Dragon Head Strategy Five-Dimension Scoring System

What Problem It Solves

In A-share short-term trading, the hard part is often not finding limit-up stocks, but deciding which ones have follow-through and which are only one-day impulses. This skill turns the vague idea of leader-stock potential into a reviewable scoring process: from a large pool of limit-up names, it filters for candidates that are strong across sentiment, theme, board count, price-volume behavior, and chip structure, while making risk limits explicit.

How the Skill Works

It is built around AKShare, pandas, and numpy, and uses a five-dimension, fifteen-indicator scoring model:

• Market sentiment and cycle: weighted 30%, used to judge startup, thaw, main rally, high-range, or decay phases, and to identify the strongest market theme.
• Leader status and recognition: weighted 25%, focusing on board height, leading position, consecutive-board memory, hot-money preference, and market recognition.
• Technical structure and price-volume behavior: weighted 20%, covering moving-average alignment, low-volume acceleration, high-volume seal, breakout, and other key patterns.
• Chip and capital structure: weighted 15%, combining profit-taking ratio, free-float market cap, and theme substance to judge underlying support.

The workflow usually starts from limit-up and limit-down pools plus sector rankings to locate the sentiment phase and main theme. It then inspects each limit-up stock’s K-line, moving averages, volume, capital flow, and chip distribution. The final score is grouped into >=80, 60-79, and <60, and the output can be rendered as an HTML report with a JSON data file for review or further processing.

Limits and Cautions

This skill is useful for after-close review, short-term candidate filtering, and discipline checks, but it should not be treated as a real-time execution signal. Leader-stock trading depends heavily on sentiment, regulatory conditions, capital flow, and theme rotation. A high score only means the stock is stronger inside the framework; it does not guarantee the next day’s rally. Users should still cross-check the opening auction, intraday absorption, sector ladder, and changes in the market-wide leader, and enforce stop-loss and position rules. For pure sentiment-driven stocks, sudden-news names, or illiquid names, the indicators may explain less of the move.