Based on Hua Rong (花荣), 操盘手Ⅰ：自由救赎 (Trader Volume I: Freedom Redemption)
Trader: Freedom Redemption is a novel/memoir hybrid by Hua Rong (花荣), one of China's most well-known stock market commentators, based on his experiences in and around professional trading operations in China's A-share market. The book blends fictional narrative with authentic insider knowledge of how institutional and professional traders operate.
Core thesis: Professional trading in China's A-share market is a psychological war fought on multiple fronts — against the market, against other professionals, against regulators, and most critically, against yourself. Freedom comes not from wealth but from mastering your own mind.
The book reveals:
Target audience: Experienced traders who want to understand the institutional perspective and elevate their psychological game. Not for beginners.
| Role | Responsibility | Pressure Level |
|---|---|---|
| Chief Trader (首席操盘手) | Overall position direction, final decisions | Extreme — career on every trade |
| Execution Trader (执行操盘手) | Executing orders across multiple accounts without moving the market | High — must hide intentions from market |
| Analyst (研究员) | Providing fundamental research and intelligence | Moderate — must be right, but not accountable for trades |
| Risk Controller (风控) | Monitoring position limits, margin, and regulatory compliance | High — must say "no" to powerful people |
| Capital Allocator (资金调配) | Managing cash flow across accounts and entities | High — legal liability for fund movement |
The book describes how trading decisions are made in real-time:
Morning meeting (8:00-9:15):
- Review overnight global markets
- Discuss macro data releases
- Chief trader outlines the day's strategy and key levels
- Risk controller states position limits and warnings
- Execution plan distributed: which stocks, what size, what timing
Market open (9:30):
- First 15 minutes: observe, do not act (unless pre-planned)
- Assess opening volume, gap direction, institutional order flow
- Adjust plan based on opening conditions
During session:
- Chief trader monitors 6-8 screens simultaneously
- Execution traders work order books across multiple accounts
- Communication via hand signals and short verbal commands
- Every decision is time-compressed: 3-10 seconds for execution calls
Post-market (15:00-17:00):
- P&L reconciliation
- Position review and overnight risk assessment
- Plan for next day
- Psychological debrief (critical but often neglected)
| Information Type | Source | Time Advantage |
|---|---|---|
| Order flow (盘口信息) | Trading screens, level 2 data | Seconds |
| Institutional intent | Trading room communication, broker channel | Minutes to hours |
| Fundamental intelligence | Channel checks, supplier/customer interviews | Days to weeks |
| Policy signals | Government contacts, regulatory connections | Hours to days |
| Market structure | Volume patterns, money flow data | Minutes to hours |
Key insight: In China's A-share market, information asymmetry is extreme. Professional traders operate with a fundamentally different information set than retail investors. Understanding this asymmetry is the first step toward not being victimized by it.
The core institutional playbook described in the book:
Phase 1: Accumulation (建仓期)
Duration: 1-6 months
Target: Acquire 10-30% of tradable shares
Tactics:
- Buy on down days; never chase the price up
- Use multiple accounts to avoid disclosure thresholds
- Spread purchases across time to avoid detection
- Create minor sell-offs to accumulate at lower prices
- Buy from panicking retail investors during market dips
Volume signature: Gradually increasing volume on down days;
price stops making new lows despite continued selling pressure
Key tell for retail investors: Stock at 52-week low range,
but volume expanding and price stabilizing → possible accumulation
Phase 2: Shakeout (洗盘期)
Duration: 1-4 weeks
Purpose: Dislodge weak holders before markup
Tactics:
- Create sudden 5-8% decline on moderate volume
- Spread negative rumors through informal channels
- Place large sell orders on the offer to create appearance of supply
- Time the shakeout to coincide with minor market weakness
- Let the stock drift sideways with shrinking volume
Key tell for retail investors: Sharp decline on moderate volume,
followed by quick stabilization. If the decline had conviction,
volume would be persistently high. Low volume = main force still holds.
