diff --git a/.github/workflows/jsdoc-automation.yml b/.github/workflows/jsdoc-automation.yml
new file mode 100644
index 0000000000..2ad6625a4e
--- /dev/null
+++ b/.github/workflows/jsdoc-automation.yml
@@ -0,0 +1,81 @@
+name: JSDoc Automation
+
+on:
+  workflow_dispatch:
+    inputs:
+      pull_number:
+        description: 'Pull Request Number (if not provided, scans root_directory) - PR must be merged to develop branch'
+        required: false
+        type: string
+      root_directory:
+        description: 'Only scans files in this directory (relative to repository root, e.g., packages/core/src)'
+        required: true
+        default: 'packages/core/src/test_resources'
+        type: string
+      excluded_directories:
+        description: 'Directories to exclude from scanning (comma-separated, relative to root_directory)'
+        required: true
+        default: 'node_modules,dist,test'
+        type: string
+      reviewers:
+        description: 'Pull Request Reviewers (comma-separated GitHub usernames)'
+        required: true
+        default: ''
+        type: string
+
+jobs:
+  generate-docs:
+    runs-on: ubuntu-latest
+
+    env:
+      GITHUB_ACCESS_TOKEN: ${{ secrets.GH_PAT }}
+      OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '23'
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v2
+        with:
+          version: 8
+          run_install: false
+
+      - name: Update lockfile
+        working-directory: packages/jsdoc-automation
+        run: |
+          echo "Updating lockfile..."
+          pnpm install --no-frozen-lockfile
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+          git config --global user.name "github-actions[bot]"
+          git add pnpm-lock.yaml
+          git commit -m "chore: update pnpm lockfile" || echo "No changes to commit"
+          git push || echo "No changes to push"
+
+      - name: Install root dependencies
+        run: pnpm install --no-frozen-lockfile
+
+      - name: Install package dependencies
+        working-directory: packages/jsdoc-automation
+        run: pnpm install --no-frozen-lockfile
+
+      - name: Run documentation generator
+        working-directory: packages/jsdoc-automation
+        run: |
+          echo "Node version: $(node --version)"
+          echo "NPM version: $(npm --version)"
+          echo "Directory contents:"
+          ls -la
+          NODE_OPTIONS='--experimental-vm-modules --no-warnings' pnpm start
+        env:
+          INPUT_ROOT_DIRECTORY: ${{ inputs.root_directory }}
+          INPUT_PULL_NUMBER: ${{ inputs.pull_number }}
+          INPUT_EXCLUDED_DIRECTORIES: ${{ inputs.excluded_directories }}
+          INPUT_REVIEWERS: ${{ inputs.reviewers }}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/.example.env b/scripts/jsdoc-automation/.example.env
new file mode 100644
index 0000000000..5c7a3b7f5e
--- /dev/null
+++ b/scripts/jsdoc-automation/.example.env
@@ -0,0 +1,2 @@
+GITHUB_ACCESS_TOKEN=
+OPENAI_API_KEY=
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/.gitignore b/scripts/jsdoc-automation/.gitignore
new file mode 100644
index 0000000000..ed03f6d96a
--- /dev/null
+++ b/scripts/jsdoc-automation/.gitignore
@@ -0,0 +1,25 @@
+# Dependencies
+node_modules
+.pnpm-store
+
+# Build outputs
+dist
+build
+
+# Environment variables
+.env
+.env.local
+.env.*.local
+
+# Logs
+*.log
+npm-debug.log*
+pnpm-debug.log*
+
+# Editor directories
+.idea
+.vscode
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/README.md b/scripts/jsdoc-automation/README.md
new file mode 100644
index 0000000000..9d9e141162
--- /dev/null
+++ b/scripts/jsdoc-automation/README.md
@@ -0,0 +1,92 @@
+# Codebase Documentation
+- https://github.com/ai16z/eliza/issues/1110
+
+## Set up
+- Set GH_PAT & OPENAI_API_KEY in github actions as env variables
+
+## Summary
+- To only scan files in a PR, ensure the files have been merged into the base branch (defaults to develop), and provide the PR number in the github Action input
+- `root_directory` is still enforced when scanning a PR
+- To scan a provided directory set `root_directory` and leave the PR number empty
+
+## GitHub Workflow Automation
+
+The codebase includes a GitHub Actions workflow (`JSDoc Automation`) that allows triggering the documentation generation process with custom parameters. The workflow is defined in the `.github/workflows` directory.
+
+# Workflow Dispatch Inputs
+
+The workflow can be triggered manually using the `workflow_dispatch` event, which accepts the following inputs:
+
+- `pull_number` (optional): The pull request number to generate documentation for.
