diff --git a/Dockerfile b/Dockerfile
index d7f793d..55c0203 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -42,9 +42,8 @@ COPY . .
 # 同时注入 OPENAI_API_KEY / DEEPSEEK_API_KEY 占位值，避免 openai SDK v6+ 构造时抛错
 # (build 期不会真正调用 AI，仅为通过模块求值)
 ARG DATABASE_URL
-RUN echo "=== ARG raw ===" && echo "${DATABASE_URL}" && echo "=== env dump ===" && env | grep DATABASE && echo "=== .env file ===" && cat .env | grep DATABASE 2>/dev/null && echo "=== .env.example ===" && cat .env.example | grep DATABASE 2>/dev/null && if [ ! -f .env ]; then cp .env.example .env 2>/dev/null || echo "DATABASE_URL=placeholder" > .env; fi \
+RUN if [ ! -f .env ]; then cp .env.example .env 2>/dev/null || echo "DATABASE_URL=placeholder" > .env; fi \
  && export DATABASE_URL="${DATABASE_URL:-placeholder}" \
- && echo "=== FINAL DATABASE_URL ===" && echo "$DATABASE_URL" \
  && export DEEPSEEK_API_KEY="${DEEPSEEK_API_KEY:-sk-build-placeholder}" \
  && export OPENAI_API_KEY="${OPENAI_API_KEY:-sk-build-placeholder}" \
  && npx prisma generate \
diff --git a/src/app/categories/[slug]/page.tsx b/src/app/categories/[slug]/page.tsx
index 66f9f9e..f3b4500 100644
--- a/src/app/categories/[slug]/page.tsx
+++ b/src/app/categories/[slug]/page.tsx
@@ -23,16 +23,7 @@ interface Props {
   searchParams: Promise<{ page?: string }>;
 }
 
-export async function generateStaticParams() {
-  const categories = await prisma.category.findMany({
-    select: { slug: true },
-    orderBy: { sortOrder: "asc" },
-  });
-  return categories.map((c) => ({ slug: c.slug }));
-}
-
-export const dynamicParams = true;
-export const revalidate = 3600; // 分类页1小时 ISR
+export const dynamic = "force-dynamic";
 
 export async function generateMetadata({ params }: Props): Promise<Metadata> {
   const { slug } = await params;
diff --git a/src/app/skills/[slug]/page.tsx b/src/app/skills/[slug]/page.tsx
index 607a2f2..cf2727c 100644
--- a/src/app/skills/[slug]/page.tsx
+++ b/src/app/skills/[slug]/page.tsx
@@ -1,7 +1,7 @@
 import { prisma } from "@/lib/prisma";
 import { notFound } from "next/navigation";
 import type { Metadata } from "next";
-import dynamic from "next/dynamic";
+import nextDynamic from "next/dynamic";
 import Link from "next/link";
 import Image from "next/image";
 import { Button } from "@/components/ui/button";
@@ -11,15 +11,15 @@ import { CompareButton } from "@/components/common/CompareButton";
 import { BreadcrumbJsonLd } from "@/components/seo/JsonLd";
 import PersonalizedRecommend from "@/components/common/PersonalizedRecommend";
 
-const SkillReviewCard = dynamic(
+const SkillReviewCard = nextDynamic(
   () => import("@/components/common/SkillReviewCard"),
   { ssr: false }
 );
-const ShareButton = dynamic(() => import("@/components/common/ShareButton"), { ssr: false });
-const SkillInstallButton = dynamic(() => import("@/components/common/SkillInstallButton").then((mod) => ({ default: mod.SkillInstallButton })), { ssr: false });
-const ReviewSection = dynamic(() => import("@/components/common/ReviewSection").then((mod) => ({ default: mod.ReviewSection })), { ssr: false });
-const SimilarSkills = dynamic(() => import("@/components/common/SimilarSkills"), { ssr: false });
-const FeedbackButton = dynamic(() => import("@/components/common/FeedbackButton"), { ssr: false });
+const ShareButton = nextDynamic(() => import("@/components/common/ShareButton"), { ssr: false });
+const SkillInstallButton = nextDynamic(() => import("@/components/common/SkillInstallButton").then((mod) => ({ default: mod.SkillInstallButton })), { ssr: false });
+const ReviewSection = nextDynamic(() => import("@/components/common/ReviewSection").then((mod) => ({ default: mod.ReviewSection })), { ssr: false });
+const SimilarSkills = nextDynamic(() => import("@/components/common/SimilarSkills"), { ssr: false });
+const FeedbackButton = nextDynamic(() => import("@/components/common/FeedbackButton"), { ssr: false });
 
 interface Props {
   params: { slug: string };
@@ -64,18 +64,7 @@ function formatRelativeTime(date: Date): string {
   return `${Math.floor(days / 365)}年前`;
 }
 
