Format

Only 3 columns required:

predictor,predict_date,prediction_text
小明,2025-12-15,黄金还能再涨一段时间
小红,2026-01-10,后面可以关注下隆基绿能

• predictor: Who made the prediction
• predict_date: When the prediction was made (YYYY-MM-DD)
• prediction_text: The raw prediction text

Output

Two files written next to the input CSV:

• {input}_report.md
• {input}_scores.csv