Phase 3: Markup (拉升期)
Duration: 1-3 months
Target: Drive price 50-200% above accumulation cost
Tactics:
- Initial breakout on heavy volume to attract attention
- Use limit-up boards to create FOMO and media coverage
- Release positive news/research during markup
- Allow small pullbacks (3-5%) to let new buyers enter → these become future support
- Accelerate the markup to prevent others from accumulating
Volume signature: High volume on up days, low volume on down days
(classic healthy advance)
Phase 4: Distribution (出货期)
Duration: 2-8 weeks
Target: Sell 80%+ of position to retail buyers
Tactics:
- Create volatile trading range at highs (exciting for retail traders)
- Use gap-up opens to sell into retail buying enthusiasm
- Release final round of positive news/research reports
- Place conspicuous buy orders to maintain appearance of demand
- Gradually increase sell volume while maintaining price
Volume signature: Very high volume with price going sideways
or slightly declining. Frequent large candles in both directions.
Key tell for retail investors: Heavy volume + no price progress at highs
= distribution. This is the MOST IMPORTANT signal to recognize.
| Principle | Implementation |
|---|---|
| Never fight the market | If broad market turns against you, reduce positions immediately regardless of individual stock thesis |
| Controlled retreat | If a position goes wrong, exit in stages to minimize market impact — never dump everything at once |
| Multiple timeframe alignment | Enter only when daily, weekly, and monthly charts align in the same direction |
| Liquidity first | Never take a position larger than what can be liquidated in 3 days at 20% of average daily volume |
| Correlation management | Monitor inter-stock and inter-sector correlations; avoid concentrated sector bets |
Pattern 1: The "Painting the Tape" (做盘)
Method: Place and quickly cancel large orders to create false impression
of supply/demand
Example:
09:32: Place 500,000 share buy order at ¥19.90 (below current ¥20.00)
09:33: This creates impression of strong support below
09:34: When retail buys push price up, cancel the 500K order
09:35: Meanwhile, sell into retail buying at ¥20.20
Detection: Watch order book for repeatedly appearing/disappearing large orders
Retail defense: Ignore order book; focus on executed trades and closing price
Pattern 2: The "Opening Manipulation" (开盘做局)
Method: Use pre-market auction to set misleading opening price
Example:
09:15-09:20: Place large buy orders to push auction price up 3%
09:20-09:25: Cancel most orders (after 09:20 they cannot be cancelled)
09:25: Opening price sets high on thin volume
09:30-09:35: Gap-up attracts retail buying
09:35+: Sell into retail buying
Detection: Compare opening volume to subsequent volume.
If opening volume is thin and price was high → manipulation
Retail defense: NEVER buy in the first 15 minutes of trading
Pattern 3: The "End-of-Day Ramp" (尾盘拉升)
Method: Push price up in last 10 minutes to create bullish daily candle
Example:
14:50: Stock at ¥18.50 (flat for the day)
14:50-15:00: Aggressive buying pushes price to ¥19.20 (+3%)
15:00: Daily candle looks strong — green body, close near high
Purpose: Attract next-day retail buying based on the "strong" close
Reality: Very little volume moved the price; it's cosmetic
Detection: Compare last-10-minute volume to full-day volume.
If last 10 min volume is > 20% of day total → suspicious
Retail defense: Evaluate candles with volume; ignore last-minute moves
Signs that main force is setting a trap for retail:
| Warning Sign | What It Means |
|---|---|
| Sudden "research report" upgrade from unknown broker | Distribution setup — creating positive narrative |
| Stock suddenly appears on "hot stock" lists on retail forums | Social media campaign to attract buyers |
| Beautiful chart pattern forming "too perfectly" | Manufactured technical setup to lure technical traders |
| Heavy insider buying on record, but stock price flat | Public filing may be strategic; check if related to pledge/regulatory requirement |
| "Breaking news" released during trading hours (not after close) | Designed to trigger real-time emotional buying |
The book describes the mental models that separate professionals from amateurs:
Model 1: Second-Order Thinking
Amateur thinks: "This stock has good news → I should buy"
Professional thinks: "This stock has good news → retail will buy →
who is selling to them? → if main force is selling, I should NOT buy"
The professional always asks: "Who is on the other side of this trade?"
