diff --git a/package-lock.json b/package-lock.json
index 296f91d4..8280285b 100644
--- a/package-lock.json
+++ b/package-lock.json
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       "version": "0.1.2",
@@ -6314,33 +6266,18 @@
       "integrity": "sha512-JNvd8XER9GQX0v2qJgsaN/mzFCNA5BRe/j8JN9d+tWyGLSodKQHKFicdwNYzWwI3wjRnaKPsGj1XkBjx/F96DQ==",
       "dev": true
     },
-    "lodash.get": {
-      "version": "4.4.2",
-      "resolved": "https://registry.npmjs.org/lodash.get/-/lodash.get-4.4.2.tgz",
-      "integrity": "sha1-LRd/ZS+jHpObRDjVNBSZ36OCXpk="
-    },
     "lodash.memoize": {
       "version": "4.1.2",
       "resolved": "https://registry.npmjs.org/lodash.memoize/-/lodash.memoize-4.1.2.tgz",
       "integrity": "sha1-vMbEmkKihA7Zl/Mj6tpezRguC/4=",
       "dev": true
     },
-    "lodash.set": {
-      "version": "4.3.2",
-      "resolved": "https://registry.npmjs.org/lodash.set/-/lodash.set-4.3.2.tgz",
-      "integrity": "sha1-2HV7HagH3eJIFrDWqEvqGnYjCyM="
-    },
     "lodash.sortby": {
       "version": "4.7.0",
       "resolved": "https://registry.npmjs.org/lodash.sortby/-/lodash.sortby-4.7.0.tgz",
       "integrity": "sha1-7dFMgk4sycHgsKG0K7UhBRakJDg=",
       "dev": true
     },
-    "lodash.uniq": {
-      "version": "4.5.0",
-      "resolved": "https://registry.npmjs.org/lodash.uniq/-/lodash.uniq-4.5.0.tgz",
-      "integrity": "sha1-0CJTc662Uq3BvILklFM5qEJ1R3M="
-    },
     "loose-envify": {
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
@@ -6350,11 +6287,6 @@
         "js-tokens": "^3.0.0 || ^4.0.0"
       }
     },
-    "macos-release": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/macos-release/-/macos-release-2.3.0.tgz",
-      "integrity": "sha512-OHhSbtcviqMPt7yfw5ef5aghS2jzFVKEFyCJndQt2YpSQ9qRVSEv2axSJI1paVThEu+FFGs584h/1YhxjVqajA=="
-    },
     "make-dir": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/make-dir/-/make-dir-2.1.0.tgz",
@@ -6564,7 +6496,8 @@
     "nice-try": {
       "version": "1.0.5",
       "resolved": "https://registry.npmjs.org/nice-try/-/nice-try-1.0.5.tgz",
-      "integrity": "sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ=="
+      "integrity": "sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==",
+      "dev": true
     },
     "node-fetch": {
       "version": "2.6.0",
@@ -6637,6 +6570,7 @@
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-2.0.2.tgz",
       "integrity": "sha1-NakjLfo11wZ7TLLd8jV7GHFTbF8=",
+      "dev": true,
       "requires": {
         "path-key": "^2.0.0"
       }
@@ -6764,11 +6698,6 @@
         "has": "^1.0.3"
       }
     },
-    "octokit-pagination-methods": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/octokit-pagination-methods/-/octokit-pagination-methods-1.1.0.tgz",
-      "integrity": "sha512-fZ4qZdQ2nxJvtcasX7Ghl+WlWS/d9IgnBIwFZXVNNZUmzpno91SX5bc5vuxiuKoCtK78XxGGNuSCrDC7xYB3OQ=="
-    },
     "once": {
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/once/-/once-1.4.0.tgz",
@@ -6800,15 +6729,6 @@
         "word-wrap": "~1.2.3"
       }
     },
-    "os-name": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/os-name/-/os-name-3.1.0.tgz",
-      "integrity": "sha512-h8L+8aNjNcMpo/mAIBPn5PXCM16iyPGjHNWo6U1YO8sJTMHtEtyczI6QJnLoplswm6goopQkqc7OAnjhWcugVg==",
-      "requires": {
-        "macos-release": "^2.2.0",
-        "windows-release": "^3.1.0"
-      }
-    },
     "os-tmpdir": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/os-tmpdir/-/os-tmpdir-1.0.2.tgz",
@@ -6827,7 +6747,8 @@
     "p-finally": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz",
-      "integrity": "sha1-P7z7FbiZpEEjs0ttzBi3JDNqLK4="
+      "integrity": "sha1-P7z7FbiZpEEjs0ttzBi3JDNqLK4=",
+      "dev": true
     },
     "p-limit": {
       "version": "1.3.0",
@@ -6910,7 +6831,8 @@
     "path-key": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/path-key/-/path-key-2.0.1.tgz",
-      "integrity": "sha1-QRyttXTFoUDTpLGRDUDYDMn0C0A="
