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thematic-screener

Combine theme-detector heat with short-term forecasts to surface multi-theme tactical opportunities.

1|Updated Apr 6, 2026
Search Tags:#forecast#tactical#theme-detector#thematic-screener#opportunity-radar#short-term-target
One-click install
npx skills add https://github.com/kavi-lin/stock --skill thematic-screener
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: thematic-screener
Source: https://github.com/kavi-lin/stock/tree/main/skills/thematic-screener
Command: npx skills add https://github.com/kavi-lin/stock --skill thematic-screener

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Cross-ticker monitoring and tactical opportunity discovery by aggregating theme heat with short-term predictions to surface actionable stock ideas.

Core Features & Use Cases

  • Aggregates theme-detector heat scores to identify top themes.
  • Retrieves representative stocks per theme and runs per-ticker short-term forecasts.
  • Combines market regime context (SPY/VIX) and FRED signals for informed decisions.
  • Produces data/recommendations logs and concentration flags for dashboard consumption.
  • Standalone tool suitable for daily watchlists and dashboard feeds.

Quick Start

Run the thematic-screener to generate the daily recommendations and inspect the latest data/recommendations file for the current date.

Frequently Asked Questions about thematic-screener

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find short-term tactical stock opportunities across multiple themes?▼

To find short-term tactical stock opportunities, aggregate theme heat scores with per-ticker forecasts. This process combines market regime context and theme detectors to surface actionable stock ideas from daily hot themes.

How do I generate a daily watchlist using theme heat and market data?▼

Generate a daily watchlist by combining theme-detector heat with yfinance market snapshots and short-term forecasts. The screener outputs per-theme top movers and concentration flags into a dated recommendations log for dashboard consumption.

Do I need specific data caches to run a thematic screener?▼

Yes, running a thematic screener requires theme-detector, short-term-target, and fred-macro caches, plus internet access for SPY/VIX data. The tool handles missing caches gracefully by issuing warnings rather than failing.

What market context is used when combining theme heat with stock forecasts?▼

When combining theme heat with stock forecasts, the tool uses SPY/VIX market regime context and FRED macro signals. This contextual data ensures that per-ticker short-term forecasts are evaluated against broader market conditions.

How does the screener handle missing upstream data or broken cache connections?▼

The screener handles missing upstream data or broken cache connections gracefully by emitting warnings. It continues to process available themes and market snapshots without crashing, ensuring partial tactical recommendations are still generated.

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