Technical & Momentum AI Mastery

5 Advanced Prompts for Timing Your Indian Portfolio Like a Pro

📅 Published: November 15, 2025 👤 By Finmagine Research ⏱️ 16 min read 🏷️ Series: AI Portfolio Intelligence (Part 2 of 3)

🚀 AI Portfolio Intelligence Series

When to Sell is Harder Than What to Buy

In Part 1 of our AI Portfolio Intelligence series, we mastered the foundation - portfolio health, risk assessment, and basic rebalancing. But knowing what to buy is only half the battle. The real money is made (or lost) in the timing.

Consider this: Portfolio X from our previous analysis showed strong fundamentals across its IT and banking holdings. But what if those TCS shares are approaching a technical resistance level? What if that HDFC Bank position is showing momentum divergence signals? Traditional portfolio reviews miss these critical timing insights.

🎯 What You'll Master in This Guide

  • Advanced Technical Prompts: 5 sophisticated AI prompts for momentum analysis
  • Timing Intelligence: When to book profits, add positions, or exit completely
  • Market Context: How to factor in broader market momentum and sector rotation
  • Risk Management: Technical stop-loss and position sizing based on momentum
  • Real Implementation: Portfolio X case study with live market examples

The 5 prompts in this guide represent advanced techniques that professional traders use daily. We'll show you how to integrate them into your existing Portfolio X framework for maximum impact.

Quick Recap: Foundation Analysis Complete ✅

In Part 1, we established Portfolio X with ₹25 lakh across 8 sectors, ran our 5 foundation prompts, and discovered some key insights:

Now we move to the advanced level: when to act on these insights using technical momentum analysis.

⚠️ New to the Series?

This is Part 2 of our comprehensive AI Portfolio Intelligence series. If you haven't read Part 1, we highly recommend starting there to understand the Portfolio X methodology and foundation prompts. Read Part 1 here.

Technical Analysis Fundamentals for AI Prompts

Before diving into our 5 advanced prompts, let's establish the technical concepts that make these AI analyses so powerful:

🔍 Key Technical Indicators

RSI (Relative Strength Index)

Measures momentum on 0-100 scale. Above 70 = overbought, below 30 = oversold. Critical for timing entries and exits.

MACD (Moving Average Convergence Divergence)

Shows relationship between two moving averages. Crossovers signal trend changes and momentum shifts.

Volume Trends

Confirms price movements. Rising prices with falling volume = weak momentum. Rising volume = strong trend.

Support & Resistance

Price levels where buying/selling pressure increases. Key for profit booking and stop-loss placement.

📊 Market Context Factors

Our AI prompts incorporate these broader market factors that affect individual stock momentum:

The beauty of AI-powered analysis is that it can process all these factors simultaneously and provide actionable insights in minutes, not hours.

The 3-Tiered Portfolio Intelligence Framework

The 3-Tiered Portfolio Intelligence Framework: Foundation (Part 1) → Technical Analysis (Part 2) → Strategic Optimization (Part 3)

Traditional Portfolio Reviews Are Static Snapshots. Modern Markets Are Not.

The fundamental shift from static portfolio reviews to dynamic, timing-focused analysis

The 5 Advanced Technical Prompts 🚀

These prompts build on your foundation analysis from Part 1. Each prompt serves a specific purpose in your technical analysis workflow:

5 AI Prompts to Master Your Stock Portfolio Timing

Complete overview of the 5 advanced technical analysis prompts covered in this guide

Prompt 6: Advanced Momentum & Technical Analysis
The attached csv contains my portfolio. Run advanced momentum analysis for each holding: • 50-day vs 200-day moving average status and crossover signals • RSI levels and overbought/oversold conditions • MACD signal line crossovers and histogram trends • Volume momentum (20-day average vs recent volume) • Price action relative to key support/resistance levels • Trend strength using ADX (Average Directional Index) For each stock, categorize momentum as: STRONG BULLISH | WEAK BULLISH | NEUTRAL | WEAK BEARISH | STRONG BEARISH Include specific price levels for support/resistance and suggested action (Hold/Add/Reduce/Exit).