+  - if not provided, the `root_directory` will be scanned
+  - PR must be merged to develop/main branch
+
+- `root_directory` (required): Only scans files in this directory.
+  - Description: Target directory relative to repository root (e.g., packages/core/src)
+  - Default: `packages/core/src/test_resources` - arbitrarily chose this because its small
+
+- `excluded_directories` (required): Directories to exclude from scanning.
+  - Description: Comma-separated list of directories to exclude, relative to root_directory
+  - Default: 'node_modules,dist,test'
+
+- `reviewers` (required): Pull Request Reviewers.
+  - Description: Comma-separated list of GitHub usernames
+  - Default: ''
+
+### Config File
+The `src/Configuration.ts` handles configuration loading from environment variables with fallback to YAML workflow files.
+
+#### Default Values
+
+- **Repository**: ai16z/eliza
+- **Branch**: develop
+- **Commit Message**: "Generated JSDoc comments"
+- **PR Title**: "JSDoc Generation"
+- **PR Description**: "Automated JSDoc generation for the codebase"
+- **PR Labels**: ["documentation", "automated-pr"]
+- **Excluded Directories**: ["node_modules", "dist", "test"]
+- **Excluded Files**: ["index.d.ts"]
+
+
+### Environment Variables
+
+The following environment variables need to be added to the GitHub repository secrets:
+
+- `GH_PAT`: Personal Access Token with sufficient permissions to create branches, commit changes, and create pull requests in the repository.
+- `OPENAI_API_KEY`: API key for accessing the OpenAI chat API used by the `AIService` to generate comments.
+
+# Codebase Documentation
+
+## `JsDocGenerator` Class
+The `JsDocGenerator` class is responsible for generating JSDoc comments for code snippets and classes. It uses the `AIService` to generate comments based on the code provided.
+
+## `TypeScriptFileIdentifier` Class
+The `TypeScriptFileIdentifier` class handles identifying and retrieving TypeScript files from a specified directory. It checks file extensions to determine if a file is a TypeScript file.
+
+## `TypeScriptParser` Class
+The `TypeScriptParser` class parses TypeScript files using the `@typescript-eslint/parser`. It generates an abstract syntax tree (AST) representation of the parsed content.
+
+## `DocumentationGenerator` Class
+The `DocumentationGenerator` class orchestrates the generation of JSDoc documentation for a codebase. It traverses the directory, identifies TypeScript files, parses them, analyzes existing JSDoc comments, generates missing comments using the `JsDocGenerator`, and updates the files with the generated documentation. It also handles creating git branches, committing changes, and creating pull requests.
+
+## `JsDocAnalyzer` Class
+The `JsDocAnalyzer` class analyzes JSDoc comments in TypeScript code. It traverses the AST and identifies nodes that should have JSDoc comments. It also provides methods to check if a node is a class node and retrieve JSDoc comments associated with a node.
+
+## `AIService` Class
+The `AIService` class is a service for interacting with the OpenAI chat API. It uses the `ChatOpenAI` class from the `@langchain/openai` package to generate comments based on provided prompts.
+
+## `DirectoryTraversal` Class
+The `DirectoryTraversal` class handles traversing directories and files. It can traverse based on provided PR files or scan all files in a root directory. It filters files based on excluded directories and file extensions.
+
+## `GitManager` Class
+The `GitManager` class manages operations related to interacting with a Git repository using the GitHub API. It can retrieve files in a pull request, create branches, commit files, and create pull requests.
+
+## `Configuration` Class
+The `Configuration` class represents a configuration object that holds various settings for a project. It can load configuration data from a JSON file and save the current configuration data to a file.
+
+## `Main` Function
+The `main` function is the entry point of the documentation generation process. It creates instances of necessary classes, loads the configuration, retrieves files from a pull request if specified, traverses the directory, parses TypeScript files, analyzes JSDoc comments, and generates documentation using the `DocumentationGenerator`. It also handles error logging.
