diff --git a/.husky/pre-push b/.husky/pre-push
index 5f44d835..9e211251 100755
--- a/.husky/pre-push
+++ b/.husky/pre-push
@@ -2,49 +2,96 @@
 # Pre-push: full CI checks run locally before any push.
 # This replaces remote CI for normal task pushes.
 # DO NOT skip with --no-verify (Claude Code is configured to never do this).
+#
+# ── Optimizations (Feb 2026) ─────────────────────────────────────────────
+#
+# 1. --no-clean on cargo llvm-cov: reuses previous instrumented build
+#    artifacts for incremental compilation. Reduces Rust coverage from
+#    ~8 min (full recompile) to ~30-60s (incremental rebuild).
+#
+# 2. Change detection: skips Rust checks entirely when no files under
+#    src-tauri/ changed. Saves ~1-2 min on frontend-only pushes.
+#
+# 3. Merged redundant test runs: frontend coverage (step 2) already runs
+#    all tests, so the separate test step was removed.
+#
+# 4. Fast-fail ordering: within Rust checks, fast lints (fmt ~2s, clippy
+#    ~15s) run before slow coverage (~30-60s) for quicker feedback.
+#
+# 5. Force full coverage: set LAPUTA_FULL_COVERAGE=1 to run cargo llvm-cov
+#    without --no-clean (clean rebuild, accurate baseline).
+#
+# Expected times (warm cache, incremental):
+#   Frontend only:  ~1 min
+#   Frontend+Rust:  ~2-3 min
+#   Full coverage:  ~9-10 min (with LAPUTA_FULL_COVERAGE=1)
+# ─────────────────────────────────────────────────────────────────────────
 set -e
 
+START_TIME=$(date +%s)
+
 echo ""
 echo "🚀 Pre-push checks (replaces CI — do not skip)"
 echo "================================================"
 
-# ── 0. Build check ────────────────────────────────────────────────────────
+# ── Detect what changed ─────────────────────────────────────────────────
+PUSH_TARGET=$(git rev-parse @{push} 2>/dev/null || echo "")
+RUST_CHANGED=true
+
+if [ -n "$PUSH_TARGET" ]; then
+  CHANGED=$(git diff --name-only "$PUSH_TARGET"..HEAD)
+  if ! echo "$CHANGED" | grep -qE '^(src-tauri/|Cargo)'; then
+    RUST_CHANGED=false
+  fi
+fi
+
+# ── 0. TypeScript + Vite build ──────────────────────────────────────────
 echo ""
-echo "📦 [0/5] TypeScript + Vite build..."
+echo "📦 [0/4] TypeScript + Vite build..."
 pnpm exec tsc --noEmit
 pnpm build
 echo "  ✅ Build OK"
 
-# ── 1. Frontend tests ─────────────────────────────────────────────────────
+# ── 1. Frontend coverage (≥70%) — includes all unit tests ───────────────
 echo ""
-echo "🧪 [1/5] Frontend tests..."
-pnpm test --run --silent
-echo "  ✅ Frontend tests OK"
-
-# ── 2. Frontend coverage (≥70%) ───────────────────────────────────────────
-echo ""
-echo "📊 [2/5] Frontend coverage (≥70%)..."
+echo "📊 [1/4] Frontend tests + coverage (≥70%)..."
 pnpm test:coverage --silent
 echo "  ✅ Frontend coverage OK"
 
-# ── 3. Rust tests + coverage (≥85% lines) ────────────────────────────────
+# ── 2. Rust lint (clippy + fmt) — fast, run before coverage ─────────────
 echo ""
-echo "🦀 [3/5] Rust tests + coverage (≥85% lines)..."
-cargo llvm-cov \
-  --manifest-path src-tauri/Cargo.toml \
-  --fail-under-lines 85
-echo "  ✅ Rust coverage OK"
+if [ "$RUST_CHANGED" = true ]; then
+  echo "🔧 [2/4] Clippy + rustfmt..."
+  cargo clippy --manifest-path=src-tauri/Cargo.toml -- -D warnings
+  cargo fmt --manifest-path=src-tauri/Cargo.toml -- --check
+  echo "  ✅ Rust lint OK"
+else
+  echo "⏭️  [2/4] Rust lint — skipped (no src-tauri/ changes)"
+fi
 
-# ── 4. Clippy + rustfmt ───────────────────────────────────────────────────
+# ── 3. Rust coverage (≥85% lines) ──────────────────────────────────────
 echo ""
-echo "🔧 [4/5] Clippy + rustfmt..."
-cargo clippy --manifest-path=src-tauri/Cargo.toml -- -D warnings
-cargo fmt --manifest-path=src-tauri/Cargo.toml -- --check
-echo "  ✅ Rust lint OK"
+if [ "$RUST_CHANGED" = true ]; then
+  LLVM_COV_FLAGS="--no-clean"
+  if [ "${LAPUTA_FULL_COVERAGE:-0}" = "1" ]; then
+    LLVM_COV_FLAGS=""
+    echo "🦀 [3/4] Rust coverage — FULL (LAPUTA_FULL_COVERAGE=1)..."
+  else
+    echo "🦀 [3/4] Rust coverage (≥85%, incremental)..."
+  fi
+  # shellcheck disable=SC2086
+  cargo llvm-cov \
+    --manifest-path src-tauri/Cargo.toml \
+    $LLVM_COV_FLAGS \
+    --fail-under-lines 85
+  echo "  ✅ Rust coverage OK"
+else
+  echo "⏭️  [3/4] Rust coverage — skipped (no src-tauri/ changes)"
+fi
 
-# ── 5. CodeScene code health gate (≥9.2) ─────────────────────────────────
+# ── 4. CodeScene code health gate (≥9.2) ────────────────────────────────
 echo ""
-echo "🏥 [5/5] CodeScene code health gate (≥9.2)..."
+echo "🏥 [4/4] CodeScene code health gate (≥9.2)..."
 if [ -z "$CODESCENE_PAT" ] || [ -z "$CODESCENE_PROJECT_ID" ]; then
   echo "  ⚠️  CODESCENE_PAT or CODESCENE_PROJECT_ID not set — skipping"
 else
@@ -65,7 +112,12 @@ print(f'  ✅ Code Health {score:.2f} ≥ {threshold}')
 "
 fi
 
+END_TIME=$(date +%s)
+ELAPSED=$((END_TIME - START_TIME))
+MINUTES=$((ELAPSED / 60))
+SECONDS=$((ELAPSED % 60))
+
 echo ""
 echo "================================================"
-echo "✅ All checks passed — pushing"
+echo "✅ All checks passed — pushing (${MINUTES}m ${SECONDS}s)"
 echo ""
diff --git a/CLAUDE.md b/CLAUDE.md
index 2d0bb825..459e95e9 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -9,7 +9,7 @@ pnpm lint && npx tsc --noEmit       # lint + types
 pnpm test                           # unit tests
 pnpm test:coverage                  # frontend ≥70% coverage
 cargo test                          # Rust tests
-cargo llvm-cov --manifest-path src-tauri/Cargo.toml --fail-under-lines 85
+cargo llvm-cov --manifest-path src-tauri/Cargo.toml --no-clean --fail-under-lines 85
 pre_commit_code_health_safeguard    # CodeScene ≥9.2 — if it fails, fix structurally (see below)
 ```