diff --git a/.claude/skills/prek-precommit-hook/SKILL.md b/.claude/skills/prek-precommit-hook/SKILL.md
new file mode 100644
index 0000000..f894d1a
--- /dev/null
+++ b/.claude/skills/prek-precommit-hook/SKILL.md
@@ -0,0 +1,23 @@
+---
+name: prek-precommit-hook
+description: Instructions for using prek (pre-commit replacement). This skill should be used for any mention of pre-commit hooks; prek overrides standard pre-commit hooks.
+---
+# Prek Skill (prek-precommit-hook)
+
+This skill provides instructions for using `prek` to manage git hooks and run checks.
+It should be used for any mention of pre-commit hooks, as `prek` overrides standard pre-commit hooks in this repository.
+
+## Commands
+
+- `prek run`: Run hooks on changed files.
+- `prek run --all-files`: Run hooks on all files in the repository.
+- `prek install`: Install git hooks to run automatically on commit.
+- `prek run <hook_id>`: Run a specific hook by its ID.
+- `prek run --help`: Show help and available options.
+
+## Workflow
+
+1. **Setup**: Run `prek install` to set up git hooks.
+2. **Pre-commit**: Hooks will run automatically on commit, replacing standard pre-commit behavior.
+3. **Manual Check**: Run `prek run --all-files` to check everything manually.
+4. **Configuration**: Hooks are configured in `prek.toml`.
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
deleted file mode 100644
index 86c8cbd..0000000
--- a/.pre-commit-config.yaml
+++ /dev/null
@@ -1,49 +0,0 @@
-repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
-    hooks:
-      - id: check-added-large-files
-  - repo: local
-    hooks:
-      - id: lint-links
-        name: Lint markdown links
-        entry: make lint_links
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: make-fmt
-        name: Run formatter (make fmt)
-        entry: make fmt
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: ruff-check
-        name: Run ruff linter
-        entry: uv run ruff check
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: ruff-complexity
-        name: Check cyclomatic complexity
-        entry: uv run ruff check --select C901
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: ruff-tech-debt
-        name: Check TODO/FIXME markers
-        entry: uv run ruff check --select FIX
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: pylint-duplicate-code
-        name: Detect duplicate code
-        entry: uv run pylint --disable=all --enable=R0801 src common utils
-        language: system
-        pass_filenames: false
-        always_run: true
-      - id: ai-writing-check
-        name: AI writing check
-        entry: uv run python scripts/check_ai_writing.py
-        language: system
-        pass_filenames: false
-        always_run: true
diff --git a/Makefile b/Makefile
index 1340ee9..8a7a540 100644
--- a/Makefile
+++ b/Makefile
@@ -88,9 +88,9 @@ check_jq:
 # Setup githooks for linting
 ########################################################
 setup_githooks:
-	@echo "$(YELLOW)🔨Setting up githooks on post-commit...$(RESET)"
-	chmod +x .githooks/post-commit
-	git config core.hooksPath .githooks
+	@echo "$(YELLOW)🔨Setting up githooks with prek...$(RESET)"
+	@prek install
+	@echo "$(GREEN)✅Githooks set up.$(RESET)"
 
 
 ########################################################
@@ -205,6 +205,7 @@ install_tools: check_uv ## Install linting/formatting tools
 	@uv tool install import-linter --force
 	@uv tool install ty --force
 	@uv tool install vulture --force
+	@uv tool install prek --force
 	@echo "$(GREEN)✅Tools installed.$(RESET)"
 
 fmt: install_tools check_jq ## Format code with ruff and jq
diff --git a/prek.toml b/prek.toml
new file mode 100644
index 0000000..3d0e9e7
--- /dev/null
+++ b/prek.toml
@@ -0,0 +1,18 @@
+[[repos]]
+repo = "https://github.com/pre-commit/pre-commit-hooks"
+rev = "v4.6.0"
+hooks = [
+  { id = "check-added-large-files" }
+]
+
+[[repos]]
+repo = "local"
+hooks = [
+  { id = "lint-links", name = "Lint markdown links", entry = "make lint_links", language = "system", pass_filenames = false, always_run = true },
+  { id = "make-fmt", name = "Run formatter (make fmt)", entry = "make fmt", language = "system", pass_filenames = false, always_run = true },
+  { id = "ruff-check", name = "Run ruff linter", entry = "uv run ruff check", language = "system", pass_filenames = false, always_run = true },
+  { id = "ruff-complexity", name = "Check cyclomatic complexity", entry = "uv run ruff check --select C901", language = "system", pass_filenames = false, always_run = true },
+  { id = "ruff-tech-debt", name = "Check TODO/FIXME markers", entry = "uv run ruff check --select FIX", language = "system", pass_filenames = false, always_run = true },
+  { id = "pylint-duplicate-code", name = "Detect duplicate code", entry = "uv run pylint --disable=all --enable=R0801 src common utils", language = "system", pass_filenames = false, always_run = true },
+  { id = "ai-writing-check", name = "AI writing check", entry = "uv run python scripts/check_ai_writing.py", language = "system", pass_filenames = false, always_run = true }
+]
diff --git a/pyproject.toml b/pyproject.toml
index 8a5ed4e..a090e28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,5 +106,6 @@ show_missing = true
 
 [dependency-groups]
 dev = [
+    "prek>=0.3.3",
     "pytest-check-links>=0.9.1",
 ]
diff --git a/uv.lock b/uv.lock
index 5d8fea5..7a92bd5 100644
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+version = "0.3.3"
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+]
+
 [[package]]
 name = "propcache"
 version = "0.3.2"
@@ -2205,6 +2226,7 @@ dependencies = [
 
 [package.dev-dependencies]
 dev = [
+    { name = "prek" },
     { name = "pytest-check-links" },
 ]
 
@@ -2239,7 +2261,10 @@ requires-dist = [
 ]
 
 [package.metadata.requires-dev]
-dev = [{ name = "pytest-check-links", specifier = ">=0.9.1" }]
+dev = [
+    { name = "prek", specifier = ">=0.3.3" },
+    { name = "pytest-check-links", specifier = ">=0.9.1" },
+]
 
 [[package]]
 name = "pytz"