+
+## Prompt Template Locations:
+- DocumentationGenerator
+- JsDocGenerator
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/package.json b/scripts/jsdoc-automation/package.json
new file mode 100644
index 0000000000..60902a2a41
--- /dev/null
+++ b/scripts/jsdoc-automation/package.json
@@ -0,0 +1,30 @@
+{
+    "type": "module",
+    "name": "plugin-audix",
+    "version": "1.0.0",
+    "description": "",
+    "main": "index.ts",
+    "scripts": {
+        "start": "NODE_OPTIONS='--loader ts-node/esm' node src/index.ts",
+        "test": "echo \"Error: no test specified\" && exit 1",
+        "clean": "rm -rf node_modules dist"
+    },
+    "keywords": [],
+    "author": "",
+    "license": "MIT",
+    "dependencies": {
+        "@langchain/openai": "^0.3.16",
+        "@octokit/rest": "^21.0.2",
+        "@types/node": "^20.11.0",
+        "dotenv": "^16.4.7",
+        "langchain": "^0.3.7",
+        "@typescript-eslint/parser": "6.18.1",
+        "@typescript-eslint/types": "6.18.1",
+        "@typescript-eslint/typescript-estree": "6.18.1",
+        "yaml": "^2.3.4"
+    },
+    "devDependencies": {
+        "ts-node": "^10.9.2",
+        "typescript": "5.3.3"
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/pnpm-lock.yaml b/scripts/jsdoc-automation/pnpm-lock.yaml
new file mode 100644
index 0000000000..4bf18e4f59
--- /dev/null
+++ b/scripts/jsdoc-automation/pnpm-lock.yaml
@@ -0,0 +1,1667 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@langchain/openai':
+        specifier: ^0.3.16
+        version: 0.3.16(@langchain/core@0.3.26(openai@4.77.0(zod@3.24.1)))
+      '@octokit/rest':
+        specifier: ^21.0.2
+        version: 21.0.2
+      '@types/node':
+        specifier: ^20.11.0
+        version: 20.17.10
+      '@typescript-eslint/parser':
+        specifier: ^6.18.1
+        version: 6.21.0(eslint@9.17.0)(typescript@5.3.3)
+      '@typescript-eslint/types':
+        specifier: ^6.18.1
+        version: 6.21.0
+      dotenv:
+        specifier: ^16.4.7
+        version: 16.4.7
+      langchain:
+        specifier: ^0.3.7
+        version: 0.3.7(@langchain/core@0.3.26(openai@4.77.0(zod@3.24.1)))(openai@4.77.0(zod@3.24.1))
+      yaml:
+        specifier: ^2.3.4
+        version: 2.6.1
+    devDependencies:
+      ts-node:
+        specifier: ^10.9.2
+        version: 10.9.2(@types/node@20.17.10)(typescript@5.3.3)
+      typescript:
+        specifier: 5.3.3
+        version: 5.3.3
+
+packages:
+
+  '@cfworker/json-schema@4.0.3':
+    resolution: {integrity: sha512-ZykIcDTVv5UNmKWSTLAs3VukO6NDJkkSKxrgUTDPBkAlORVT3H9n5DbRjRl8xIotklscHdbLIa0b9+y3mQq73g==}
+
+  '@cspotcode/source-map-support@0.8.1':
+    resolution: {integrity: sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==}
+    engines: {node: '>=12'}
+
+  '@eslint-community/eslint-utils@4.4.1':
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+    engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0}
+    peerDependencies:
+      eslint: ^6.0.0 || ^7.0.0 || >=8.0.0
+
+  '@eslint-community/regexpp@4.12.1':
+    resolution: {integrity: sha512-CCZCDJuduB9OUkFkY2IgppNZMi2lBQgD2qzwXkEia16cge2pijY/aXi96CJMquDMn3nJdlPV1A5KrJEXwfLNzQ==}
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+  '@eslint/config-array@0.19.1':
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+  '@eslint/core@0.9.1':
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+  '@eslint/eslintrc@3.2.0':
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+      array-union: 2.1.0
+      dir-glob: 3.0.1
+      fast-glob: 3.3.2
+      ignore: 5.3.2
+      merge2: 1.4.1
+      slash: 3.0.0
