diff --git a/README.md b/README.md
index da06987..369b120 100644
--- a/README.md
+++ b/README.md
@@ -116,7 +116,7 @@ The [`examples/`](examples/) folder contains ready-to-run scripts covering commo
 
 ## Interactive Examples
 
-The [interactive-examples/](interactive-examples/) directory contains 47 ready-to-run CLI scripts across 8 categories: instrument search, futures basis, options strategies, options analytics, arbitrage, historical analysis, portfolio screening, and market data. See the [interactive-examples README](interactive-examples/README.md) for details.
+The [interactive_examples/](interactive_examples/) directory contains 47 ready-to-run CLI scripts across 8 categories: instrument search, futures basis, options strategies, options analytics, arbitrage, historical analysis, portfolio screening, and market data. See the [interactive_examples README](interactive_examples/README.md) for details.
 
 The [`examples/strategies/`](examples/strategies/) folder is organized by market outlook:
 
diff --git a/examples/README.md b/examples/README.md
index 33be678..f85e1f9 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -99,7 +99,7 @@ Each strategy script searches for the required Nifty 50 option legs using the In
 
 ## Interactive Examples
 
-For 47 complete, runnable CLI scripts covering instrument search, futures spreads, options strategies, options analytics, arbitrage, historical analysis, and more, see the [interactive-examples/](../interactive-examples/) directory.
+For 47 complete, runnable CLI scripts covering instrument search, futures spreads, options strategies, options analytics, arbitrage, historical analysis, and more, see the [interactive_examples/](../interactive_examples/) directory.
 
