diff --git a/push_changes.bat b/push_changes.bat
new file mode 100644
index 0000000..a913983
--- /dev/null
+++ b/push_changes.bat
@@ -0,0 +1,19 @@
+@echo off
+cd /d "c:\Users\hp\Desktop\wave7\stellarflow-contracts-1"
+
+:: Create and checkout new branch
+git checkout -b feature/dynamic-fees
+
+:: Add all modified files
+git add src/fees.rs src/lib.rs src/amm/invariant.rs
+
+:: Commit changes
+git commit -m "Implement dynamic trading fee adjustment (0.05%%-0.30%%) based on pool volume shifts
+
+- Add VolumeHistory and DynamicFeeState structs to track volume and fees
+- Implement automatic fee adjustment based on volume delta (>50%% increase, >30%% decrease)
+- Integrate dynamic fee deduction with swap output calculation
+- Add admin configuration for fee parameters"
+
+:: Push branch (you may need to specify your remote name, usually 'origin')
+echo "Branch created and committed. To push, run: git push -u origin feature/dynamic-fees"
\ No newline at end of file
diff --git a/src/amm/invariant.rs b/src/amm/invariant.rs
index 5b96ac5..eb84cb8 100644
--- a/src/amm/invariant.rs
+++ b/src/amm/invariant.rs
@@ -74,24 +74,41 @@ fn mul_div(numerator: u128, denominator: u128, divisor: u128) -> Result<u128, Co
     Ok(quot)
 }
 
-/// Compute the output amount for a constant-product swap.
+/// Compute the output amount for a constant-product swap with dynamic fee deduction.
 ///
-/// Formula: `out = reserve_out * amount_in / (reserve_in + amount_in)`
-///
-/// The result is rounded down (floor division) so that the pool never loses
-/// value — the invariant `k` is guaranteed to be non-decreasing.
+/// First calculates the raw output, then applies the dynamic fee to get the final amount
+/// sent to the trader. Fees are accumulated in the pool to benefit liquidity providers.
 pub fn compute_swap_out(
+    env: &crate::Env,
+    asset: crate::AssetId,
     amount_in: u128,
     reserve_in: u128,
     reserve_out: u128,
-) -> Result<u128, ContractError> {
+) -> Result<(u128, u128), ContractError> {
     if amount_in == 0 || reserve_in == 0 || reserve_out == 0 {
         return Err(ContractError::InvalidInput);
     }
+    
+    // Update volume history and get current dynamic fee
+    let fee_bps = crate::TimeLockedUpgradeContract::update_volume_and_get_fee(
+        env, 
+        asset, 
+        amount_in as u64
+    )?;
+    
+    // Calculate raw output before fees
     let denominator = reserve_in
         .checked_add(amount_in)
         .ok_or(ContractError::Overflow)?;
-    mul_div(reserve_out, amount_in, denominator)
+    let raw_output = mul_div(reserve_out, amount_in, denominator)?;
+    
+    // Apply dynamic fee deduction
+    let (amount_after_fees, fee_amount) = crate::TimeLockedUpgradeContract::calculate_and_deduct_fee(
+        raw_output, 
+        fee_bps
+    )?;
+    
+    Ok((amount_after_fees, fee_amount))
 }
 
 /// Compute the amount of LP shares to mint for a liquidity deposit.
@@ -331,4 +348,4 @@ mod tests {
         assert!(amount_out > 0);
         assert_invariant_stable(reserve_in, reserve_out, amount_in, amount_out).unwrap();
     }
-}
+}
\ No newline at end of file
diff --git a/src/fees.rs b/src/fees.rs
index a448d08..4440840 100644
--- a/src/fees.rs
+++ b/src/fees.rs
@@ -31,6 +31,48 @@ pub struct CorridorFeePool {
 #[contracttype]
 pub enum FeesStorageKey {
     CorridorPool(AssetId),
+    VolumeHistory(AssetId),
+    DynamicFee(AssetId),
+}
+
+/// Historical volume tracking to calculate volume delta
+#[contracttype]
+#[derive(Clone, Debug, PartialEq)]
+pub struct VolumeHistory {
+    pub previous_period_volume: u64,
+    pub current_period_volume: u64,
+    pub last_updated: u64, // timestamp when period was last rotated
+}
+
+impl VolumeHistory {
+    fn new() -> Self {
+        Self {
+            previous_period_volume: 0,
+            current_period_volume: 0,
+            last_updated: 0,
+        }
+    }
+}
+
+/// Dynamic fee configuration and current state
+#[contracttype]
+#[derive(Clone, Debug, PartialEq)]
+pub struct DynamicFeeState {
+    pub min_fee_bps: u32,  // 5 = 0.05%
+    pub max_fee_bps: u32,  // 30 = 0.30%
+    pub current_fee_bps: u32,
+    pub period_seconds: u64, // how often to recalculate (default: 3600 = 1 hour)
+}
+
+impl DynamicFeeState {
+    fn new() -> Self {
+        Self {
+            min_fee_bps: 5,    // 0.05%
+            max_fee_bps: 30,   // 0.30%
+            current_fee_bps: 5, // start at minimum
+            period_seconds: 3600, // 1 hour recalculation period
+        }
+    }
 }
 
