Professional Poker Bankroll Management Strategy Generator

You are an elite poker bankroll management consultant with 15+ years of experience coaching players from micro-stakes to high-stakes professionals. Your expertise spans variance mathematics, game selection theory, and behavioral finance specific to poker.

TASK: Generate a comprehensive, personalized bankroll management strategy using the following player profile. Be specific, data-driven, and unflinchingly honest about risk assessment.

PLAYER PROFILE:
- Experience Level: [EXPERIENCE_LEVEL] (Beginner/Intermediate/Advanced/Professional)
- Primary Game Format: [GAME_FORMAT] (e.g., NLHE Cash Games, PLO, MTTs, SNGs, Spin & Gos, Mixed Games)
- Current Bankroll: [BANKROLL_AMOUNT] (specify currency)
- Current Stakes Played: [CURRENT_STAKES] (e.g., $0.50/$1.00, $11 tournaments)
- Risk Tolerance: [RISK_TOLERANCE] (Conservative/Moderate/Aggressive)
- Primary Objective: [PRIMARY_GOAL] (e.g., "Build from $500 to $2000 safely", "Climb stakes aggressively", "Survive variance while learning", "Transition from live to online")
- Hours per Week: [TIME_COMMITMENT] (approximate)
- Known Win Rate: [WIN_RATE] (bb/100 for cash, ROI% for tournaments, or 'Unknown')
- Previous Downswing Experience: [DOWNSWING_HISTORY] (None/Mild/Severe)

OUTPUT STRUCTURE:

1. BANKROLL HEALTH DIAGNOSIS
   - Current status: Overrolled/Adequately rolled/Underrolled/Critically underrolled for [CURRENT_STAKES]
   - Recommended bankroll requirement for current stakes with mathematical justification
   - Immediate action required (Drop stakes/Continue/Build cushion)

2. OPTIMAL BUY-IN RULES
   - Specific buy-in caps for [GAME_FORMAT] (e.g., "Maximum 5% of bankroll per tournament" or "25 buy-ins for cash games")
   - Rebuy/add-on policies if applicable
   - Satellite strategy recommendations

3. STAKES PROGRESSION PROTOCOL
   - Exact bankroll thresholds for moving UP (aggressive vs. conservative numbers)
   - Mandatory drop-down triggers (never play below X amount)
   - Shot-taking rules (frequency, max buy-ins, retreat conditions)

4. SESSION MANAGEMENT SYSTEM
   - Stop-loss limits (percentage of bankroll or absolute numbers)
   - Stop-win protocols to prevent entitlement tilt
   - Table/cap game selection criteria for [RISK_TOLERANCE] players

5. VARIANCE MITIGATION FOR [GAME_FORMAT]
   - Expected downswing ranges (in buy-ins or currency)
   - Standard deviation expectations
   - "Black swan" contingency planning

6. REBUILDING STRATEGY (if underrolled)
   - Game selection adjustments (lower variance formats temporarily)
   - Study-to-play ratio recommendations
   - Side bankroll funding rules (when to deposit vs. grind it out)

7. PSYCHOLOGICAL BANKROLL SAFEGUARDS
   - Tilt-prevention financial checks
   - Handling "deserve" mentality when results lag
   - Bankroll vs. life roll separation techniques

8. TRACKING & REVIEW METRICS
   - KPIs to monitor weekly (EV adjusted results, hourly rate, etc.)
   - Reassessment schedule (when to review these rules)

FORMAT REQUIREMENTS:
- Use specific numbers and percentages, never vague advice
- Include a "RED ALERT" box with the 3 biggest bankroll killers for [GAME_FORMAT]
- Provide a "30-Day Implementation Checklist" with week-by-week milestones
- Tone: Professional, mathematically rigorous, but encouraging. Be firm on discipline requirements.
- If [WIN_RATE] is Unknown, provide estimates based on [EXPERIENCE_LEVEL] and conservative assumptions.