 ## Documentation
 
diff --git a/interactive-examples/README.md b/interactive_examples/README.md
similarity index 99%
rename from interactive-examples/README.md
rename to interactive_examples/README.md
index c0f4a54..5b8820e 100644
--- a/interactive-examples/README.md
+++ b/interactive_examples/README.md
@@ -10,7 +10,7 @@
 ## Quick Start
 
 ```bash
-cd interactive-examples
+cd interactive_examples
 pip install -r requirements.txt
 python instrument_search/search_equity.py --token <TOKEN> --query RELIANCE
 ```
@@ -207,7 +207,7 @@ python market_data/live_depth_mcx.py --token <TOKEN>    # Ctrl-C to stop
 ## Project Structure
 
 ```
-interactive-examples/
+interactive_examples/
 ├── utils.py                          # Shared helpers — SDK client, search, quotes, history
 ├── test_runner.py                    # Automated test harness for all examples
 ├── requirements.txt
diff --git a/interactive-examples/arbitrage/currency_futures_spread.py b/interactive_examples/arbitrage/currency_futures_spread.py
similarity index 100%
rename from interactive-examples/arbitrage/currency_futures_spread.py
rename to interactive_examples/arbitrage/currency_futures_spread.py
diff --git a/interactive-examples/arbitrage/etf_vs_index.py b/interactive_examples/arbitrage/etf_vs_index.py
similarity index 100%
rename from interactive-examples/arbitrage/etf_vs_index.py
rename to interactive_examples/arbitrage/etf_vs_index.py
diff --git a/interactive-examples/arbitrage/nse_bse_arbitrage.py b/interactive_examples/arbitrage/nse_bse_arbitrage.py
similarity index 100%
rename from interactive-examples/arbitrage/nse_bse_arbitrage.py
rename to interactive_examples/arbitrage/nse_bse_arbitrage.py
diff --git a/interactive-examples/futures_basis/banknifty_futures_spread.py b/interactive_examples/futures_basis/banknifty_futures_spread.py
similarity index 100%
rename from interactive-examples/futures_basis/banknifty_futures_spread.py
rename to interactive_examples/futures_basis/banknifty_futures_spread.py
diff --git a/interactive-examples/futures_basis/cash_futures_basis.py b/interactive_examples/futures_basis/cash_futures_basis.py
similarity index 100%
rename from interactive-examples/futures_basis/cash_futures_basis.py
rename to interactive_examples/futures_basis/cash_futures_basis.py
diff --git a/interactive-examples/futures_basis/futures_roll_cost.py b/interactive_examples/futures_basis/futures_roll_cost.py
similarity index 100%
rename from interactive-examples/futures_basis/futures_roll_cost.py
rename to interactive_examples/futures_basis/futures_roll_cost.py
diff --git a/interactive-examples/futures_basis/mcx_crude_spread.py b/interactive_examples/futures_basis/mcx_crude_spread.py
similarity index 100%
rename from interactive-examples/futures_basis/mcx_crude_spread.py
rename to interactive_examples/futures_basis/mcx_crude_spread.py
diff --git a/interactive-examples/futures_basis/nifty_futures_spread.py b/interactive_examples/futures_basis/nifty_futures_spread.py
similarity index 100%
rename from interactive-examples/futures_basis/nifty_futures_spread.py
rename to interactive_examples/futures_basis/nifty_futures_spread.py
diff --git a/interactive-examples/historical_analysis/beta_calculator.py b/interactive_examples/historical_analysis/beta_calculator.py
similarity index 100%
rename from interactive-examples/historical_analysis/beta_calculator.py
rename to interactive_examples/historical_analysis/beta_calculator.py
diff --git a/interactive-examples/historical_analysis/historical_candle.py b/interactive_examples/historical_analysis/historical_candle.py
similarity index 100%
rename from interactive-examples/historical_analysis/historical_candle.py
rename to interactive_examples/historical_analysis/historical_candle.py
diff --git a/interactive-examples/historical_analysis/historical_volatility.py b/interactive_examples/historical_analysis/historical_volatility.py
similarity index 100%
rename from interactive-examples/historical_analysis/historical_volatility.py
rename to interactive_examples/historical_analysis/historical_volatility.py
diff --git a/interactive-examples/historical_analysis/moving_average.py b/interactive_examples/historical_analysis/moving_average.py
similarity index 100%
rename from interactive-examples/historical_analysis/moving_average.py
rename to interactive_examples/historical_analysis/moving_average.py
diff --git a/interactive-examples/historical_analysis/stock_correlation.py b/interactive_examples/historical_analysis/stock_correlation.py
similarity index 100%
rename from interactive-examples/historical_analysis/stock_correlation.py
rename to interactive_examples/historical_analysis/stock_correlation.py
diff --git a/interactive-examples/historical_analysis/vwap.py b/interactive_examples/historical_analysis/vwap.py
similarity index 100%
rename from interactive-examples/historical_analysis/vwap.py
rename to interactive_examples/historical_analysis/vwap.py
diff --git a/interactive-examples/historical_analysis/week_52_high_low.py b/interactive_examples/historical_analysis/week_52_high_low.py