-export async function generateStaticParams() {
-  const skills = await prisma.skill.findMany({
-    where: { status: "published" },
-    select: { slug: true },
-    orderBy: { viewCount: "desc" },
-    take: 100,
-  });
-  return skills.map((s) => ({ slug: s.slug }));
-}
-
-export const dynamicParams = true;
-export const revalidate = 3600; // 技能详情页1小时 ISR，减少 RDS 压力
+export const dynamic = "force-dynamic";
 
 export async function generateMetadata({ params }: Props): Promise<Metadata> {
   const skill = await prisma.skill.findUnique({
diff --git a/src/app/tools/[slug]/page.tsx b/src/app/tools/[slug]/page.tsx
index 2bae4f1..a7919f4 100644
--- a/src/app/tools/[slug]/page.tsx
+++ b/src/app/tools/[slug]/page.tsx
@@ -1,6 +1,6 @@
 import { prisma } from "@/lib/prisma";
 import { notFound } from "next/navigation";
-import dynamic from "next/dynamic";
+import nextDynamic from "next/dynamic";
 import { getServerSession } from "next-auth";
 import { authOptions } from "@/lib/auth";
 import { Button } from "@/components/ui/button";
@@ -14,13 +14,13 @@ import { PRICING_LABEL, PRICING_COLOR } from "@/lib/constants";
 import Link from "next/link";
 import Image from "next/image";
 
-const ShareButton = dynamic(() => import("@/components/common/ShareButton"), { ssr: false });
-const ReviewSection = dynamic(() => import("@/components/common/ReviewSection").then((mod) => ({ default: mod.ReviewSection })), { ssr: false });
-const SimilarTools = dynamic(() => import("@/components/common/SimilarTools"), { ssr: false });
-const FeedbackButton = dynamic(() => import("@/components/common/FeedbackButton"), { ssr: false });
-const ScreenshotGallery = dynamic(() => import("@/components/common/ScreenshotGallery"), { ssr: false });
-const ToolLivePreview = dynamic(() => import("@/components/common/ToolLivePreview"), { ssr: false });
-const ApiPlayground = dynamic(() => import("@/components/common/ApiPlayground"), { ssr: false });
+const ShareButton = nextDynamic(() => import("@/components/common/ShareButton"), { ssr: false });
+const ReviewSection = nextDynamic(() => import("@/components/common/ReviewSection").then((mod) => ({ default: mod.ReviewSection })), { ssr: false });
+const SimilarTools = nextDynamic(() => import("@/components/common/SimilarTools"), { ssr: false });
+const FeedbackButton = nextDynamic(() => import("@/components/common/FeedbackButton"), { ssr: false });
+const ScreenshotGallery = nextDynamic(() => import("@/components/common/ScreenshotGallery"), { ssr: false });
+const ToolLivePreview = nextDynamic(() => import("@/components/common/ToolLivePreview"), { ssr: false });
+const ApiPlayground = nextDynamic(() => import("@/components/common/ApiPlayground"), { ssr: false });
 
 const VERIFIED_TOOLS_KEY = "verified_tools";
 
@@ -58,18 +58,7 @@ interface PageProps {
   params: { slug: string };
 }
 
-export async function generateStaticParams() {
-  const tools = await prisma.tool.findMany({
-    where: { status: "published" },
-    select: { slug: true },
-    orderBy: { viewCount: "desc" },
-    take: 100,
-  });
-  return tools.map((t) => ({ slug: t.slug }));
-}
-
-export const dynamicParams = true;
-export const revalidate = 3600; // 工具详情页1小时 ISR，减少 RDS 压力
+export const dynamic = "force-dynamic";
 
 export async function generateMetadata({ params }: PageProps) {
   const tool = await prisma.tool.findUnique({
diff --git a/src/app/user/[id]/page.tsx b/src/app/user/[id]/page.tsx
index ba10e7b..eb9d2fa 100644
--- a/src/app/user/[id]/page.tsx
+++ b/src/app/user/[id]/page.tsx
@@ -4,8 +4,7 @@ import { notFound } from "next/navigation";
 import { getLevelInfo } from "@/lib/level-config";
 import UserPublicProfile from "./UserPublicProfile";
 
-export const revalidate = 3600;
-export const dynamicParams = true;
+export const dynamic = "force-dynamic";
 
 interface Props {
   params: { id: string };