+
+  has-flag@4.0.0: {}
+
+  humanize-ms@1.2.1:
+    dependencies:
+      ms: 2.1.3
+
+  ignore@5.3.2: {}
+
+  import-fresh@3.3.0:
+    dependencies:
+      parent-module: 1.0.1
+      resolve-from: 4.0.0
+
+  imurmurhash@0.1.4: {}
+
+  is-extglob@2.1.1: {}
+
+  is-glob@4.0.3:
+    dependencies:
+      is-extglob: 2.1.1
+
+  is-number@7.0.0: {}
+
+  isexe@2.0.0: {}
+
+  js-tiktoken@1.0.16:
+    dependencies:
+      base64-js: 1.5.1
+
+  js-yaml@4.1.0:
+    dependencies:
+      argparse: 2.0.1
+
+  json-buffer@3.0.1: {}
+
+  json-schema-traverse@0.4.1: {}
+
+  json-stable-stringify-without-jsonify@1.0.1: {}
+
+  jsonpointer@5.0.1: {}
+
+  keyv@4.5.4:
+    dependencies:
+      json-buffer: 3.0.1
+
+  langchain@0.3.7(@langchain/core@0.3.26(openai@4.77.0(zod@3.24.1)))(openai@4.77.0(zod@3.24.1)):
+    dependencies:
+      '@langchain/core': 0.3.26(openai@4.77.0(zod@3.24.1))
+      '@langchain/openai': 0.3.16(@langchain/core@0.3.26(openai@4.77.0(zod@3.24.1)))
+      '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.26(openai@4.77.0(zod@3.24.1)))
+      js-tiktoken: 1.0.16
+      js-yaml: 4.1.0
+      jsonpointer: 5.0.1
+      langsmith: 0.2.13(openai@4.77.0(zod@3.24.1))
+      openapi-types: 12.1.3
+      p-retry: 4.6.2
+      uuid: 10.0.0
+      yaml: 2.6.1
+      zod: 3.24.1
+      zod-to-json-schema: 3.24.1(zod@3.24.1)
+    transitivePeerDependencies:
+      - encoding
+      - openai
+
+  langsmith@0.2.13(openai@4.77.0(zod@3.24.1)):
+    dependencies:
+      '@types/uuid': 10.0.0
+      commander: 10.0.1
+      p-queue: 6.6.2
+      p-retry: 4.6.2
+      semver: 7.6.3
+      uuid: 10.0.0
+    optionalDependencies:
+      openai: 4.77.0(zod@3.24.1)
+
+  levn@0.4.1:
+    dependencies:
+      prelude-ls: 1.2.1
+      type-check: 0.4.0
+
+  locate-path@6.0.0:
+    dependencies:
+      p-locate: 5.0.0
+
+  lodash.merge@4.6.2: {}
+
+  make-error@1.3.6: {}
+
+  merge2@1.4.1: {}
+
+  micromatch@4.0.8:
+    dependencies:
+      braces: 3.0.3
+      picomatch: 2.3.1
+
+  mime-db@1.52.0: {}
+
+  mime-types@2.1.35:
+    dependencies:
+      mime-db: 1.52.0
+
+  minimatch@3.1.2:
+    dependencies:
+      brace-expansion: 1.1.11
+
+  minimatch@9.0.3:
+    dependencies:
+      brace-expansion: 2.0.1
+
+  ms@2.1.3: {}
+
+  mustache@4.2.0: {}
+
+  natural-compare@1.4.0: {}
+
+  node-domexception@1.0.0: {}
+
+  node-fetch@2.7.0:
+    dependencies:
+      whatwg-url: 5.0.0
+
+  openai@4.77.0(zod@3.24.1):
+    dependencies:
+      '@types/node': 18.19.68
+      '@types/node-fetch': 2.6.12
+      abort-controller: 3.0.0
+      agentkeepalive: 4.5.0
+      form-data-encoder: 1.7.2
+      formdata-node: 4.4.1
+      node-fetch: 2.7.0
+    optionalDependencies:
+      zod: 3.24.1
+    transitivePeerDependencies:
+      - encoding
+
+  openapi-types@12.1.3: {}
+
+  optionator@0.9.4:
+    dependencies:
+      deep-is: 0.1.4
+      fast-levenshtein: 2.0.6
+      levn: 0.4.1
+      prelude-ls: 1.2.1
+      type-check: 0.4.0
+      word-wrap: 1.2.5
+
+  p-finally@1.0.0: {}
+
+  p-limit@3.1.0:
+    dependencies:
+      yocto-queue: 0.1.0
+
+  p-locate@5.0.0:
+    dependencies:
+      p-limit: 3.1.0
+
+  p-queue@6.6.2:
+    dependencies:
+      eventemitter3: 4.0.7
+      p-timeout: 3.2.0
+
+  p-retry@4.6.2:
+    dependencies:
+      '@types/retry': 0.12.0
+      retry: 0.13.1
+
+  p-timeout@3.2.0:
+    dependencies:
+      p-finally: 1.0.0
+
+  parent-module@1.0.1:
+    dependencies:
+      callsites: 3.1.0
+
+  path-exists@4.0.0: {}
+
+  path-key@3.1.1: {}
+
+  path-type@4.0.0: {}
+
+  picomatch@2.3.1: {}
+
+  prelude-ls@1.2.1: {}
+
+  punycode@2.3.1: {}