🎯 Why This Prompt Works

This comprehensive momentum analysis gives you a complete technical picture of each holding. The categorization system makes it easy to prioritize your attention and actions. The specific price levels provide concrete entry/exit points.

Tier 2: The Dynamics - Understanding Market Momentum and Timing

Tier 2 focuses on capturing market dynamics through technical indicators and momentum analysis

Prompt 7: Individual Stock Technical Cheat Sheets
Create a technical cheat sheet for each stock in my portfolio CSV: For each holding, provide: • Current technical setup summary (1-2 sentences) • Key price levels to watch (support, resistance, breakout levels) • Timeline for next major technical decision (days/weeks) • Risk management levels (stop-loss suggestions) • Position sizing recommendation (increase/maintain/reduce) • Catalyst events that could trigger technical moves • Correlation with sector peers and Nifty movement Format as a quick-reference card for each stock that I can check daily.

💡 Pro Tip: Daily Review System

Use these cheat sheets for your daily portfolio review. Update them weekly or when major technical levels are breached. This creates a systematic approach to technical monitoring.

Prompt 8: Momentum Score Ranking System
Rank all portfolio holdings using a comprehensive momentum scoring system: Create a momentum score (0-100) for each stock based on: • RSI trend direction and position (25% weight) • Volume confirmation of price moves (20% weight) • Moving average alignment (50/200 DMA) (20% weight) • Relative strength vs Nifty 50 (15% weight) • MACD signal quality and histogram trend (10% weight) • Price distance from key support/resistance (10% weight) Rank from highest to lowest momentum score. Identify top 3 momentum leaders and bottom 3 momentum laggards. Suggest rebalancing strategy: add to leaders, reduce laggards.

📊 Momentum-Based Rebalancing

This scoring system helps you tilt your portfolio toward technical strength and away from weakness. It's quantitative momentum investing using AI analysis.

Quantifying Strength: Ranking Holdings by Momentum Score

Example momentum ranking output showing Portfolio X holdings scored 0-100 based on technical strength

Prompt 9: Profit Booking & Exit Signal Analysis
Analyze my portfolio for profit booking and exit opportunities: For each profitable position, check: • Distance from recent highs and resistance levels • Technical distribution patterns or topping signals • Volume divergence (price up, volume down = distribution) • Momentum divergence (new highs without RSI/MACD confirmation) • Sector rotation signals (sector falling out of favor) • Risk/reward ratio for holding vs booking profits Provide specific recommendations: BOOK PROFITS: Stocks showing technical weakness PARTIAL BOOKING: Take some profits, hold core position HOLD: Technical momentum still strong EXIT COMPLETELY: Serious technical breakdown signals Include specific price levels for each action.

💰 Systematic Profit Taking

Professional traders book profits systematically, not emotionally. This prompt removes emotions from profit-taking decisions by focusing on technical evidence.

Systematizing Exits with Technical Signal Analysis

Professional exit strategies using technical signals: systematic profit booking and loss cutting based on data, not emotions

Prompt 10: Market Scenario Simulation & Impact Analysis
Simulate 3 market scenarios and analyze portfolio impact: SCENARIO 1: Market Correction (Nifty falls 10-15%) • Which holdings likely to be most/least affected • Technical support levels that could provide buying opportunities • Defensive positions to consider increasing SCENARIO 2: Strong Bull Market (Nifty rises 15-20%) • Which holdings could be momentum leaders • Technical breakout levels to watch for acceleration • Positions to increase on strength SCENARIO 3: Sideways Grinding Market (Nifty range-bound) • Trading opportunities within the range • Dividend yield plays that could outperform • Technical trading levels for in/out strategies For each scenario, provide specific portfolio adjustment recommendations with technical reasoning.

🔮 Scenario Planning for Portfolios

Professional portfolio managers always think in scenarios. This analysis helps you prepare for different market conditions and have action plans ready.

🎬 Technical Analysis Learning Hub

Master technical analysis concepts with our comprehensive multimedia resources

Master Technical Analysis with AI
Advanced concepts made simple for Indian portfolio investors

🎯 Momentum Analysis Mastery

Learn to identify momentum shifts before they become obvious to the market.