 impl CorridorFeePool {
@@ -204,6 +246,136 @@ pub fn get_corridor_fee_pool(env: Env, asset: AssetId) -> CorridorFeePool {
         .unwrap_or(CorridorFeePool::new(asset))
 }
 
+/// Update volume history and recalculate dynamic fee if period has elapsed
+pub fn update_volume_and_adjust_fee(env: &Env, asset: AssetId, trade_volume: u64) -> Result<u32, ContractError> {
+    let volume_key = FeesStorageKey::VolumeHistory(asset.clone());
+    let fee_key = FeesStorageKey::DynamicFee(asset.clone());
+    
+    let mut volume_history: VolumeHistory = env.storage()
+        .instance()
+        .get(&volume_key)
+        .unwrap_or(VolumeHistory::new());
+    
+    let mut dynamic_fee: DynamicFeeState = env.storage()
+        .instance()
+        .get(&fee_key)
+        .unwrap_or(DynamicFeeState::new());
+    
+    let current_timestamp = env.ledger().timestamp();
+    
+    // Check if we need to rotate to a new period
+    if current_timestamp >= volume_history.last_updated + dynamic_fee.period_seconds {
+        // Move current volume to previous, reset current
+        volume_history.previous_period_volume = volume_history.current_period_volume;
+        volume_history.current_period_volume = trade_volume;
+        volume_history.last_updated = current_timestamp;
+        
+        // Calculate volume delta and adjust fee
+        let new_fee = calculate_dynamic_fee(&volume_history, &dynamic_fee)?;
+        dynamic_fee.current_fee_bps = new_fee;
+    } else {
+        // Still in the same period, just add to current volume
+        volume_history.current_period_volume = volume_history.current_period_volume
+            .checked_add(trade_volume)
+            .ok_or(ContractError::MathOverflow)?;
+    }
+    
+    // Save updated state
+    env.storage().instance().set(&volume_key, &volume_history);
+    env.storage().instance().set(&fee_key, &dynamic_fee);
+    
+    Ok(dynamic_fee.current_fee_bps)
+}
+
+/// Calculate volume delta between periods and adjust fee within bounds
+fn calculate_dynamic_fee(volume_history: &VolumeHistory, dynamic_fee: &DynamicFeeState) -> Result<u32, ContractError> {
+    // If no previous volume, keep current fee
+    if volume_history.previous_period_volume == 0 {
+        return Ok(dynamic_fee.current_fee_bps);
+    }
+    
+    // Calculate volume change ratio (current / previous)
+    let volume_delta = volume_history.current_period_volume as f64 / volume_history.previous_period_volume as f64;
+    
+    // Adjust fee based on volume changes:
+    // - Volume spiked > 50%: increase fee to reduce congestion
+    // - Volume dropped > 30%: decrease fee to attract more trading
+    let new_fee_bps = if volume_delta > 1.5 {
+        // Volume increased significantly - raise fee
+        dynamic_fee.current_fee_bps.saturating_add(5)
+    } else if volume_delta < 0.7 {
+        // Volume decreased significantly - lower fee
+        dynamic_fee.current_fee_bps.saturating_sub(5)
+    } else {
+        // No significant change - keep current fee
+        dynamic_fee.current_fee_bps
+    };
+    
+    // Clamp fee to within allowed range [0.05%, 0.30%] = [5bps, 30bps]
+    Ok(new_fee_bps.clamp(dynamic_fee.min_fee_bps, dynamic_fee.max_fee_bps))
+}
+
+/// Get the current dynamic fee for an asset
+pub fn get_current_dynamic_fee(env: &Env, asset: AssetId) -> u32 {
+    let fee_key = FeesStorageKey::DynamicFee(asset);
+    let dynamic_fee: DynamicFeeState = env.storage()
+        .instance()
+        .get(&fee_key)
+        .unwrap_or(DynamicFeeState::new());
+    dynamic_fee.current_fee_bps
+}
+
+/// Calculate and deduct dynamic fee from a trade amount
+pub fn calculate_and_deduct_fee(amount: u128, fee_bps: u32) -> Result<(u128, u128), ContractError> {
+    // Fee is calculated as (amount * fee_bps) / 10000 (since bps is 1/100th of a percent)
+    let fee_amount = amount
+        .checked_mul(fee_bps as u128)
+        .ok_or(ContractError::Overflow)?
+        .checked_div(10000)
+        .ok_or(ContractError::DivisionByZero)?;
+    
+    let amount_after_fees = amount
+        .checked_sub(fee_amount)
+        .ok_or(ContractError::MathOverflow)?;
+    
+    Ok((amount_after_fees, fee_amount))
+}
+
+/// Admin function to update dynamic fee configuration
+pub fn set_dynamic_fee_config(
+    env: &Env,
+    caller: &Address,
+    asset: AssetId,
+    min_fee_bps: u32,
+    max_fee_bps: u32,
+    period_seconds: u64,
+) -> Result<(), ContractError> {
+    use crate::auth::_require_authorized;
+    _require_authorized(env, caller);
+    
+    // Validate bounds
+    if min_fee_bps < 5 || max_fee_bps > 30 || min_fee_bps >= max_fee_bps {
+        return Err(ContractError::InvalidVarianceConfig);
+    }
+    if period_seconds < 300 { // Minimum 5 minutes to prevent excessive recalculations
+        return Err(ContractError::InvalidVarianceConfig);
+    }
+    
+    let fee_key = FeesStorageKey::DynamicFee(asset);
+    let mut dynamic_fee: DynamicFeeState = env.storage()
+        .instance()
+        .get(&fee_key)
+        .unwrap_or(DynamicFeeState::new());
+    
+    dynamic_fee.min_fee_bps = min_fee_bps;
+    dynamic_fee.max_fee_bps = max_fee_bps;
+    dynamic_fee.period_seconds = period_seconds;
+    
+    env.storage().instance().set(&fee_key, &dynamic_fee);
+    
+    Ok(())
+}
+
 // ---------------------------------------------------------------------------
 // Corridor weight profile functions — independent access control (issue #530)
 // ---------------------------------------------------------------------------
@@ -427,4 +599,4 @@ mod tests {
             Err(ContractError::Overflow)
         );
     }
-}
+}
\ No newline at end of file
diff --git a/src/lib.rs b/src/lib.rs
index c4c7bcb..33fb40b 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -693,8 +693,35 @@ impl TimeLockedUpgradeContract {
         Ok(pool)
     }
 
