docs: update all documentation references from Make to Task

Update remaining Make/Makefile references across documentation:

- CONTRIBUTING.md: Update prerequisites, hooks installation commands,
  and PR checklist to use task commands
- scripts/install-hooks.sh: Update hint message from 'make fmt' to 'task fmt'
- docs/CLI_GUIDE.md: Replace Makefile example with Taskfile.yml example
  for build tools integration
- docs/PRODUCTION_GUIDE.md: Update build tools reference to Task

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

Author: 2 people

CONTRIBUTING.md

@@ -38,7 +38,7 @@ GoSQLX aims to be the **fastest, most reliable, and most comprehensive SQL parsi
 ### Prerequisites
 - **Go 1.19+** (latest stable version recommended)
 - **Git** for version control
-- **Make** for build automation (optional)
+- **Task** for task automation (optional) - Install with `go install github.com/go-task/task/v3/cmd/task@latest`
 
 ### Getting Started
 ```bash
@@ -60,7 +60,7 @@ go test ./...
 go test -race ./...
 
 # 7. Install Git hooks (RECOMMENDED)
-make install-hooks
+task hooks:install
 # or
 ./scripts/install-hooks.sh
 ```
@@ -70,8 +70,8 @@ make install-hooks
 GoSQLX provides pre-commit hooks to catch code quality issues before they reach CI/CD:
 
 ```bash
-# Install hooks using Make
-make install-hooks
+# Install hooks using Task
+task hooks:install
 
 # Or run the script directly
 ./scripts/install-hooks.sh
@@ -393,7 +393,7 @@ Many applications use PostgreSQL's JSON features extensively...
 ## 📋 Pull Request Checklist
 
 ### Before Submitting
-- [ ] **Git Hooks**: Pre-commit hooks installed and passing (`make install-hooks`)
+- [ ] **Git Hooks**: Pre-commit hooks installed and passing (`task hooks:install`)
 - [ ] **Tests**: All tests pass with `go test -race ./...`
 - [ ] **Coverage**: New code has >95% test coverage
 - [ ] **Performance**: No performance regression

docs/CLI_GUIDE.md

@@ -510,20 +510,29 @@ gosqlx validate current_file.sql
 ```
 
 ### Build Tools Integration
-```makefile
-# Makefile example
-.PHONY: sql-lint sql-format sql-check
+```yaml
+# Taskfile.yml example (using go-task)
+version: '3'
 
-sql-lint:
-	gosqlx validate src/**/*.sql
+tasks:
+  sql:lint:
+    desc: Validate SQL files
+    cmds:
+      - gosqlx validate src/**/*.sql
 
-sql-format:
-	gosqlx format -i src/**/*.sql
+  sql:format:
+    desc: Format SQL files in place
+    cmds:
+      - gosqlx format -i src/**/*.sql
 
-sql-check:
-	gosqlx format --check src/**/*.sql
+  sql:check:
+    desc: Check SQL formatting
+    cmds:
+      - gosqlx format --check src/**/*.sql
 ```
 
+Run with: `task sql:lint`, `task sql:format`, or `task sql:check`
+
 ## Troubleshooting
 
 ### Common Issues

docs/PRODUCTION_GUIDE.md

@@ -19,7 +19,7 @@ GoSQLX is **production-ready** for enterprise deployment with validated performa
 ### Dependencies
 - **Core Library**: Zero external dependencies
 - **Optional Tools**: Standard library only
-- **Build Tools**: Go toolchain, make (optional)
+- **Build Tools**: Go toolchain, Task (optional) - `go install github.com/go-task/task/v3/cmd/task@latest`
 
 ## Installation Methods
 

scripts/install-hooks.sh

@@ -51,7 +51,7 @@ if [ -n "$UNFORMATTED" ]; then
     echo "$UNFORMATTED"
     echo ""
     echo "To fix, run: gofmt -w ."
-    echo "Or use: make fmt"
+    echo "Or use: task fmt"
     exit 1
 fi
 echo "✓ Code formatting check passed"