diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 9cb9721c..50185e9f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -315,9 +315,10 @@ jobs:
           cd test_python_project
           uv venv --seed -p 3.11
           uv run pip install -e ../apis/python/node
+          dora build dataflow.yml --uv
+          uv pip install ruff pytest
 
           # Check Compliancy
-          uv pip install -e ./*/
           uv run ruff check .
           uv run pytest
 
diff --git a/binaries/cli/src/template/python/README.md b/binaries/cli/src/template/python/README.md
new file mode 100644
index 00000000..bc43ae54
--- /dev/null
+++ b/binaries/cli/src/template/python/README.md
@@ -0,0 +1,44 @@
+## Getting started
+
+- Install it with:
+
+```bash
+uv venv -p 3.11 --seed
+dora build dataflow.yml --uv
+```
+
+- Run it with:
+
+```bash
+dora run dataflow.yml --uv
+```
+
+## Contribution Guide
+
+- Format with [ruff](https://docs.astral.sh/ruff/):
+
+```bash
+uv pip install ruff
+uv run ruff check . --fix
+```
+
+- Lint with ruff:
+
+```bash
+uv run ruff check .
+```
+
+- Test with [pytest](https://github.com/pytest-dev/pytest)
+
+```bash
+uv pip install pytest
+uv run pytest . # Test
+```
+
+## YAML Specification
+
+## Examples
+
+## License
+
+Node Name's code are released under the MIT License
diff --git a/binaries/cli/src/template/python/__node-name__/README.md b/binaries/cli/src/template/python/__node-name__/README.md
index 93c23e83..a5a2519e 100644
--- a/binaries/cli/src/template/python/__node-name__/README.md
+++ b/binaries/cli/src/template/python/__node-name__/README.md
@@ -2,7 +2,7 @@
 
 ## Getting started
 
-- Install it with pip:
+- Install it with uv:
 
 ```bash
 uv venv -p 3.11 --seed
@@ -14,6 +14,7 @@ uv pip install -e .
 - Format with [ruff](https://docs.astral.sh/ruff/):
 
 ```bash
+uv pip install ruff
 uv run ruff check . --fix
 ```
 
@@ -26,6 +27,7 @@ uv run ruff check .
 - Test with [pytest](https://github.com/pytest-dev/pytest)
 
 ```bash
+uv pip install pytest
 uv run pytest . # Test
 ```
 
diff --git a/binaries/cli/src/template/python/dataflow-template.yml b/binaries/cli/src/template/python/dataflow-template.yml
index 3797b98c..c941406c 100644
--- a/binaries/cli/src/template/python/dataflow-template.yml
+++ b/binaries/cli/src/template/python/dataflow-template.yml
@@ -1,5 +1,6 @@
 nodes:
   - id: talker_1
+    build: pip install -e talker-1
     path: talker-1/talker_1/main.py
     inputs:
       tick: dora/timer/millis/100
@@ -7,6 +8,7 @@ nodes:
       - speech
 
   - id: talker_2
+    build: pip install -e talker-2
     path: talker-2/talker_2/main.py
     inputs:
       tick: dora/timer/secs/2
@@ -14,6 +16,7 @@ nodes:
       - speech
 
   - id: listener_1
+    build: pip install -e listener-1
     path: listener-1/listener_1/main.py
     inputs:
       speech-1: talker_1/speech
diff --git a/binaries/cli/src/template/python/mod.rs b/binaries/cli/src/template/python/mod.rs
index 9f15161d..b4dd92fd 100644
--- a/binaries/cli/src/template/python/mod.rs
+++ b/binaries/cli/src/template/python/mod.rs
@@ -100,6 +100,7 @@ fn create_custom_node(
 
 fn create_dataflow(name: String, path: Option<PathBuf>) -> Result<(), eyre::ErrReport> {
     const DATAFLOW_YML: &str = include_str!("dataflow-template.yml");
+    const WORKSPACE_README: &str = include_str!("README.md");
 
     if name.contains('/') {
         bail!("dataflow name must not contain `/` separators");
@@ -118,6 +119,10 @@ fn create_dataflow(name: String, path: Option<PathBuf>) -> Result<(), eyre::ErrR
     fs::write(&dataflow_yml_path, dataflow_yml)
         .with_context(|| format!("failed to write `{}`", dataflow_yml_path.display()))?;
 
+    let readme_path = root.join("README.md");
+    fs::write(&readme_path, WORKSPACE_README)
+        .with_context(|| format!("failed to write `{}`", readme_path.display()))?;
+
     create_custom_node("talker 1".into(), Some(root.join("talker-1")), TALKER_PY)?;
     create_custom_node("talker 2".into(), Some(root.join("talker-2")), TALKER_PY)?;
     create_custom_node(