Model 2: Emotional Detachment
The professional trader must achieve a state where:
- A ¥1M gain does not cause excitement
- A ¥1M loss does not cause despair
- Each trade is one of thousands; no single trade matters
- The process is more important than any single outcome
This is the "freedom" in the title — freedom from emotional slavery
to market outcomes.
Model 3: Probabilistic Thinking
Every trade is a probability:
- P(win) = 55%, P(loss) = 45%
- Expected value = 0.55 × avg_win - 0.45 × avg_loss
If expected value is positive, take the trade.
A loss on a positive-EV trade is NOT a mistake.
A win on a negative-EV trade IS a mistake (you got lucky).
Professional traders evaluate decisions by process quality,
not outcome quality.
| Technique | Description |
|---|---|
| Compartmentalization | Separate trading decisions from personal life; when you leave the trading room, leave the positions there |
| Physical routine | Exercise before market; sleep discipline; no alcohol on trading days |
| Pre-commitment | All major decisions made before market opens; during the session, execute the plan |
| Position breathing | When overwhelmed by a large position, reduce to a size where you can think clearly |
| Loss rehearsal | Before entering a trade, mentally rehearse the scenario where it goes to stop-loss; accept the loss in advance |
| Outcome journaling | Record emotional state alongside trade outcomes to identify emotional patterns |
Stage 1: Technical Competence (技术期)
Duration: 1-3 years
Focus: Learning chart patterns, indicators, risk management rules
Challenge: Information overload; conflicting signals
Milestone: Can identify setups and execute mechanically
Stage 2: Psychological Development (心理期)
Duration: 2-5 years
Focus: Mastering emotions; executing under pressure
Challenge: Knowing what to do but being unable to do it
Milestone: Can follow rules even during drawdowns
Stage 3: Integration (合一期)
Duration: 5+ years
Focus: Trading becomes intuitive; rules are internalized
Challenge: Complacency; overconfidence after long success
Milestone: Trading feels effortless; decisions are fast and correct
The "freedom" state — not enslaved by fear, greed, or ego
| Rule | Institutional Standard | Retail Adaptation |
|---|---|---|
| Maximum single position | 5-10% of AUM | 10-15% of portfolio |
| Maximum sector exposure | 20-25% of AUM | 25-30% of portfolio |
| Daily loss limit | -2% of AUM → reduce by 50% | -3% of portfolio → stop trading for the day |
| Weekly loss limit | -5% of AUM → chief trader reviews | -5% of portfolio → stop for remainder of week |
| Monthly loss limit | -8% of AUM → strategy review and possible suspension | -8% → stop for month; comprehensive review |
| Maximum drawdown | -15% from peak → strategy halted | -15% → re-evaluate entire approach |
| Correlation limit | Maximum 0.6 average pairwise correlation | Minimum 3 different sectors |
| Liquidity rule | Can exit 100% in 5 days at < 20% daily volume | Stock must have > 20M RMB daily volume |
When a position moves sharply against you:
Step 1: BREATHE (5 seconds)
→ Do not react immediately
→ Physical response: deep breath, unclench jaw, relax shoulders
Step 2: ASSESS (30 seconds)
→ What is the cause? News? Market-wide? Stock-specific?
→ Is the thesis broken or is this volatility?
→ Where is the stop-loss? Has it been triggered?
Step 3: DECIDE (30 seconds)
→ If stop-loss triggered: EXECUTE. No debate.
→ If thesis broken by new information: SELL immediately.
→ If thesis intact and stop not hit: HOLD per plan.
→ If uncertain: REDUCE to a position size you can sleep with.
Step 4: EXECUTE (immediately)
→ Place the order. Do not hesitate.