similarity index 100%
rename from interactive-examples/historical_analysis/week_52_high_low.py
rename to interactive_examples/historical_analysis/week_52_high_low.py
diff --git a/interactive-examples/instrument_search/search_equity.py b/interactive_examples/instrument_search/search_equity.py
similarity index 100%
rename from interactive-examples/instrument_search/search_equity.py
rename to interactive_examples/instrument_search/search_equity.py
diff --git a/interactive-examples/instrument_search/search_futures.py b/interactive_examples/instrument_search/search_futures.py
similarity index 100%
rename from interactive-examples/instrument_search/search_futures.py
rename to interactive_examples/instrument_search/search_futures.py
diff --git a/interactive-examples/instrument_search/search_options.py b/interactive_examples/instrument_search/search_options.py
similarity index 100%
rename from interactive-examples/instrument_search/search_options.py
rename to interactive_examples/instrument_search/search_options.py
diff --git a/interactive-examples/market_data/intraday_chart.py b/interactive_examples/market_data/intraday_chart.py
similarity index 100%
rename from interactive-examples/market_data/intraday_chart.py
rename to interactive_examples/market_data/intraday_chart.py
diff --git a/interactive-examples/market_data/live_depth.py b/interactive_examples/market_data/live_depth.py
similarity index 100%
rename from interactive-examples/market_data/live_depth.py
rename to interactive_examples/market_data/live_depth.py
diff --git a/interactive-examples/market_data/live_depth_d30.py b/interactive_examples/market_data/live_depth_d30.py
similarity index 100%
rename from interactive-examples/market_data/live_depth_d30.py
rename to interactive_examples/market_data/live_depth_d30.py
diff --git a/interactive-examples/market_data/live_depth_mcx.py b/interactive_examples/market_data/live_depth_mcx.py
similarity index 100%
rename from interactive-examples/market_data/live_depth_mcx.py
rename to interactive_examples/market_data/live_depth_mcx.py
diff --git a/interactive-examples/market_data/live_depth_usdinr.py b/interactive_examples/market_data/live_depth_usdinr.py
similarity index 100%
rename from interactive-examples/market_data/live_depth_usdinr.py
rename to interactive_examples/market_data/live_depth_usdinr.py
diff --git a/interactive-examples/market_data/market_holidays.py b/interactive_examples/market_data/market_holidays.py
similarity index 100%
rename from interactive-examples/market_data/market_holidays.py
rename to interactive_examples/market_data/market_holidays.py
diff --git a/interactive-examples/market_data/market_status.py b/interactive_examples/market_data/market_status.py
similarity index 100%
rename from interactive-examples/market_data/market_status.py
rename to interactive_examples/market_data/market_status.py
diff --git a/interactive-examples/market_data/market_timings.py b/interactive_examples/market_data/market_timings.py
similarity index 100%
rename from interactive-examples/market_data/market_timings.py
rename to interactive_examples/market_data/market_timings.py
diff --git a/interactive-examples/options_analytics/expiry_decay.py b/interactive_examples/options_analytics/expiry_decay.py
similarity index 100%
rename from interactive-examples/options_analytics/expiry_decay.py
rename to interactive_examples/options_analytics/expiry_decay.py
diff --git a/interactive-examples/options_analytics/gamma_exposure.py b/interactive_examples/options_analytics/gamma_exposure.py
similarity index 100%
rename from interactive-examples/options_analytics/gamma_exposure.py
rename to interactive_examples/options_analytics/gamma_exposure.py
diff --git a/interactive-examples/options_analytics/implied_move.py b/interactive_examples/options_analytics/implied_move.py
similarity index 100%
rename from interactive-examples/options_analytics/implied_move.py
rename to interactive_examples/options_analytics/implied_move.py
diff --git a/interactive-examples/options_analytics/iv_percentile.py b/interactive_examples/options_analytics/iv_percentile.py
similarity index 100%
rename from interactive-examples/options_analytics/iv_percentile.py
rename to interactive_examples/options_analytics/iv_percentile.py
diff --git a/interactive-examples/options_analytics/max_pain_calculator.py b/interactive_examples/options_analytics/max_pain_calculator.py
similarity index 100%
rename from interactive-examples/options_analytics/max_pain_calculator.py
rename to interactive_examples/options_analytics/max_pain_calculator.py
diff --git a/interactive-examples/options_analytics/oi_skew.py b/interactive_examples/options_analytics/oi_skew.py
similarity index 100%
rename from interactive-examples/options_analytics/oi_skew.py
rename to interactive_examples/options_analytics/oi_skew.py
diff --git a/interactive-examples/options_analytics/option_chain_native.py b/interactive_examples/options_analytics/option_chain_native.py