  • RSI and MACD signal interpretation
  • Volume confirmation techniques
  • Moving average crossover systems

📊 Technical Scoring Systems

Quantitative approaches to ranking stocks by momentum strength.

  • Multi-factor momentum scoring
  • Relative strength analysis
  • Sector rotation strategies

💰 Profit Booking Strategies

Systematic approaches to taking profits and managing winning positions.

  • Technical distribution patterns
  • Support/resistance profit targets
  • Momentum divergence signals

🔮 Scenario Analysis

Prepare your portfolio for different market conditions and outcomes.

  • Bull/bear market positioning
  • Sideways market strategies
  • Technical level preparation
Test Your Technical Analysis Knowledge
Interactive flashcards covering key concepts from this guide

Click to Start Learning

Test your understanding of technical analysis concepts with 50 interactive questions.

Technical Analysis Video Guide
Watch our comprehensive walkthrough of advanced momentum analysis

What you'll see in this video:

  • Live demonstration of all 5 technical analysis prompts
  • Portfolio X case study with real market examples
  • Technical indicator interpretation and action points
  • Common mistakes to avoid in momentum analysis
Technical Analysis Deep Dive - Part 2
Expert discussion on momentum analysis and market timing

Audio highlights:

  • Psychology of technical analysis and momentum investing
  • Integration with fundamental analysis from Part 1
  • Real-world case studies from Indian market
  • Q&A on common technical analysis challenges

Note: This audio content streams directly in your browser. For the best experience, use headphones and ensure a stable internet connection.

Live Implementation Guide: Portfolio X Technical Analysis

Let's walk through implementing these 5 prompts with Portfolio X to see the power of technical momentum analysis in action.

🔍 Step 1: Current Technical Setup

Starting with Prompt 6 (Advanced Momentum Analysis), here's what we discovered about Portfolio X's key holdings:

TCS (22% of Portfolio) - STRONG BULLISH

  • RSI: 58 (healthy momentum zone)
  • 50 DMA above 200 DMA (uptrend intact)
  • Volume: 15% above 20-day average
  • Resistance: ₹4,180, Support: ₹3,950
  • Action: HOLD/ADD on dips to ₹3,980

HDFC Bank (18% of Portfolio) - WEAK BULLISH

  • RSI: 45 (neutral, below 50)
  • MACD showing bearish divergence
  • Volume declining on recent rallies
  • Key support: ₹1,620, Resistance: ₹1,720
  • Action: REDUCE on bounce to ₹1,700

Reliance (8% of Portfolio) - WEAK BEARISH

  • RSI: 35 (oversold but trending down)
  • 50 DMA below 200 DMA (bearish crossover)
  • Breaking key support levels
  • Critical support: ₹2,450
  • Action: PARTIAL EXIT, tight stop-loss

📊 Step 2: Momentum Scoring Results

Using Prompt 8 (Momentum Score Ranking), Portfolio X holdings ranked as follows:

Portfolio X Momentum Rankings (Score 0-100)

  1. TCS: 82/100 (Technical Leader) 🟢
  2. Infosys: 75/100 (Strong momentum) 🟢
  3. Asian Paints: 68/100 (Steady uptrend) 🟡
  4. L&T: 55/100 (Neutral momentum) 🟡
  5. HDFC Bank: 42/100 (Weak momentum) 🟡
  6. Maruti: 38/100 (Momentum concern) 🔴
  7. Reliance: 25/100 (Technical weakness) 🔴

💰 Step 3: Profit Booking Opportunities

Prompt 9 (Profit Booking Analysis) revealed these actionable insights:

🎯 Immediate Actions for Portfolio X

  • TCS: Book 25% profits above ₹4,150 (near resistance)
  • Asian Paints: Hold current position, strong technical setup
  • Reliance: Exit 50% position on any bounce to ₹2,500
  • HDFC Bank: Reduce to 12% allocation on next rally

🔮 Step 4: Scenario Planning

Using Prompt 10 (Market Scenario Simulation), here's how Portfolio X would fare:

Market Correction (-15%)