+
+  queue-microtask@1.2.3: {}
+
+  resolve-from@4.0.0: {}
+
+  retry@0.13.1: {}
+
+  reusify@1.0.4: {}
+
+  run-parallel@1.2.0:
+    dependencies:
+      queue-microtask: 1.2.3
+
+  semver@7.6.3: {}
+
+  shebang-command@2.0.0:
+    dependencies:
+      shebang-regex: 3.0.0
+
+  shebang-regex@3.0.0: {}
+
+  slash@3.0.0: {}
+
+  strip-json-comments@3.1.1: {}
+
+  supports-color@7.2.0:
+    dependencies:
+      has-flag: 4.0.0
+
+  to-regex-range@5.0.1:
+    dependencies:
+      is-number: 7.0.0
+
+  tr46@0.0.3: {}
+
+  ts-api-utils@1.4.3(typescript@5.3.3):
+    dependencies:
+      typescript: 5.3.3
+
+  ts-node@10.9.2(@types/node@20.17.10)(typescript@5.3.3):
+    dependencies:
+      '@cspotcode/source-map-support': 0.8.1
+      '@tsconfig/node10': 1.0.11
+      '@tsconfig/node12': 1.0.11
+      '@tsconfig/node14': 1.0.3
+      '@tsconfig/node16': 1.0.4
+      '@types/node': 20.17.10
+      acorn: 8.14.0
+      acorn-walk: 8.3.4
+      arg: 4.1.3
+      create-require: 1.1.1
+      diff: 4.0.2
+      make-error: 1.3.6
+      typescript: 5.3.3
+      v8-compile-cache-lib: 3.0.1
+      yn: 3.1.1
+
+  type-check@0.4.0:
+    dependencies:
+      prelude-ls: 1.2.1
+
+  typescript@5.3.3: {}
+
+  undici-types@5.26.5: {}
+
+  undici-types@6.19.8: {}
+
+  universal-user-agent@7.0.2: {}
+
+  uri-js@4.4.1:
+    dependencies:
+      punycode: 2.3.1
+
+  uuid@10.0.0: {}
+
+  v8-compile-cache-lib@3.0.1: {}
+
+  web-streams-polyfill@4.0.0-beta.3: {}
+
+  webidl-conversions@3.0.1: {}
+
+  whatwg-url@5.0.0:
+    dependencies:
+      tr46: 0.0.3
+      webidl-conversions: 3.0.1
+
+  which@2.0.2:
+    dependencies:
+      isexe: 2.0.0
+
+  word-wrap@1.2.5: {}
+
+  yaml@2.6.1: {}
+
+  yn@3.1.1: {}
+
+  yocto-queue@0.1.0: {}
+
+  zod-to-json-schema@3.24.1(zod@3.24.1):
+    dependencies:
+      zod: 3.24.1
+
+  zod@3.24.1: {}
diff --git a/scripts/jsdoc-automation/pnpm-workspace.yaml b/scripts/jsdoc-automation/pnpm-workspace.yaml
new file mode 100644
index 0000000000..4340350e19
--- /dev/null
+++ b/scripts/jsdoc-automation/pnpm-workspace.yaml
@@ -0,0 +1,2 @@
+packages:
+  - 'packages/*'
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/AIService.ts b/scripts/jsdoc-automation/src/AIService.ts
new file mode 100644
index 0000000000..2f7d7b8225
--- /dev/null
+++ b/scripts/jsdoc-automation/src/AIService.ts
@@ -0,0 +1,49 @@
+import { ChatOpenAI } from "@langchain/openai";
+import dotenv from 'dotenv';
+
+dotenv.config();
+
+/**
+ * Service for interacting with OpenAI chat API.
+ */
+export class AIService {
+    private chatModel: ChatOpenAI;
+
+    /**
+     * Constructor for initializing the ChatOpenAI instance.
+     * 
+     * @throws {Error} If OPENAI_API_KEY environment variable is not set.
+     */
+    constructor() {
+        if (!process.env.OPENAI_API_KEY) {
+            throw new Error('OPENAI_API_KEY is not set');
+        }
+        this.chatModel = new ChatOpenAI({ apiKey: process.env.OPENAI_API_KEY });
+    }
+
+    /**
+     * Generates a comment based on the specified prompt by invoking the chat model.
+     * @param {string} prompt - The prompt for which to generate a comment
+     * @returns {Promise<string>} The generated comment
+     */
+    public async generateComment(prompt: string): Promise<string> {
+        try {
+            const response = await this.chatModel.invoke(prompt);
+            return response.content as string;
+        } catch (error) {
+            this.handleAPIError(error as Error);
+            return '';
+        }
+    }
+
+    /**
+     * Handle API errors by logging the error message and throwing the error.