→ Once decided, second-guessing is more dangerous than the wrong decision.
Step 5: RECORD (after market close)
→ Write down what happened, what you felt, what you did, and why.
→ This record is invaluable for future crisis management.
Automatic rules that cannot be overridden by any trader:
Kill Switch 1: If portfolio drops 5% in a single day
→ Close 50% of all positions at market
→ No new positions for 24 hours
Kill Switch 2: If any single position drops 10% in a day
→ Close 100% of that position
→ Review before re-entry (minimum 48 hours)
Kill Switch 3: If broad market drops 5% (circuit breaker territory)
→ Close all positions that can be closed
→ 100% cash until market stabilizes for 3 days
Kill Switch 4: If monthly drawdown exceeds 10%
→ Halt all trading for remainder of month
→ Mandatory strategy review before resuming
→ Resume at 50% normal position sizes
Step 1: Market environment assessment
Check:
- Broad market trend (bullish, bearish, sideways)
- Sector rotation (which sectors are leading/lagging)
- Liquidity conditions (margin balance, money flow, Shibor rate)
- Policy environment (any upcoming policy events or announcements)
Only proceed if environment is favorable for the intended trade direction.
Step 2: Stock selection
Criteria:
- Minimum daily volume: 30M RMB (institutional liquidity requirement)
- Technical setup: one of the recognized patterns (see below)
- Fundamental catalyst: earnings, policy, restructuring, or industry trend
- Main force activity: evidence of accumulation (volume-price analysis)
- No near-term risk events: earnings in next 10 days, regulatory review
Step 3: Entry execution
For large positions (institutional):
- VWAP strategy: distribute orders across the day to match volume-weighted average price
- Avoid crossing the spread unnecessarily
- Use algorithmic execution to minimize market impact
- Never buy more than 10% of a day's volume in a single stock
For retail positions:
- Enter after 9:45 AM (avoid opening manipulation)
- Use limit orders, not market orders
- Split entry into 2-3 tranches across 1-2 days
- First tranche: 40% of intended position (test the water)
- Remainder on confirmation
| Exit Type | Trigger | Execution |
|---|---|---|
| Planned profit exit | Price reaches predetermined target zone | Sell in 3 tranches (30-30-40) across target zone |
| Stop-loss exit | Price hits stop-loss level | Execute immediately; no exceptions |
| Thesis-change exit | New information invalidates investment thesis | Sell entire position within 2 days |
| Time exit | Position has not performed in expected timeframe | Exit at market after deadline passes |
| Opportunity cost exit | Better opportunity identified that requires capital | Sell weakest position to fund strongest opportunity |
| Market-environment exit | Broad market turns hostile | Reduce all positions to minimum |
Before any trade, confirm on three timeframes:
Confirm 1: Weekly chart — trend direction
Must be bullish or transitioning from bearish to bullish
(weekly MA arrangement, weekly candlestick pattern)
Confirm 2: Daily chart — entry timing
Specific entry pattern present (support bounce, breakout, etc.)
Volume confirms the pattern
Confirm 3: 60-minute chart — precision entry
Intraday pattern shows buying momentum
Use for exact order placement within the day
All three must align. If any timeframe conflicts → no trade.
05:30-06:30: Physical exercise (non-negotiable)
06:30-07:30: Review overnight markets (US, Europe, Asia)
07:30-08:30: Prepare trading plan for the day
08:30-09:15: Team meeting; discuss plan; receive risk limits
09:15-09:30: Final preparation; set orders
09:30-11:30: Active trading (morning session)
11:30-13:00: Lunch (AWAY from screens); review morning
13:00-15:00: Active trading (afternoon session)
15:00-16:00: Post-market analysis; update journal
16:00-17:00: Research and study
17:00: DONE. Leave the market behind. Live your life.
The plan is law — Once the day's plan is set, do not deviate. If the market creates a situation not covered by the plan, the default action is DO NOTHING.
Losses are costs, not failures — A stop-loss executed perfectly is a success, not a failure. The failure is not taking the stop-loss.