Expected Impact: Portfolio X likely to fall 18% (high beta)

Action: Add to TCS below ₹3,800, reduce cyclicals

Strong Bull Market (+20%)

Expected Impact: Portfolio X could gain 24% (momentum leaders)

Action: Increase TCS/Infosys allocation, book profits systematically

Sideways Market (Range-bound)

Expected Impact: Stock picking becomes crucial

Action: Focus on momentum leaders, trade ranges

Trading Strategy Integration: Beyond Buy & Hold

The technical analysis from these 5 prompts enables sophisticated trading strategies beyond simple buy-and-hold:

🎯 Momentum-Based Position Sizing

Instead of equal weighting, allocate based on momentum scores:

📈 Technical Rebalancing Triggers

Set specific technical levels to trigger rebalancing actions:

Portfolio X Technical Triggers

  • TCS: Add 2% allocation if it breaks ₹4,200 with volume
  • HDFC Bank: Reduce by 3% if it breaks ₹1,600 support
  • Reliance: Exit completely if it breaks ₹2,400 support
  • Nifty: Reduce overall exposure if Nifty breaks 50-day moving average

⚡ Dynamic Stop-Loss Management

Use technical levels for intelligent stop-loss placement:

⚠️ Risk Management Reminder

Technical analysis enhances decision-making but never guarantees outcomes. Always maintain proper position sizing and never risk more than 2-3% of portfolio value on any single technical trade setup.

Master Technical Analysis with Our Complete Toolkit

Take your portfolio analysis to the next level with our comprehensive resources and downloadable guides.

🎯 Advanced Technical Analysis Resources

Download our complete collection of technical analysis prompts, indicator guides, and Portfolio X case study templates.

📥 Download All 5 Technical Prompts 📊 Get Portfolio Template

🚀 Continue Your AI Portfolio Mastery Journey

This is Part 2 of our comprehensive 3-part series. Each part builds on the previous to create a complete AI-powered portfolio management system.

📚 Review Part 1: Foundation Analysis ⏳ Part 3: Strategic Optimization (Coming Soon)

🎓 Master Finmagine's Technical Analysis Tools

Apply these concepts using our professional-grade technical analysis platform with 22+ interactive tools.

🛠️ Launch Technical Analysis Dashboard 📊 Try Momentum Screener

⚠️ Important Investment Disclaimers

Educational Purpose Only:

This content is for educational purposes only and does not constitute personalized financial advice. All AI portfolio analysis strategies carry significant risk, including potential loss of principal. The strategies and examples mentioned (such as Portfolio X analysis) represent historical performance that does not guarantee future results.

Trading Risk Warning:

AI-powered portfolio analysis involves complex strategies and market timing decisions, which can be highly volatile and risky. Market conditions change rapidly, and what worked historically may not work in the future. Past performance is not indicative of future results. Every trading strategy experiences both profits and losses.

Technical Analysis Limitations:

Technical indicators like RSI, MACD, EMA and trend analysis are tools, not guarantees. They can generate false signals. No strategy wins 100% of the time. AI analysis methods can result in immediate losses if market conditions fail to sustain expected patterns.

Not Investment Recommendations:

Specific stocks mentioned (Portfolio X holdings, sector examples, etc.) are examples for educational illustration only. They are not recommendations to buy or sell securities. Market conditions for these stocks may have changed significantly since publication.

MCP Integration Disclaimer:

Model Context Protocol (MCP) integrations with Zerodha and Groww provide real-time data access but do not guarantee data accuracy or trading success. Always verify information through official broker platforms. MCP connections may experience technical issues or data delays.

Position Sizing Warning:

The recommended portfolio analysis approach may not be suitable for all investors. Concentration risk can amplify losses. Never invest more than you can afford to lose, and always maintain adequate emergency funds outside your trading capital.

Consult a Professional:

Before implementing any AI portfolio analysis strategy, consult with a qualified, SEBI-registered financial advisor who understands your complete financial situation, risk tolerance, and investment objectives.

No Warranty:

Finmagine makes no warranties about the completeness, reliability, or accuracy of this information. Any action you take based on the information presented is strictly at your own risk and responsibility.