+     * 
+     * @param {Error} error The error object to handle
+     * @returns {void}
+     */
+    public handleAPIError(error: Error): void {
+        console.error('API Error:', error.message);
+        throw error;
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/Configuration.ts b/scripts/jsdoc-automation/src/Configuration.ts
new file mode 100644
index 0000000000..1584740f7e
--- /dev/null
+++ b/scripts/jsdoc-automation/src/Configuration.ts
@@ -0,0 +1,148 @@
+// Configuration.ts
+import * as fs from 'fs';
+import * as yaml from 'yaml';
+import * as path from 'path';
+import { fileURLToPath } from 'url';
+import { dirname, join } from 'path';
+import { Repository } from './types/index.js';
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+
+/**
+ * Gets the repository root path by going up two levels from the current file
+ * This assumes the code is in src/ directory of the package
+ */
+const getRepoRoot = () => path.resolve(__dirname, '../../../');
+
+interface ConfigurationData {
+    rootDirectory: {
+        absolute: string;  // Full path from filesystem root
+        relative: string;  // Path relative to repository root
+    };
+    excludedDirectories: string[];
+    repository: Repository;
+    commitMessage: string;
+    pullRequestTitle: string;
+    pullRequestDescription: string;
+    pullRequestLabels: string[];
+    pullRequestReviewers: string[];
+    excludedFiles: string[];
+}
+
+/**
+ * Represents a configuration object that holds various settings for a project.
+ * Handles both absolute and relative paths for different operations.
+ */
+export class Configuration implements Omit<ConfigurationData, 'rootDirectory'> {
+    private _rootDirectory!: ConfigurationData['rootDirectory'];
+    private readonly repoRoot: string;
+
+    public excludedDirectories: string[] = [];
+    public repository: Repository = {
+        owner: 'elizaOS',
+        name: 'eliza',
+        pullNumber: undefined
+    };
+    public commitMessage: string = 'Generated JSDoc comments';
+    public pullRequestTitle: string = 'JSDoc Generation';
+    public pullRequestDescription: string = 'Automated JSDoc generation for the codebase';
+    public pullRequestLabels: string[] = ['documentation', 'automated-pr'];
+    public pullRequestReviewers: string[] = [];
+    public excludedFiles: string[] = ["index.d.ts"];
+    public branch: string = 'develop';
+
+    constructor() {
+        this.repoRoot = getRepoRoot();
+        this.loadConfiguration();
+    }
+
+    get rootDirectory(): ConfigurationData['rootDirectory'] {
+        return this._rootDirectory;
+    }
+
+    get absolutePath(): string {
+        return this._rootDirectory.absolute;
+    }
+
+    get relativePath(): string {
+        return this._rootDirectory.relative;
+    }
+
+    public toRelativePath(absolutePath: string): string {
+        return path.relative(this.repoRoot, absolutePath);
+    }
+
+    public toAbsolutePath(relativePath: string): string {
+        return path.resolve(this.repoRoot, relativePath);
+    }
+
+    private loadConfiguration(): void {
+        // First try to get from environment variables
+        const rootDirectory = process.env.INPUT_ROOT_DIRECTORY;
+        let inputs;
+
+        console.log('Environment variables:', {
+            rootDirectory: process.env.INPUT_ROOT_DIRECTORY,
+            pullNumber: process.env.INPUT_PULL_NUMBER,
+            excludedDirs: process.env.INPUT_EXCLUDED_DIRECTORIES,
+            reviewers: process.env.INPUT_REVIEWERS
+        });
+
+        if (rootDirectory) {
+            console.log('Using root directory from environment variable:', rootDirectory);
+            this._rootDirectory = {
+                absolute: path.resolve(this.repoRoot, rootDirectory),
+                relative: rootDirectory.replace(/^\/+/, '')
+            };
+        } else {
+            console.log('Falling back to workflow file configuration');