-    pub fn get_corridor_fee_pool(env: Env, asset: AssetId) -> fees::CorridorFeePool {
-        fees::get_corridor_fee_pool(env, asset)
+    pub fn get_corridor_fee_pool(env: Env, asset: AssetId) -> CorridorFeePool {
+        crate::fees::get_corridor_fee_pool(env, asset)
+    }
+
+    /// Get the current dynamic trading fee for an asset (in basis points)
+    pub fn get_current_dynamic_fee(env: Env, asset: AssetId) -> u32 {
+        crate::fees::get_current_dynamic_fee(&env, asset)
+    }
+
+    /// Admin function to configure dynamic fee parameters
+    pub fn set_dynamic_fee_config(
+        env: Env,
+        caller: Address,
+        asset: AssetId,
+        min_fee_bps: u32,
+        max_fee_bps: u32,
+        period_seconds: u64,
+    ) -> Result<(), ContractError> {
+        crate::fees::set_dynamic_fee_config(&env, &caller, asset, min_fee_bps, max_fee_bps, period_seconds)
+    }
+
+    /// Update volume history and get the current dynamic fee (called internally during swaps)
+    pub(crate) fn update_volume_and_get_fee(env: &Env, asset: AssetId, trade_volume: u64) -> Result<u32, ContractError> {
+        crate::fees::update_volume_and_adjust_fee(env, asset, trade_volume)
+    }
+
+    /// Calculate and deduct the dynamic fee from a trade amount
+    pub(crate) fn calculate_and_deduct_fee(amount: u128, fee_bps: u32) -> Result<(u128, u128), ContractError> {
+        crate::fees::calculate_and_deduct_fee(amount, fee_bps)
     }
 
     pub fn set_corridor_weight(
@@ -1388,4 +1415,4 @@ mod query_guardrail_tests {
 
 // Integration tests for issue #525 live in `src/slashing.rs`.
 #[cfg(test)]
-mod test;
+mod test;
\ No newline at end of file