diff --git a/.github/workflows/schedule.yml b/.github/workflows/schedule.yml
new file mode 100644
index 000000000000..3e6886735a60
--- /dev/null
+++ b/.github/workflows/schedule.yml
@@ -0,0 +1,32 @@
+name: Schedule Management
+on:
+  schedule:
+    - cron: '4 2 * * *'
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+jobs:
+  maintenance:
+    name: Periodic Maintenance
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 22
+      - uses: pnpm/action-setup@v3
+        with:
+          package_json_file: 'cyborg/package.json'
+          run_install: true
+      - name: Describe the Environment
+        working-directory: cyborg
+        run: pnpm tsx -v
+      - name: Do Maintenance
+        working-directory: cyborg
+        run: pnpm tsx bin/schedule.ts
+        env:
+          GITHUB_TOKEN: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
diff --git a/.github/workflows/unassign.yml b/.github/workflows/unassign.yml
deleted file mode 100644
index e2d793b8ab11..000000000000
--- a/.github/workflows/unassign.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-name: Auto Unassign
-on:
-  schedule:
-    - cron: '4 2 * * *'
-  workflow_dispatch:
-
-permissions:
-  contents: read
-  issues: write
-  pull-requests: write
-
-jobs:
-  auto-unassign:
-    name: Auto Unassign
-    runs-on: ubuntu-latest
-    steps:
-      - name: Auto Unassign
-        uses: tisonspieces/auto-unassign@main
-        with:
-          token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
-          repository: ${{ github.repository }}
diff --git a/cyborg/.gitignore b/cyborg/.gitignore
new file mode 100644
index 000000000000..37d7e734864b
--- /dev/null
+++ b/cyborg/.gitignore
@@ -0,0 +1,2 @@
+node_modules
+.env
diff --git a/cyborg/bin/schedule.ts b/cyborg/bin/schedule.ts
new file mode 100644
index 000000000000..44151dae4a5a
--- /dev/null
+++ b/cyborg/bin/schedule.ts
@@ -0,0 +1,57 @@
+import * as core from '@actions/core'
+import {GitHub} from "@actions/github/lib/utils"
+import _ from "lodash";
+import dayjs from "dayjs";
+import {handleError, obtainClient} from "@/.";
+
+async function main() {
+    const client = obtainClient()
+    await unassign(client)
+}
+
+async function unassign(client: InstanceType<typeof GitHub>) {
+    const owner = "GreptimeTeam"
+    const repo = "greptimedb"
+
+    const dt = dayjs().subtract(14, 'days');
+    core.info(`Open issues updated before ${dt.toISOString()} will be considered stale.`)
+
+    const members = await client.paginate(client.rest.repos.listCollaborators, {
+        owner,
+        repo,
+        permission: "push",
+        per_page: 100
+    }).then((members) => members.map((member) => member.login))
+    core.info(`Members (${members.length}): ${members}`)
+
+    const issues = await client.paginate(client.rest.issues.listForRepo, {
+        owner,
+        repo,
+        state: "open",
+        sort: "created",
+        direction: "asc",
+        per_page: 100
+    })
+    for (const issue of issues) {
+        let assignees = [];
+        if (issue.assignee) {
+            assignees.push(issue.assignee.login)
+        }
+        for (const assignee of issue.assignees) {
+            assignees.push(assignee.login)
+        }
+        assignees = _.uniq(assignees)
+        assignees = _.difference(assignees, members)
+        if (assignees.length > 0 && dayjs(issue.updated_at).isBefore(dt)) {
+            core.info(`Assignees ${assignees} of issue ${issue.number} will be unassigned.`)
+            await client.rest.issues.removeAssignees({
+                owner,
+                repo,
+                issue_number: issue.number,
+                assignees: assignees,
+            })
+        }
+    }
+}
+
+main().catch(handleError)
diff --git a/cyborg/package.json b/cyborg/package.json
new file mode 100644
index 000000000000..7654f49903f1
--- /dev/null
+++ b/cyborg/package.json
@@ -0,0 +1,22 @@
+{
+  "name": "cyborg",
+  "version": "1.0.0",
