diff --git a/.github/hooks/pre-commit b/.github/hooks/pre-commit
new file mode 100755
index 0000000..fbb860a
--- /dev/null
+++ b/.github/hooks/pre-commit
@@ -0,0 +1,16 @@
+#!/bin/sh
+# NQL pre-commit hook: run the same checks as CI before allowing a commit.
+# To install: cp .github/hooks/pre-commit .git/hooks/pre-commit && chmod +x .git/hooks/pre-commit
+
+set -e
+
+echo "[pre-commit] Running cargo fmt --all -- --check"
+cargo fmt --all -- --check
+
+echo "[pre-commit] Running cargo clippy --all-targets -- -D warnings"
+cargo clippy --all-targets -- -D warnings
+
+echo "[pre-commit] Running cargo test --all"
+cargo test --all
+
+echo "[pre-commit] OK"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..5354a69
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,26 @@
+repos:
+  - repo: local
+    hooks:
+      - id: cargo-fmt
+        name: cargo fmt
+        entry: cargo fmt --all -- --check
+        language: system
+        types: [rust]
+        pass_filenames: false
+        stages: [pre-commit]
+
+      - id: cargo-clippy
+        name: cargo clippy
+        entry: cargo clippy --all-targets -- -D warnings
+        language: system
+        types: [rust]
+        pass_filenames: false
+        stages: [pre-commit]
+
+      - id: cargo-test
+        name: cargo test
+        entry: cargo test --all
+        language: system
+        types: [rust]
+        pass_filenames: false
+        stages: [pre-commit]
diff --git a/Cargo.toml b/Cargo.toml
index 412a148..cf2b320 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "nql"
-version = "0.1.6"
+version = "0.1.7"
 edition = "2021"
 authors = ["NPC Worldwide <info@npcworldwi.de>"]
 description = "NQL — SQL compiler with AI function calls targeting multiple databases"
diff --git a/src/main.rs b/src/main.rs
index 91e2162..1a71358 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -7,7 +7,7 @@ use nql::compiler::Target;
 use nql::runner::Runner;
 
 #[derive(Parser)]
-#[command(name = "nql", about = "NQL — SQL compiler with AI function calls")]
+#[command(name = "nql", about = "NQL — SQL compiler with AI function calls", version = env!("CARGO_PKG_VERSION"))]
 struct Cli {
     #[command(subcommand)]
     command: Commands,
diff --git a/src/runner.rs b/src/runner.rs
index 6572f56..d1a1053 100644
--- a/src/runner.rs
+++ b/src/runner.rs
@@ -198,7 +198,10 @@ impl Runner {
             let mut bq_args = query_args.clone();
             bq_args.push(format!("--job_id={}", job_id));
 
-            eprintln!("[nql] Executing model on BigQuery: {} (job_id={})", name, job_id);
+            eprintln!(
+                "[nql] Executing model on BigQuery: {} (job_id={})",
+                name, job_id
+            );
             let mut child = std::process::Command::new("bq")
                 .args(&bq_args)
                 .stdin(std::process::Stdio::piped())