diff --git a/scripts/derive_galileo_gas_parameter/.env.example b/scripts/derive_galileo_gas_parameter/.env.example
new file mode 100644
index 0000000000..238cee4367
--- /dev/null
+++ b/scripts/derive_galileo_gas_parameter/.env.example
@@ -0,0 +1,3 @@
+SCROLL_URL=https://rpc.scroll.io
+MAINNET_URL=https://eth-mainnet.g.alchemy.com/v2/YOUR_API_KEY
+BEACON_URL=https://eth-mainnet-beacon.g.alchemy.com/v2/YOUR_API_KEY
diff --git a/scripts/derive_galileo_gas_parameter/.gitignore b/scripts/derive_galileo_gas_parameter/.gitignore
new file mode 100644
index 0000000000..9b0509c16d
--- /dev/null
+++ b/scripts/derive_galileo_gas_parameter/.gitignore
@@ -0,0 +1,41 @@
+# Environment variables (contains API keys)
+.env
+
+# Cached data files
+*.pkl
+
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Virtual environments
+.venv
+venv/
+ENV/
+
+# IDE
+.idea/
+.vscode/
+*.swp
+*.swo
+
+# Logs
+*.log
diff --git a/scripts/derive_galileo_gas_parameter/README.md b/scripts/derive_galileo_gas_parameter/README.md
new file mode 100644
index 0000000000..121dfc48ec
--- /dev/null
+++ b/scripts/derive_galileo_gas_parameter/README.md
@@ -0,0 +1,54 @@
+# Galileo Gas Parameter Derivation
+
+Derives L1 fee parameters (`commit_scalar`, `blob_scalar`, `penalty_multiplier`) for Scroll's Galileo upgrade by analyzing historical on-chain data.
+
+## Prerequisites
+
+- Python 3.10+
+- pipenv
+- gcc and python3-devel
+
+```bash
+# Ubuntu/Debian
+sudo apt install python3-dev gcc
+# Fedora/RHEL
+sudo dnf install python3-devel gcc
+```
+
+## Installation
+
+```bash
+cd scripts/derive_galileo_gas_parameter
+pipenv install
+```
+
+## Running
+
+### 1. Create `.env` file
+
+```bash
+SCROLL_URL=https://rpc.scroll.io
+MAINNET_URL=https://eth-mainnet.g.alchemy.com/v2/YOUR_API_KEY
+BEACON_URL=https://eth-mainnet-beacon.g.alchemy.com/v2/YOUR_API_KEY
+```
+
+### 2. Usage
+
+```bash
+# Collect data from 30 recent batches
+pipenv run python -u derive_galileo_gas_parameter.py --mode collect --n-batches 30
+
+# Load previously cached data
+pipenv run python -u derive_galileo_gas_parameter.py --mode load --start-batch 494041 --end-batch 494070
+```
+
+**Options:**
+- `--mode {collect,load}` - Collect new data or load from cache (required)
+- `--n-batches N` - Number of batches to collect (default: 30)
+- `--start-batch N` / `--end-batch N` - Batch range for load mode
+- `--target-penalty FLOAT` - Target penalty at P95 (default: 0.1 = 10%)
+- `--penalty-multiplier FLOAT` - Use fixed penalty multiplier instead of calculating
+
+### 3. Cached Data
+
+Collected data is saved to `galileo_data_batch_{start}_{end}.pkl` for re-analysis without re-fetching from RPC. Use `--mode load` to reload.
diff --git a/scripts/derive_galileo_gas_parameter/derive_galileo_gas_parameter.py b/scripts/derive_galileo_gas_parameter/derive_galileo_gas_parameter.py
index 32e262effa..d82b24b7d6 100644
--- a/scripts/derive_galileo_gas_parameter/derive_galileo_gas_parameter.py
+++ b/scripts/derive_galileo_gas_parameter/derive_galileo_gas_parameter.py
@@ -32,12 +32,15 @@
 # Read RPC endpoints from environment variables
 mainnet_url = os.getenv('MAINNET_URL', '')
 scroll_url = os.getenv('SCROLL_URL', 'https://rpc.scroll.io')
+beacon_url = os.getenv('BEACON_URL', '')
 
 # Validate that environment variables are set
 if not mainnet_url:
     raise ValueError("MAINNET_URL environment variable is not set. Please set it to your Ethereum mainnet RPC endpoint.")
 if not scroll_url:
     raise ValueError("SCROLL_URL environment variable is not set. Please set it to your Scroll RPC endpoint.")
+if not beacon_url:
+    raise ValueError("BEACON_URL environment variable is not set. Please set it to your Ethereum beacon chain RPC endpoint.")
 
 # EtherFi contract addresses (lowercase for comparison)
 ETHERFI_SPEND_ADDRESS = "0x7ca0b75e67e33c0014325b739a8d019c4fe445f0"
@@ -465,7 +468,7 @@ def collect_batch_data(n_batches=30, width=5, start_time=None):
     print("=" * 60)
 
     # Get L1 head
-    mainnet_beacon_url = "https://eth-mainnetbeacon.g.alchemy.com/v2/Lzj9QLupql91nuRFYAosy"
+    mainnet_beacon_url = beacon_url
     l1_head = latest_finalized_event_block(width)
     beacon_head_slot = beacon_head(l1_head, mainnet_beacon_url)