+      "integrity": "sha1-QRyttXTFoUDTpLGRDUDYDMn0C0A=",
+      "dev": true
     },
     "path-parse": {
       "version": "1.0.6",
@@ -7034,6 +6956,7 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.0.tgz",
       "integrity": "sha512-LwZy+p3SFs1Pytd/jYct4wpv49HiYCqd9Rlc5ZVdk0V+8Yzv6jR5Blk3TRmPL1ft69TxP0IMZGJ+WPFU2BFhww==",
+      "dev": true,
       "requires": {
         "end-of-stream": "^1.1.0",
         "once": "^1.3.1"
@@ -7467,6 +7390,7 @@
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-1.2.0.tgz",
       "integrity": "sha1-RKrGW2lbAzmJaMOfNj/uXer98eo=",
+      "dev": true,
       "requires": {
         "shebang-regex": "^1.0.0"
       }
@@ -7474,7 +7398,8 @@
     "shebang-regex": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/shebang-regex/-/shebang-regex-1.0.0.tgz",
-      "integrity": "sha1-2kL0l0DAtC2yypcoVxyxkMmO/qM="
+      "integrity": "sha1-2kL0l0DAtC2yypcoVxyxkMmO/qM=",
+      "dev": true
     },
     "shellwords": {
       "version": "0.1.1",
@@ -7485,7 +7410,8 @@
     "signal-exit": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.3.tgz",
-      "integrity": "sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA=="
+      "integrity": "sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA==",
+      "dev": true
     },
     "sisteransi": {
       "version": "1.0.5",
@@ -7866,7 +7792,8 @@
     "strip-eof": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/strip-eof/-/strip-eof-1.0.0.tgz",
-      "integrity": "sha1-u0P/VZim6wXYm1n80SnJgzE2Br8="
+      "integrity": "sha1-u0P/VZim6wXYm1n80SnJgzE2Br8=",
+      "dev": true
     },
     "strip-json-comments": {
       "version": "2.0.1",
@@ -8189,12 +8116,9 @@
       }
     },
     "universal-user-agent": {
-      "version": "4.0.1",
-      "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-4.0.1.tgz",
-      "integrity": "sha512-LnST3ebHwVL2aNe4mejI9IQh2HfZ1RLo8Io2HugSif8ekzD1TlWpHpColOB/eh8JHMLkGH3Akqf040I+4ylNxg==",
-      "requires": {
-        "os-name": "^3.1.0"
-      }
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-6.0.0.tgz",
+      "integrity": "sha512-isyNax3wXoKaulPDZWHQqbmIx1k2tb9fb3GGDBRxCscfYV2Ch7WxPArBsFEG8s/safwXTT7H4QGhaIkTp9447w=="
     },
     "unset-value": {
       "version": "1.0.0",
@@ -8365,6 +8289,7 @@
       "version": "1.3.1",
       "resolved": "https://registry.npmjs.org/which/-/which-1.3.1.tgz",
       "integrity": "sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==",
+      "dev": true,
       "requires": {
         "isexe": "^2.0.0"
       }
@@ -8375,14 +8300,6 @@
       "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=",
       "dev": true
     },
-    "windows-release": {
-      "version": "3.3.0",
-      "resolved": "https://registry.npmjs.org/windows-release/-/windows-release-3.3.0.tgz",
-      "integrity": "sha512-2HetyTg1Y+R+rUgrKeUEhAG/ZuOmTrI1NBb3ZyAGQMYmOJjBBPe4MTodghRkmLJZHwkuPi02anbeGP+Zf401LQ==",
-      "requires": {
-        "execa": "^1.0.0"
-      }
-    },
     "word-wrap": {
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
diff --git a/package.json b/package.json
index d0ae5e0b..3a951d71 100644
--- a/package.json
+++ b/package.json
@@ -26,8 +26,8 @@
   "license": "MIT",
   "dependencies": {
     "@actions/core": "^1.2.4",
-    "@actions/github": "^2.2.0",
-    "@octokit/rest": "^16.43.1",
+    "@actions/github": "^4.0.0",
+    "@octokit/rest": "^18.0.2",
     "semver": "^7.3.2"
   },
   "devDependencies": {
diff --git a/src/IssueProcessor.ts b/src/IssueProcessor.ts
index fd694247..6abcc2a8 100644
--- a/src/IssueProcessor.ts
+++ b/src/IssueProcessor.ts
@@ -1,8 +1,7 @@
 import * as core from '@actions/core';
-import * as github from '@actions/github';
-import {Octokit} from '@octokit/rest';
-
-type OctoKitIssueList = Octokit.Response<Octokit.IssuesListForRepoResponse>;
+import {context, getOctokit} from '@actions/github';
+//import {Octokit} from '@octokit/rest';
+import {GetResponseTypeFromEndpointMethod} from '@octokit/types';
 
