diff --git a/CLAUDE.md b/CLAUDE.md
index b8f22f6..8c5d16a 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -1,63 +1,5 @@
 # CLAUDE.md
 
-This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
-
-## Build and Development Commands
-
-```bash
-make install      # Install uv and prek hooks
-make test         # Run pytest
-make ruff         # Format and lint with ruff
-make hooks        # Run prek on all files
-make upgrade      # Upgrade all dependencies
-```
-
-Run a single test:
-
-```bash
-uv run pytest tests/test_file.py::test_name -v
-```
-
-Run tests with optional marker:
-
-```bash
-uv run pytest --optional
-```
-
-### API Commands
-
-Run the API locally:
-
-```bash
-uv run python template/api.py
-```
-
-Test API endpoint:
-
-```bash
-make test-api  # or: http localhost:7000
-```
-
-### Docker Commands
-
-```bash
-make docker       # Build and run container
-make build        # Build image only
-make debug        # Run container interactively
-```
-
-## Code Architecture
-
-- `/template` - Main Python package
-  - `main.py` - Entry point with version handling
-  - `api.py` - FastAPI application with `/` and `/predict` endpoints
-- `/tests` - Pytest test files
-- `/data` - Data directory
-
-## Conventions
-
 - Uses `uv` for dependency management (not pip)
 - Run any command with `uv run <command>`
 - Add dependencies: `uv add <package>` or `uv add --dev <package>`
-- Docstrings follow NumPy convention
-- Ruff handles both linting and formatting
diff --git a/uv.lock b/uv.lock
index d7939d8..0f9912f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -8,7 +8,7 @@ resolution-markers = [
 ]
 
 [options]
-exclude-newer = "2026-03-30T09:18:32.156631261Z"
+exclude-newer = "2026-03-30T09:28:02.408746294Z"
 exclude-newer-span = "P7D"
 
 [[package]]