📜 High-frequency Quant·Volatility Calibration Report

🌪️ Part 1: Volatility Filter

(Determine whether it's worth trading here, filtering out garbage time)

Market Energy Characteristics: The market divergence is extremely torn, chips are loose, and it has entered a period of intense release. Belongs to **[High-Frequency Extreme Movement/Storm Mode]**. Multi-cycle resonance violent fluctuations suggest intense turnover and collision of long and short chips here.
Key Factor Scan:
Momentum: Selling pressure was concentrated in the early stage, and currently, the divergence between long and short is huge, with trading volume sharply expanding.
Pattern: The trend has shifted from passive killing in the early stage to complete breakdown and emotional release, accompanied by high-intensity counterattacks.
Game Theory: At the beginning of the week, short energy ran rampant with a bloody smell; but on Friday, the long main force began to forcefully take over the battlefield, with ample energy.
🚦 Trading Value Judgment:
Conclusion: **[ 🟢 High Volatility·Operable ]**
Reason: Reject garbage time. Combined with this week's K-line trend, $XIAOMI-W(01810.HK) plummeted from 38.76 yuan to 34.50 yuan, the daily ATR (volatility indicator) rapidly expanded from 1.18, extreme panic selling appeared on Wednesday, and it rebounded sharply to 36.44 yuan on Thursday and Friday. Such amplitude and liquidity perfectly meet the sniping standard of V4.2. Can enter the market.

Initial Model: Conventional technical analysis suggests that breaking below the moving average support at the beginning of the week should indicate major disaster, interpreted as a crash, plunge, and hopelessness.
K-line Falsification/Verification:
Conflict/Verification Point: The previous short trend was perfectly verified—Monday and Tuesday saw a plunge, and Wednesday fell to the lowest point of 34.50 yuan. However, according to the trend-following logic, longs should continue to be frustrated on Friday, but today's 15-minute/1-hour K-line showed a strong counterattack trend of oscillating upward with rising volume and price (breaking through 36 yuan).
Deep Correction: Combined with the K-line trend and volume (35 billion in the first hour of Friday's morning session), the understanding logic was forcibly corrected: "Breakdown" does not mean death, but "break and then stand." Wednesday's 34.50 yuan was the extreme bottom of panic selling. The current pull-up is not a dead cat bounce, but a violent pull-up after the main chips have been washed out.

Long-Short Game:
Long Energy: Extremely strong after correction. Longs gained absolute dominance today. The 4-hour MACD golden cross was established, and the bottom structure was confirmed.
Short Energy: Extremely exhausted. The short's smashing momentum in the past few days has been completely released on Wednesday (34.50 yuan), and it is currently in the passive push-up stage caused by short covering and stop-loss.
Expected Script: In the next [1-3 trading days], it is expected to show a [V-shaped reversal upward breakthrough] trend. The daily-level downtrend has ended, and it is currently in the right-side confirmation period.

Short-term Direction: The current direction is [Long]
Technical Basis: The 1-hour K-line has stood above MA60 (around 36.14), the 15-minute K-line moving averages are arranged in a long pattern, and the trading volume is significantly matched.
Suggested Entry Position [Wait for a pullback to the 1-hour MA20 (around 35.80) without breaking, follow the trend to go long, stop-loss at 35.20]
Medium-term Direction: The current direction is [Observe]
Technical Basis: The large cycle is prone to "rise and fall," with dense trapped chips above; the weekly level has not completely escaped the downward channel.
Suggested Entry Position [Wait for the daily line to effectively break through the neckline at 38.40, follow the trend to go long, stop-loss at 36.50]
Long-term Direction: The current direction is [Short]
Technical Basis: The weekly MACD is still dead cross and diverging downward, and the major trend has not reversed.
Suggested Entry Position [No right-side buy point for the long term, strictly prohibit left-side bottom fishing]

🚀 Short-term Long Breakthrough Signal (Buy Signal):
Trigger Condition: The 15-minute K-line entity **breaks through [36.50 yuan] with volume**.
Logic Support: This position corresponds to the key resistance point of the chip-intensive area. Once broken, the upper edge of the box is confirmed to be broken, and the explosion mode is activated.
Expected Space: If broken, the first pressure above is at [38.00 yuan].
📉 Short-term Short Confirmation Signal (Sell/Short Signal):
Trigger Condition: The 1-hour K-line **effectively falls below [35.20 yuan]**.
Logic Support: Corresponds to the defensive bottom line of the support funds being breached, confirming the end of the rebound and returning to extreme weakness.
🚀 Medium-term Long Breakthrough Signal (Buy Signal):
Trigger Condition: The daily K-line entity **breaks through [38.40 yuan] with volume** (last Friday's crash starting point).
Logic Support: Corresponds to the recovery of the heavy pressure resistance above, reversing the medium-term trend.
Expected Space: If broken, the first pressure above is at [41.20 yuan].

(No high volatility breakthrough conditions for the long term, not listed.)

The market has finally given volatility worth betting on. Remember, the bottom of 34.50 yuan is for left-side bottom fishers to gamble on, and the breakthrough of 36.50 yuan is the entry signal for us right-side quantitative traders. Have a nice weekend and stay cold.