 export interface Issue {
   title: string;
@@ -58,9 +57,9 @@ export interface IssueProcessorOptions {
  * Handle processing of issues for staleness/closure.
  */
 export class IssueProcessor {
-  readonly client: github.GitHub;
+  readonly client: any;
   readonly options: IssueProcessorOptions;
-  private operationsLeft = 0;
+  private operationsLeft: number = 0;
 
   readonly staleIssues: Issue[] = [];
   readonly closedIssues: Issue[] = [];
@@ -80,7 +79,7 @@ export class IssueProcessor {
   ) {
     this.options = options;
     this.operationsLeft = options.operationsPerRun;
-    this.client = new github.GitHub(options.repoToken);
+    this.client = getOctokit(options.repoToken);
 
     if (getIssues) {
       this.getIssues = getIssues;
@@ -101,7 +100,7 @@ export class IssueProcessor {
     }
   }
 
-  async processIssues(page = 1): Promise<number> {
+  async processIssues(page: number = 1): Promise<number> {
     // get the next batch of issues
     const issues: Issue[] = await this.getIssues(page);
     this.operationsLeft -= 1;
@@ -268,12 +267,11 @@ export class IssueProcessor {
 
     const filteredComments = comments.filter(
       comment =>
-        comment.user.type === 'User' &&
-        comment.user.login !== github.context.actor
+        comment.user.type === 'User' && comment.user.login !== context.actor
     );
 
     core.info(
-      `Comments not made by ${github.context.actor} or another bot: ${filteredComments.length}`
+      `Comments not made by ${context.actor} or another bot: ${filteredComments.length}`
     );
 
     // if there are any user comments returned
@@ -288,8 +286,8 @@ export class IssueProcessor {
     // find any comments since date on the given issue
     try {
       const comments = await this.client.issues.listComments({
-        owner: github.context.repo.owner,
-        repo: github.context.repo.repo,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
         issue_number: issueNumber,
         since: sinceDate
       });
@@ -302,11 +300,15 @@ export class IssueProcessor {
 
   // grab issues from github in baches of 100
   private async getIssues(page: number): Promise<Issue[]> {
+    // generate type for response
+    const endpoint = this.client.issues.listForRepo;
+    type OctoKitIssueList = GetResponseTypeFromEndpointMethod<typeof endpoint>;
+
     try {
       const issueResult: OctoKitIssueList = await this.client.issues.listForRepo(
         {
-          owner: github.context.repo.owner,
-          repo: github.context.repo.repo,
+          owner: context.repo.owner,
+          repo: context.repo.repo,
           state: 'open',
           labels: this.options.onlyLabels,
           per_page: 100,
@@ -346,8 +348,8 @@ export class IssueProcessor {
     if (!skipMessage) {
       try {
         await this.client.issues.createComment({
-          owner: github.context.repo.owner,
-          repo: github.context.repo.repo,
+          owner: context.repo.owner,
+          repo: context.repo.repo,
           issue_number: issue.number,
           body: staleMessage
         });
@@ -358,8 +360,8 @@ export class IssueProcessor {
 
     try {
       await this.client.issues.addLabels({
-        owner: github.context.repo.owner,
-        repo: github.context.repo.repo,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
         issue_number: issue.number,
         labels: [staleLabel]
       });
@@ -385,8 +387,8 @@ export class IssueProcessor {
     if (closeMessage) {
       try {
         await this.client.issues.createComment({
-          owner: github.context.repo.owner,
-          repo: github.context.repo.repo,
+          owner: context.repo.owner,
+          repo: context.repo.repo,
           issue_number: issue.number,
           body: closeMessage
         });
@@ -397,8 +399,8 @@ export class IssueProcessor {
 
     try {
       await this.client.issues.update({
-        owner: github.context.repo.owner,
-        repo: github.context.repo.repo,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
         issue_number: issue.number,
         state: 'closed'
       });
@@ -423,8 +425,8 @@ export class IssueProcessor {
 
     try {
       await this.client.issues.removeLabel({
-        owner: github.context.repo.owner,
-        repo: github.context.repo.repo,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
         issue_number: issue.number,
         name: encodeURIComponent(label) // A label can have a "?" in the name
       });
@@ -444,8 +446,8 @@ export class IssueProcessor {
     this.operationsLeft -= 1;
 
     const options = this.client.issues.listEvents.endpoint.merge({
-      owner: github.context.repo.owner,
-      repo: github.context.repo.repo,
+      owner: context.repo.owner,
+      repo: context.repo.repo,
       per_page: 100,
       issue_number: issue.number
     });