No revenge trades — After a loss, the minimum waiting period before a new entry is 1 hour. After two consecutive losses, wait until the next day.
No loyalty to positions — "I am not married to any stock. I am married to my rules." If the rules say sell, sell. Do not argue with your own system.
No prediction, only preparation — "I do not know if the market will go up or down tomorrow. I have a plan for both scenarios." The professional does not predict; the professional prepares.
Physical health = trading health — Sleep deprivation, poor diet, and lack of exercise directly impair trading performance. Treat your body like a professional athlete would.
Isolation from noise — Do not read retail investor forums during trading hours. Do not discuss positions with non-professionals. Your analysis is yours alone.
The "freedom redemption" (自由救赎) of the title has multiple layers:
Level 1: Financial freedom
→ Not needing to trade from desperation
→ Having enough capital to survive drawdowns without lifestyle impact
Level 2: Emotional freedom
→ Not enslaved by fear or greed
→ Making decisions from calm analysis, not panic or excitement
Level 3: Intellectual freedom
→ Thinking independently, not following the crowd
→ Being comfortable with uncertainty and ambiguity
Level 4: Existential freedom
→ Finding meaning beyond profit/loss
→ Not defining self-worth by portfolio returns
→ Having a life outside of markets
The book argues that most traders never reach Level 2, let alone Level 4.
The "redemption" is the lifelong process of working toward these levels.
| Retail Mistake | How Professionals Exploit It |
|---|---|
| Buying on good news | Release positive news during distribution phase; sell to retail buyers |
| Chasing limit-up boards | Create limit-up boards during markup; retail queues to buy; sell to them next day |
| Panic selling on bad news | Spread negative rumors during shakeout; buy cheap shares from panicking retail |
| Following "expert" recommendations | Use paid "analysts" to recommend stocks during distribution |
| Averaging down on losers | Retail continues buying as professionals sell; retail becomes the bag holder |
| Trading on tips from WeChat groups | Many groups are controlled by main force; tips are exit liquidity for the institution |
| Mistake | Description | Consequence |
|---|---|---|
| Ego trading | Trading to prove you are right rather than to make money | Holding losing positions beyond rational stop-loss |
| Size addiction | Once successful with large positions, unable to trade small | Outsized losses when conviction is wrong |
| Complacency | After years of success, relaxing discipline | Often leads to a single catastrophic loss |
| Information cocoon | Only hearing confirmatory information | Missing contradictory signals until too late |
| Hero complex | Trying to call the exact top or bottom | Missing practical entry/exit points chasing perfection |
| Burnout | Trading through exhaustion, illness, or personal crisis | Degraded decision-making; mechanical errors |
| Style drift | Abandoning proven strategy for "better" approach during drawdowns | Destroying the statistical edge that was working |
| Relationship neglect | Sacrificing personal relationships for market success | Isolation leads to poor psychological health and worse trading |
Week 1-2:
Sector analyst identifies that domestic semiconductor companies
will benefit from government procurement policy change.
Policy signal: Government document leaked to industry insiders
(2-3 weeks before public announcement)
Fundamental analysis: 3 listed companies will see revenue
increase 20-30% in next 2 quarters
Target selection: Company D
- Largest domestic market share in target segment
- Current price ¥35, PE 25x (reasonable for growth)
- Average daily volume: 80M RMB (good liquidity)
- Technical: consolidating for 3 weeks above 60MA
Week 3-4:
Strategy: Accumulate 5% of portfolio (¥50M position)
VWAP execution: buy at average daily volume of 5-8% per day
→ Need approximately 8-10 trading days
Day 1: Buy ¥6M (7.5% of daily volume) at average ¥35.20
Day 2: Buy ¥5M at average ¥35.10 (market weak; bought on dip)
Day 3: Buy ¥6M at average ¥35.40
Days 4-9: Continue accumulating on weak days
Day 10: Position complete. Average cost: ¥35.30
Total shares: ~1.42M shares
Stop-loss: ¥32.50 (below 60MA and consolidation low)
Risk: ¥4M (0.4% of AUM)
Week 5:
Government officially announces procurement policy.