similarity index 100%
rename from interactive-examples/options_analytics/option_chain_native.py
rename to interactive_examples/options_analytics/option_chain_native.py
diff --git a/interactive-examples/options_analytics/option_greeks.py b/interactive_examples/options_analytics/option_greeks.py
similarity index 100%
rename from interactive-examples/options_analytics/option_greeks.py
rename to interactive_examples/options_analytics/option_greeks.py
diff --git a/interactive-examples/options_analytics/options_chain_builder.py b/interactive_examples/options_analytics/options_chain_builder.py
similarity index 100%
rename from interactive-examples/options_analytics/options_chain_builder.py
rename to interactive_examples/options_analytics/options_chain_builder.py
diff --git a/interactive-examples/options_analytics/pcr_trend.py b/interactive_examples/options_analytics/pcr_trend.py
similarity index 100%
rename from interactive-examples/options_analytics/pcr_trend.py
rename to interactive_examples/options_analytics/pcr_trend.py
diff --git a/interactive-examples/options_analytics/volatility_skew.py b/interactive_examples/options_analytics/volatility_skew.py
similarity index 100%
rename from interactive-examples/options_analytics/volatility_skew.py
rename to interactive_examples/options_analytics/volatility_skew.py
diff --git a/interactive-examples/options_strategies/bull_call_spread.py b/interactive_examples/options_strategies/bull_call_spread.py
similarity index 100%
rename from interactive-examples/options_strategies/bull_call_spread.py
rename to interactive_examples/options_strategies/bull_call_spread.py
diff --git a/interactive-examples/options_strategies/butterfly_spread.py b/interactive_examples/options_strategies/butterfly_spread.py
similarity index 100%
rename from interactive-examples/options_strategies/butterfly_spread.py
rename to interactive_examples/options_strategies/butterfly_spread.py
diff --git a/interactive-examples/options_strategies/calendar_spread_options.py b/interactive_examples/options_strategies/calendar_spread_options.py
similarity index 100%
rename from interactive-examples/options_strategies/calendar_spread_options.py
rename to interactive_examples/options_strategies/calendar_spread_options.py
diff --git a/interactive-examples/options_strategies/iron_condor_setup.py b/interactive_examples/options_strategies/iron_condor_setup.py
similarity index 100%
rename from interactive-examples/options_strategies/iron_condor_setup.py
rename to interactive_examples/options_strategies/iron_condor_setup.py
diff --git a/interactive-examples/options_strategies/put_call_parity.py b/interactive_examples/options_strategies/put_call_parity.py
similarity index 100%
rename from interactive-examples/options_strategies/put_call_parity.py
rename to interactive_examples/options_strategies/put_call_parity.py
diff --git a/interactive-examples/options_strategies/straddle_pricer.py b/interactive_examples/options_strategies/straddle_pricer.py
similarity index 100%
rename from interactive-examples/options_strategies/straddle_pricer.py
rename to interactive_examples/options_strategies/straddle_pricer.py
diff --git a/interactive-examples/options_strategies/strangle_pricer.py b/interactive_examples/options_strategies/strangle_pricer.py
similarity index 100%
rename from interactive-examples/options_strategies/strangle_pricer.py
rename to interactive_examples/options_strategies/strangle_pricer.py
diff --git a/interactive-examples/portfolio_screening/futures_oi_buildup.py b/interactive_examples/portfolio_screening/futures_oi_buildup.py
similarity index 100%
rename from interactive-examples/portfolio_screening/futures_oi_buildup.py
rename to interactive_examples/portfolio_screening/futures_oi_buildup.py
diff --git a/interactive-examples/portfolio_screening/sector_index_comparison.py b/interactive_examples/portfolio_screening/sector_index_comparison.py
similarity index 100%
rename from interactive-examples/portfolio_screening/sector_index_comparison.py
rename to interactive_examples/portfolio_screening/sector_index_comparison.py
diff --git a/interactive-examples/portfolio_screening/top_volume_stocks.py b/interactive_examples/portfolio_screening/top_volume_stocks.py
similarity index 100%
rename from interactive-examples/portfolio_screening/top_volume_stocks.py
rename to interactive_examples/portfolio_screening/top_volume_stocks.py
diff --git a/interactive-examples/requirements.txt b/interactive_examples/requirements.txt
similarity index 100%
rename from interactive-examples/requirements.txt
rename to interactive_examples/requirements.txt
diff --git a/interactive-examples/test_runner.py b/interactive_examples/test_runner.py
similarity index 100%
rename from interactive-examples/test_runner.py
rename to interactive_examples/test_runner.py
diff --git a/interactive-examples/utils.py b/interactive_examples/utils.py
similarity index 100%
rename from interactive-examples/utils.py
rename to interactive_examples/utils.py