+  "description": "Automator for GreptimeDB Repository Management",
+  "private": true,
+  "packageManager": "pnpm@8.15.5",
+  "dependencies": {
+    "@actions/core": "^1.10.1",
+    "@actions/github": "^6.0.0",
+    "@octokit/webhooks-types": "^7.5.1",
+    "dayjs": "^1.11.11",
+    "dotenv": "^16.4.5",
+    "lodash": "^4.17.21"
+  },
+  "devDependencies": {
+    "@types/lodash": "^4.17.0",
+    "@types/node": "^20.12.7",
+    "tsconfig-paths": "^4.2.0",
+    "tsx": "^4.8.2",
+    "typescript": "^5.4.5"
+  }
+}
diff --git a/cyborg/pnpm-lock.yaml b/cyborg/pnpm-lock.yaml
new file mode 100644
index 000000000000..d04d0d1f345e
--- /dev/null
+++ b/cyborg/pnpm-lock.yaml
@@ -0,0 +1,533 @@
+lockfileVersion: '6.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+dependencies:
+  '@actions/core':
+    specifier: ^1.10.1
+    version: 1.10.1
+  '@actions/github':
+    specifier: ^6.0.0
+    version: 6.0.0
+  '@octokit/webhooks-types':
+    specifier: ^7.5.1
+    version: 7.5.1
+  dayjs:
+    specifier: ^1.11.11
+    version: 1.11.11
+  dotenv:
+    specifier: ^16.4.5
+    version: 16.4.5
+  lodash:
+    specifier: ^4.17.21
+    version: 4.17.21
+
+devDependencies:
+  '@types/lodash':
+    specifier: ^4.17.0
+    version: 4.17.0
+  '@types/node':
+    specifier: ^20.12.7
+    version: 20.12.7
+  tsconfig-paths:
+    specifier: ^4.2.0
+    version: 4.2.0
+  tsx:
+    specifier: ^4.8.2
+    version: 4.8.2
+  typescript:
+    specifier: ^5.4.5
+    version: 5.4.5
+
+packages:
+
+  /@actions/core@1.10.1:
+    resolution: {integrity: sha512-3lBR9EDAY+iYIpTnTIXmWcNbX3T2kCkAEQGIQx4NVQ0575nk2k3GRZDTPQG+vVtS2izSLmINlxXf0uLtnrTP+g==}
+    dependencies:
+      '@actions/http-client': 2.2.1
+      uuid: 8.3.2
+    dev: false
+
+  /@actions/github@6.0.0:
+    resolution: {integrity: sha512-alScpSVnYmjNEXboZjarjukQEzgCRmjMv6Xj47fsdnqGS73bjJNDpiiXmp8jr0UZLdUB6d9jW63IcmddUP+l0g==}
+    dependencies:
+      '@actions/http-client': 2.2.1
+      '@octokit/core': 5.2.0
+      '@octokit/plugin-paginate-rest': 9.2.1(@octokit/core@5.2.0)
+      '@octokit/plugin-rest-endpoint-methods': 10.4.1(@octokit/core@5.2.0)
+    dev: false
+
+  /@actions/http-client@2.2.1:
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+    dependencies:
+      tunnel: 0.0.6
+      undici: 5.28.4
+    dev: false
+
+  /@esbuild/aix-ppc64@0.20.2:
+    resolution: {integrity: sha512-D+EBOJHXdNZcLJRBkhENNG8Wji2kgc9AZ9KiPr1JuZjsNtyHzrsfLRrY0tk2H2aoFu6RANO1y1iPPUCDYWkb5g==}
+    engines: {node: '>=12'}
+    cpu: [ppc64]
+    os: [aix]
+    requiresBuild: true
+    dev: true
+    optional: true
+
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+    resolution: {integrity: sha512-mRzjLacRtl/tWU0SvD8lUEwb61yP9cqQo6noDZP/O8VkwafSYwZ4yWy24kan8jE/IMERpYncRt2dw438LP3Xmg==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [android]
+    requiresBuild: true
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+
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+    engines: {node: '>=12'}
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+    requiresBuild: true
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+    engines: {node: '>=12'}
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+    engines: {node: '>=12'}
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+    requiresBuild: true
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+
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+    requiresBuild: true
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+    requiresBuild: true
+    dev: true
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+    engines: {node: '>=12'}
+    cpu: [riscv64]
+    os: [linux]
+    requiresBuild: true
+    dev: true
+    optional: true
+
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+    resolution: {integrity: sha512-wcWISOobRWNm3cezm5HOZcYz1sKoHLd8VL1dl309DiixxVFoFe/o8HnwuIwn6sXre88Nwj+VwZUvJf4AFxkyrQ==}
+    engines: {node: '>=12'}
+    cpu: [s390x]
+    os: [linux]
