diff --git a/scripts/compare_encoder.py b/scripts/compare_encoder.py
index a8e0475..68795ea 100644
--- a/scripts/compare_encoder.py
+++ b/scripts/compare_encoder.py
@@ -1,3 +1,8 @@
+#!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "numpy", "safetensors"]
+# ///
 """Compare C++ encoder intermediate outputs with PyTorch reference.
 Uses same weights from safetensors to build PyTorch reference.
 """
diff --git a/scripts/compare_features.py b/scripts/compare_features.py
index c9e7b4d..40fd413 100644
--- a/scripts/compare_features.py
+++ b/scripts/compare_features.py
@@ -1,3 +1,8 @@
+#!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "torchaudio", "numpy"]
+# ///
 """Compare C++ and Python mel features with NeMo-compatible preprocessing."""
 import torch
 import torchaudio
diff --git a/scripts/convert_nemo.py b/scripts/convert_nemo.py
index c6fe520..c6a83cf 100644
--- a/scripts/convert_nemo.py
+++ b/scripts/convert_nemo.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "safetensors", "packaging", "numpy"]
+# ///
 """Convert NeMo Parakeet checkpoints to safetensors for axiom.
 
 Supported models:
diff --git a/scripts/debug_encoder.py b/scripts/debug_encoder.py
index 389e38a..584c787 100644
--- a/scripts/debug_encoder.py
+++ b/scripts/debug_encoder.py
@@ -1,3 +1,8 @@
+#!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "torchaudio", "numpy", "safetensors"]
+# ///
 """Compare C++ encoder output with PyTorch reference, layer by layer.
 Uses safetensors weights directly with PyTorch, no NeMo dependency.
 """
diff --git a/scripts/extract_vocab.py b/scripts/extract_vocab.py
index adabf5e..fcfea35 100644
--- a/scripts/extract_vocab.py
+++ b/scripts/extract_vocab.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = []
+# ///
 """Extract SentencePiece vocabulary from a NeMo archive.
 
 Usage:
diff --git a/scripts/nemo_inference.py b/scripts/nemo_inference.py
index 68fc1f7..d5ad2c4 100644
--- a/scripts/nemo_inference.py
+++ b/scripts/nemo_inference.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "numpy", "safetensors", "packaging"]
+# ///
 """Run NeMo inference for reference comparison."""
 import torch
 import numpy as np
diff --git a/scripts/pytorch_benchmark.py b/scripts/pytorch_benchmark.py
index 3257739..f4c0040 100644
--- a/scripts/pytorch_benchmark.py
+++ b/scripts/pytorch_benchmark.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python3
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["torch", "pyyaml", "nemo_toolkit[asr]"]
+# ///
 """Benchmark PyTorch/NeMo inference for comparison with parakeet.cpp."""
 import os
 import sys