chore: Add pre-commit blocker report and improve Go version management

- Created a comprehensive pre-commit blocker report detailing GolangCI-Lint and TypeScript type check failures, including remediation steps and verification commands.
- Enhanced the golangci-lint pre-commit hook to automatically rebuild the tool if a Go version mismatch is detected.
- Introduced a new script `rebuild-go-tools.sh` to rebuild essential Go development tools, ensuring they are compiled with the current Go version.
- Improved error handling and user feedback in the rebuilding process, providing clear instructions for manual intervention if needed.
- Updated supervisor review report to reflect the successful implementation of Go version management and associated documentation.

scripts/pre-commit-hooks/golangci-lint-fast.sh

@@ -40,6 +40,35 @@ if [[ -z "$GOLANGCI_LINT" ]]; then
     exit 1
 fi
 
+# Version compatibility check
+# Extract Go versions from golangci-lint and system Go
+LINT_GO_VERSION=$("$GOLANGCI_LINT" version 2>/dev/null | grep -oP 'go\K[0-9]+\.[0-9]+(?:\.[0-9]+)?' || echo "")
+SYSTEM_GO_VERSION=$(go version 2>/dev/null | grep -oP 'go\K[0-9]+\.[0-9]+(?:\.[0-9]+)?' || echo "")
+
+if [[ -n "$LINT_GO_VERSION" && -n "$SYSTEM_GO_VERSION" && "$LINT_GO_VERSION" != "$SYSTEM_GO_VERSION" ]]; then
+    echo "⚠️  golangci-lint Go version mismatch detected:"
+    echo "   golangci-lint: $LINT_GO_VERSION"
+    echo "   system Go:     $SYSTEM_GO_VERSION"
+    echo ""
+    echo "🔧 Auto-rebuilding golangci-lint with current Go version..."
+
+    if go install github.com/golangci/golangci-lint/cmd/golangci-lint@latest 2>&1; then
+        echo "✅ golangci-lint rebuilt successfully"
+
+        # Re-verify the tool is still accessible
+        if command -v golangci-lint >/dev/null 2>&1; then
+            GOLANGCI_LINT="golangci-lint"
+        else
+            GOLANGCI_LINT="$HOME/go/bin/golangci-lint"
+        fi
+    else
+        echo "❌ Failed to rebuild golangci-lint"
+        echo "   Please run manually: go install github.com/golangci/golangci-lint/cmd/golangci-lint@latest"
+        exit 1
+    fi
+    echo ""
+fi
+
 # Change to backend directory and run golangci-lint
 cd "$(dirname "$0")/../../backend" || exit 1
 exec "$GOLANGCI_LINT" run --config .golangci-fast.yml ./...