diff --git a/src/shared/lib/cache/redis-store.test.ts b/src/shared/lib/cache/redis-store.test.ts
new file mode 100644
index 0000000..40a70de
--- /dev/null
+++ b/src/shared/lib/cache/redis-store.test.ts
@@ -0,0 +1,76 @@
+import { describe, it, expect, vi, beforeEach } from "vitest"
+
+// Mock 共享 Redis 客户端
+const mockRedis = {
+  get: vi.fn(),
+  set: vi.fn(),
+  del: vi.fn(),
+  sadd: vi.fn(),
+  smembers: vi.fn(),
+  expire: vi.fn(),
+}
+
+const getRedisClientMock = vi.fn().mockResolvedValue(mockRedis)
+vi.mock("@/shared/lib/redis-client", () => ({
+  getRedisClient: () => getRedisClientMock(),
+}))
+
+import { RedisCacheStore } from "./redis-store"
+
+describe("RedisCacheStore", () => {
+  let store: RedisCacheStore
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    getRedisClientMock.mockResolvedValue(mockRedis)
+    store = new RedisCacheStore()
+  })
+
+  it("未命中时调用 producer 并缓存（set + sadd 索引）", async () => {
+    mockRedis.get.mockResolvedValue(null)
+    const producer = vi.fn().mockResolvedValue({ count: 42 })
+    const result = await store.getOrSet("k1", producer, {
+      tags: ["users"],
+      ttl: 60,
+    })
+    expect(result).toEqual({ count: 42 })
+    expect(mockRedis.set).toHaveBeenCalledTimes(1)
+    expect(mockRedis.sadd).toHaveBeenCalledWith("next-edu:cache:tag:users", "next-edu:cache:k1")
+    expect(mockRedis.expire).toHaveBeenCalledWith("next-edu:cache:tag:users", 60)
+  })
+
+  it("命中时直接返回缓存值，不调用 producer", async () => {
+    mockRedis.get.mockResolvedValue(JSON.stringify({ count: 99 }))
+    const producer = vi.fn()
+    const result = await store.getOrSet("k1", producer, { tags: ["users"] })
+    expect(result).toEqual({ count: 99 })
+    expect(producer).not.toHaveBeenCalled()
+  })
+
+  it("invalidateTags 通过 smembers+del 批量删除", async () => {
+    mockRedis.smembers
+      .mockResolvedValueOnce(["next-edu:cache:k1", "next-edu:cache:k2"]) // tag users
+      .mockResolvedValueOnce(["next-edu:cache:k3"]) // tag classes
+    await store.invalidateTags(["users", "classes"])
+    expect(mockRedis.smembers).toHaveBeenCalledWith("next-edu:cache:tag:users")
+    expect(mockRedis.smembers).toHaveBeenCalledWith("next-edu:cache:tag:classes")
+    expect(mockRedis.del).toHaveBeenCalledWith("next-edu:cache:k1", "next-edu:cache:k2", "next-edu:cache:k3")
+    expect(mockRedis.del).toHaveBeenCalledWith("next-edu:cache:tag:users", "next-edu:cache:tag:classes")
+  })
+
+  it("Redis 不可用时降级直查 producer", async () => {
+    getRedisClientMock.mockResolvedValueOnce(null)
+    const producer = vi.fn().mockResolvedValue("v1")
+    const result = await store.getOrSet("k1", producer, { tags: ["users"] })
+    expect(result).toBe("v1")
+    expect(producer).toHaveBeenCalledTimes(1)
+  })
+
+  it("Redis 调用抛错时降级直查 producer", async () => {
+    mockRedis.get.mockRejectedValue(new Error("Redis down"))
+    const producer = vi.fn().mockResolvedValue("v1")
+    const result = await store.getOrSet("k1", producer, { tags: ["users"] })
+    expect(result).toBe("v1")
+    expect(producer).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/src/shared/lib/cache/redis-store.ts b/src/shared/lib/cache/redis-store.ts
new file mode 100644
index 0000000..f2e20fd
--- /dev/null
+++ b/src/shared/lib/cache/redis-store.ts
@@ -0,0 +1,107 @@
+import "server-only"
+
+import { getRedisClient } from "@/shared/lib/redis-client"
+import type { CacheStore } from "./types"
+
+const KEY_PREFIX = "next-edu:cache:"
+const TAG_PREFIX = `${KEY_PREFIX}tag:`
+
+/**
+ * Redis 多实例缓存实现。
+ *
+ * - key 格式：next-edu:cache:{key}
+ * - value：JSON.stringify
+ * - tag 反查索引：next-edu:cache:tag:{tag} → Redis Set 存放 keys
+ * - TTL：set 时通过 expire 原子设置
+ * - invalidateTags：smembers → del 批量
+ *
+ * 故障降级：Redis 不可用或调用抛错时，透传 producer，不阻断主流程。
+ */
+export class RedisCacheStore implements CacheStore {
+  async getOrSet<T>(
+    key: string,
+    producer: () => Promise<T>,
+    options: { tags: readonly string[]; ttl?: number },
+  ): Promise<T> {
+    const redis = (await getRedisClient()) as RedisLike | null
+    const redisKey = `${KEY_PREFIX}${key}`
+
+    if (redis) {
+      try {
+        const cached = await redis.get(redisKey)
+        if (cached) {
+          return JSON.parse(cached) as T
+        }
+      } catch (error) {
+        console.error(
+          "[cache] Redis get failure, falling back to producer:",
+          error instanceof Error ? error.message : String(error),
+        )
+      }
+    }
+
+    // 未命中或 Redis 不可用：调用 producer
+    const value = await producer()
+
+    if (redis) {
+      try {
+        await redis.set(redisKey, JSON.stringify(value))
+        if (options.ttl) {
+          await redis.expire(redisKey, options.ttl)
+        }
+        // 维护 tag 索引
+        for (const tag of options.tags) {
+          const tagKey = `${TAG_PREFIX}${tag}`
+          await redis.sadd(tagKey, redisKey)
+          if (options.ttl) {
+            await redis.expire(tagKey, options.ttl)
+          }
+        }
+      } catch (error) {
+        console.error(
+          "[cache] Redis set failure, ignoring:",
+          error instanceof Error ? error.message : String(error),
+        )
+      }
+    }
+
+    return value
+  }
+
+  async invalidateTags(tags: readonly string[]): Promise<void> {
+    const redis = (await getRedisClient()) as RedisLike | null
+    if (!redis) return
+
+    try {
+      const keysToDelete: string[] = []
+      const tagKeysToDelete: string[] = []
+      for (const tag of tags) {
+        const tagKey = `${TAG_PREFIX}${tag}`
+        const keys = await redis.smembers(tagKey)
+        keysToDelete.push(...keys)
+        tagKeysToDelete.push(tagKey)
+      }
+      if (keysToDelete.length > 0) {
+        await redis.del(...keysToDelete)
+      }
+      if (tagKeysToDelete.length > 0) {
+        await redis.del(...tagKeysToDelete)
+      }
+    } catch (error) {
+      console.error(
+        "[cache] Redis invalidateTags failure, ignoring:",
+        error instanceof Error ? error.message : String(error),
+      )
+    }
+  }
+}
+
+/** @upstash/redis 的最小可用接口 */
+interface RedisLike {
+  get(key: string): Promise<string | null>
+  set(key: string, value: string): Promise<unknown>
+  del(...keys: string[]): Promise<number>
+  sadd(key: string, ...members: string[]): Promise<number>
+  smembers(key: string): Promise<string[]>
+  expire(key: string, seconds: number): Promise<number>
+}