+    requiresBuild: true
+    dev: true
+    optional: true
+
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+    os: [linux]
+    requiresBuild: true
+    dev: true
+    optional: true
+
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+    os: [netbsd]
+    requiresBuild: true
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+    optional: true
+
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+    cpu: [x64]
+    os: [openbsd]
+    requiresBuild: true
+    dev: true
+    optional: true
+
+  /@esbuild/sunos-x64@0.20.2:
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+    requiresBuild: true
+    dev: true
+    optional: true
+
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+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [win32]
+    requiresBuild: true
+    dev: true
+    optional: true
+
+  /@esbuild/win32-ia32@0.20.2:
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+    engines: {node: '>=12'}
+    cpu: [ia32]
+    os: [win32]
+    requiresBuild: true
+    dev: true
+    optional: true
+
+  /@esbuild/win32-x64@0.20.2:
+    resolution: {integrity: sha512-N49X4lJX27+l9jbLKSqZ6bKNjzQvHaT8IIFUy+YIqmXQdjYCToGWwOItDrfby14c78aDd5NHQl29xingXfCdLQ==}
+    engines: {node: '>=12'}
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+    os: [win32]
+    requiresBuild: true
+    dev: true
+    optional: true
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+    dev: false
+
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+    dependencies:
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+      '@octokit/graphql': 7.1.0
+      '@octokit/request': 8.4.0
+      '@octokit/request-error': 5.1.0
+      '@octokit/types': 13.5.0
+      before-after-hook: 2.2.3
+      universal-user-agent: 6.0.1
+    dev: false
+
+  /@octokit/endpoint@9.0.5:
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+    engines: {node: '>= 18'}
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+
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+    dependencies:
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+    dev: false
+
+  /@octokit/openapi-types@20.0.0:
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+    dev: false
+
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+    dev: false
+
+  /@octokit/plugin-paginate-rest@9.2.1(@octokit/core@5.2.0):
+    resolution: {integrity: sha512-wfGhE/TAkXZRLjksFXuDZdmGnJQHvtU/joFQdweXUgzo1XwvBCD4o4+75NtFfjfLK5IwLf9vHTfSiU3sLRYpRw==}
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+    dev: false
+
+  /@octokit/plugin-rest-endpoint-methods@10.4.1(@octokit/core@5.2.0):
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+    dev: false
+
+  /@octokit/request-error@5.1.0:
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+    dependencies:
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+      deprecation: 2.3.1
+      once: 1.4.0
+    dev: false
+
+  /@octokit/request@8.4.0:
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diff --git a/cyborg/src/index.ts b/cyborg/src/index.ts
new file mode 100644
index 000000000000..6b481f97c063
--- /dev/null
+++ b/cyborg/src/index.ts
@@ -0,0 +1,14 @@
+import * as core from "@actions/core";
+import {config} from "dotenv";
+import {getOctokit} from "@actions/github";
+import {GitHub} from "@actions/github/lib/utils";
+
+export function handleError(err: any): void {
+    core.error(err)
+    core.setFailed(`Unhandled error: ${err}`)
+}
+
+export function obtainClient(): InstanceType<typeof GitHub> {
+    config()
+    return getOctokit(process.env["GITHUB_TOKEN"])
+}
diff --git a/cyborg/tsconfig.json b/cyborg/tsconfig.json
new file mode 100644
index 000000000000..94d44e75c44b
--- /dev/null
+++ b/cyborg/tsconfig.json
@@ -0,0 +1,13 @@
+{
+  "ts-node": {
+    "require": ["tsconfig-paths/register"]
+  },
+  "compilerOptions": {
+    "module": "NodeNext",
+    "moduleResolution": "NodeNext",
+    "target": "ES6",
+    "paths": {
+      "@/*": ["./src/*"]
+    }
+  }
+}