+            const workflowPath = join(this.repoRoot, '.github/workflows/jsdoc-automation.yml');
+            if (!fs.existsSync(workflowPath)) {
+                throw new Error(`Workflow file not found at ${workflowPath}`);
+            }
+            const workflowContent = fs.readFileSync(workflowPath, 'utf8');
+            const workflow = yaml.parse(workflowContent);
+            const inputs = workflow.on.workflow_dispatch.inputs;
+
+            if (!inputs?.root_directory?.default) {
+                throw new Error('No root directory default found in workflow configuration');
+            }
+
+            const targetDir = inputs.root_directory.default;
+            console.log('Using default root directory from workflow:', targetDir);
+            this._rootDirectory = {
+                absolute: path.resolve(this.repoRoot, targetDir),
+                relative: targetDir.replace(/^\/+/, '')
+            };
+        }
+
+        console.log('Final root directory configuration:', {
+            absolute: this._rootDirectory.absolute,
+            relative: this._rootDirectory.relative
+        });
+
+        // Handle other inputs
+        if (process.env.INPUT_PULL_NUMBER) {
+            console.log('Setting pull number from env:', process.env.INPUT_PULL_NUMBER);
+            this.repository.pullNumber = parseInt(process.env.INPUT_PULL_NUMBER);
+        }
+
+        this.excludedDirectories = this.parseCommaSeparatedInput(
+            process.env.INPUT_EXCLUDED_DIRECTORIES,
+            ['node_modules', 'dist', 'test']
+        );
+
+        this.pullRequestReviewers = this.parseCommaSeparatedInput(
+            process.env.INPUT_REVIEWERS,
+            []
+        );
+    }
+
+    private parseCommaSeparatedInput(input: string | undefined, defaultValue: string[]): string[] {
+        if (!input) return defaultValue;
+        return input
+            .split(',')
+            .map(item => item.trim())
+            .filter(Boolean);
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/DirectoryTraversal.ts b/scripts/jsdoc-automation/src/DirectoryTraversal.ts
new file mode 100644
index 0000000000..3398f8913b
--- /dev/null
+++ b/scripts/jsdoc-automation/src/DirectoryTraversal.ts
@@ -0,0 +1,149 @@
+import * as fs from 'fs';
+import * as path from 'path';
+import { Configuration } from './Configuration.js';
+
+
+
+/**
+ * DirectoryTraversal class for traversing through directories and files.
+ * @class DirectoryTraversal
+ */
+export class DirectoryTraversal {
+    /**
+     * Directories that should always be excluded from scanning,
+     * regardless of configuration
+     */
+    private static readonly FORCED_EXCLUDED_DIRS = [
+        'node_modules',
+        '.git',
+        'dist',
+        'build',
+        'coverage',
+        '.next',
+        '.nuxt',
+        '.cache',
+        'tmp',
+        'temp',
+        '.turbo',
+        '.husky',
+        '.github',
+        '.vscode',
+        'public',
+        'static'
+    ];
+
+    /**
+     * Constructor for directory traversal
+     * @param {Configuration} config - Configuration object containing paths and exclusions
+     * @param {string[]} [prFiles=[]] - PR files to process
+     */
+    constructor(
+        private config: Configuration,
+        public prFiles: string[] = []
+    ) {}
+
+    /**
+     * Gets the absolute path for a file
+     */
+    public getAbsolutePath(filePath: string): string {
+        return this.config.toAbsolutePath(filePath);
+    }
+
+    /**
+     * Gets the repository-relative path for a file
+     */
+    public getRelativePath(filePath: string): string {
+        return this.config.toRelativePath(filePath);
+    }
+
+    /**
+     * Traverses the directory based on PRFiles or all files in the root directory.
+     * If PRFiles are detected, processes only files from the PR.
+     * Otherwise, scans all files in the root directory for TypeScript files.
+     *
+     *
+     * @returns An array of string containing the files to process.