Stock gaps up 5% to ¥37.50 on the announcement.
Decision: DO NOT sell. This is the beginning, not the end.
The market will need time to price in the full impact.
Raise stop-loss to ¥35.00 (near breakeven)
Week 6-8:
Stock rises steadily: ¥37.50 → ¥42 → ¥46 → ¥48
Volume confirms: increasing on up days, decreasing on pullbacks
Week 6: Company D added by 3 mutual funds (public filings)
Week 7: Sell-side analyst coverage initiated with "buy" rating
Week 8: Stock hits ¥48 — up 36% from average cost
Actions:
→ Trail stop to ¥43 (below most recent swing low)
→ Take first partial: sell 30% of position at ¥47.50
→ Proceeds: ¥20M locked in
Week 9-10:
Stock reaches ¥52 — up 47% from average cost
Volume increasing sharply but price acceleration slowing
Warning signs:
→ Volume at ¥52 is highest of the entire move
→ Price making marginal new highs with heavy volume
→ 3 more brokers initiate "buy" coverage (contrarian signal: who is left to buy?)
Decision: Begin distribution
→ Sell another 30% at ¥51.50
→ Trail stop on remaining 40% to ¥48
Week 11:
Stock peaks at ¥53, reverses to ¥49.50 on one day
Recovery attempt reaches ¥51 on low volume — bearish
→ Sell remaining 40% at ¥50.50
Trade complete.
Performance:
Average entry: ¥35.30
Average exit: ¥49.50 (weighted across three sells)
Return: +40.2%
Holding period: 8 weeks
P&L: ¥20.2M on ¥50M position
Risk management:
Maximum drawdown during trade: -3.5% (Week 4, minor market dip)
Stop-loss never triggered
Risk/reward achieved: 1:5 (risked ¥4M, made ¥20M)
Lessons:
✓ Information edge (policy intelligence) provided early entry
✓ VWAP accumulation avoided moving the market
✓ Trailing stop protected gains
✓ Distribution executed into broker coverage (sell to the buyers they attracted)
△ Could have held longer — stock went to ¥53; missed ¥3 per share
But exiting into strength with volume divergence was the right process
"操盘手的自由，不是想买就买想卖就卖，而是不想买的时候能不买，不想卖的时候能不卖。" — A trader's freedom is not being able to buy or sell whenever you want; it is being able to NOT buy when you do not want to, and NOT sell when you do not want to.
"市场是一面镜子，照出你所有的弱点。" — The market is a mirror that reflects all your weaknesses.
"散户是这个市场的水，主力是船。水涨船高，水落船低——但永远是船在利用水，而不是水在利用船。" — Retail investors are the water in this market; the main force is the boat. When water rises, the boat rises. But it is always the boat using the water, never the water using the boat.
"最优秀的操盘手不是赚钱最多的，而是亏钱最少的。" — The best trader is not the one who makes the most money but the one who loses the least.
"止损不是认输，止损是为下一场战斗保留实力。" — A stop-loss is not admitting defeat; it is preserving strength for the next battle.
"计划你的交易，交易你的计划。这八个字价值百万。" — Plan your trade, trade your plan. These eight words are worth millions.
"职业操盘手最大的敌人不是市场，是自己的情绪。" — The professional trader's greatest enemy is not the market but their own emotions.
"每一笔亏损都是学费，但如果你一直交同样的学费，说明你根本没在学。" — Every loss is tuition, but if you keep paying the same tuition, you are clearly not learning.
"在这个市场上，活着就是赢。" — In this market, survival is victory.
"自由救赎的终点不是财务自由，而是心灵自由。当你不再被恐惧和贪婪控制的时候，你才真正自由了。" — The destination of freedom redemption is not financial freedom but spiritual freedom. Only when you are no longer controlled by fear and greed are you truly free.