alphaear-predictor
Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance market adjustments.
npx skills add majiayu000/claude-skill-registry --skill alphaear-predictor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AlphaEar Predictor Skill ## Overview This skill utilizes the Kronos model (via `KronosPredictorUtility`) to perform time-series forecasting and adjust predictions based on news sentiment. ## Capabilities ### 1. Forecast Market Trends ### 1. Forecast Market Trends **Workflow:** 1. **Generate Base Forecast**: Use `scripts/kronos_predictor.py` (via `KronosPredictorUtility`) to generate the technical/quantitative forecast. 2. **Adjust Forecast (Agentic)**: Use the **Forecast Adjustment Prompt** in `references/PROMPTS.md` to subjectively adjust the numbers based on latest news/logic. **Key Tools:** - `KronosPredictorUtility.get_base_forecast(df, lookback, pred_len, news_text)`: Returns `List[KLinePoint]`. **Example Usage (Python):** ```python from scripts.utils.kronos_predictor import KronosPredictorUtility from scripts.utils.database_manager import DatabaseManager db = DatabaseManager() predictor = KronosPredictorUtility() # Forecast forecast = predictor.predict("600519", horizon="7d") print(forecast) ``` ## Configuration This skill requires the **Kronos** model and an embedding model. 1. **Kronos Model**: - Ensure `exports/models` directory exists in the project root. - Place traine
- Overview
- Capabilities
- 1. Forecast Market Trends
- Configuration
- Dependencies
What does the alphaear-predictor skill do?
Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance market adjustments.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill alphaear-predictor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.