+     */
+    public traverse(): string[] {
+        if (this.prFiles.length > 0) {
+            console.log('Detected PR Files:', this.prFiles);
+
+            // PR files are already relative to repo root, filter and convert to absolute paths
+            const files = this.prFiles
+                .filter((file) => {
+                    // Convert PR file (repo-relative) to absolute path
+                    const absolutePath = this.config.toAbsolutePath(file);
+
+                    // Check if the file is within our target directory
+                    const isInTargetDir = absolutePath.startsWith(this.config.absolutePath);
+
+                    return (
+                        isInTargetDir &&
+                        fs.existsSync(absolutePath) &&
+                        !this.isExcluded(absolutePath) &&
+                        path.extname(file) === '.ts'
+                    );
+                })
+                .map(file => this.config.toAbsolutePath(file));
+
+            console.log('Files to process:', files);
+            return files;
+        } else {
+            console.log('No PR Files Detected, Scanning all files in root directory');
+            const typeScriptFiles: string[] = [];
+
+            const traverseDirectory = (currentDirectory: string) => {
+                const files = fs.readdirSync(currentDirectory);
+
+                files.forEach((file) => {
+                    const filePath = path.join(currentDirectory, file);
+                    const stats = fs.statSync(filePath);
+
+                    if (stats.isDirectory()) {
+                        if (!this.isExcluded(filePath)) {
+                            traverseDirectory(filePath);
+                        }
+                    } else if (stats.isFile() && !this.isExcluded(filePath)) {
+                        if (path.extname(file) === '.ts') {
+                            typeScriptFiles.push(filePath);
+                        }
+                    }
+                });
+            };
+
+            traverseDirectory(this.config.absolutePath);
+            return typeScriptFiles;
+        }
+    }
+
+    /**
+     * Check if a file path is excluded based on the excluded directories and files
+     */
+    private isExcluded(absolutePath: string): boolean {
+        // Get path relative to the target directory for exclusion checking
+        const relativeToTarget = path.relative(this.config.absolutePath, absolutePath);
+
+        // First check forced excluded directories - these are always excluded
+        const isInForcedExcludedDir = DirectoryTraversal.FORCED_EXCLUDED_DIRS.some(dir =>
+            absolutePath.includes(`${path.sep}${dir}${path.sep}`) ||
+            absolutePath.includes(`${path.sep}${dir}`) ||
+            absolutePath.startsWith(`${dir}${path.sep}`)
+        );
+
+        if (isInForcedExcludedDir) {
+            return true;
+        }
+
+        // Check if path is in excluded directory
+        const isExcludedDir = this.config.excludedDirectories.some(dir =>
+            relativeToTarget.split(path.sep)[0] === dir
+        );
+
+        // Check if file is excluded
+        const isExcludedFile = this.config.excludedFiles.some(file =>
+            path.basename(absolutePath) === file
+        );
+
+        return isExcludedDir || isExcludedFile;
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/DocumentationGenerator.ts b/scripts/jsdoc-automation/src/DocumentationGenerator.ts
new file mode 100644
index 0000000000..1503e62524
--- /dev/null
+++ b/scripts/jsdoc-automation/src/DocumentationGenerator.ts
@@ -0,0 +1,319 @@
+import { DirectoryTraversal } from './DirectoryTraversal.js';
+import { TypeScriptParser } from './TypeScriptParser.js';
+import { JsDocAnalyzer } from './JsDocAnalyzer.js';
+import { JsDocGenerator } from './JsDocGenerator.js';
+import type { TSESTree } from '@typescript-eslint/types';
+import { ASTQueueItem, FullModeFileChange, PrModeFileChange } from './types/index.js';
+import { GitManager } from './GitManager.js';
+import fs from 'fs';
+import { Configuration } from './Configuration.js';
+import path from 'path';
+import { AIService } from './AIService.js';
+
+/**
+ * Class representing a Documentation Generator.
+ *
+ */
+export class DocumentationGenerator {
+    public missingJsDocQueue: ASTQueueItem[] = [];
+    public existingJsDocQueue: ASTQueueItem[] = [];
+    private hasChanges: boolean = false;
+    private fileContents: Map<string, string> = new Map();
+    private branchName: string = '';
+    private fileOffsets: Map<string, number> = new Map();
+
+    /**
+     * Constructor for initializing the object with necessary dependencies.
+     *
+     * @param {DirectoryTraversal} directoryTraversal - Instance of DirectoryTraversal class.
+     * @param {TypeScriptParser} typeScriptParser - Instance of TypeScriptParser class.
+     * @param {JsDocAnalyzer} jsDocAnalyzer - Instance of JsDocAnalyzer class.
+     * @param {JsDocGenerator} jsDocGenerator - Instance of JsDocGenerator class.
+     * @param {GitManager} gitManager - Instance of GitManager class.
+     * @param {Configuration} configuration - Instance of Configuration class.
+     * @param {AIService} aiService - Instance of AIService class.
+     */
+
+    constructor(
+        public directoryTraversal: DirectoryTraversal,
+        public typeScriptParser: TypeScriptParser,
+        public jsDocAnalyzer: JsDocAnalyzer,
+        public jsDocGenerator: JsDocGenerator,
+        public gitManager: GitManager,
+        public configuration: Configuration,
+        public aiService: AIService
+    ) { }
+
+    /**
+     * Asynchronously generates JSDoc comments for the TypeScript files based on the given pull request number or full mode.
+     *
+     * @param pullNumber - Optional. The pull request number to generate JSDoc comments for.
+     * @returns A promise that resolves once the JSDoc generation process is completed.
+     */
+    public async generate(pullNumber?: number): Promise<void> {
+        let fileChanges: PrModeFileChange[] | FullModeFileChange[] = [];
+        this.fileOffsets.clear();
+
+        if (pullNumber) {
+            const prFiles = await this.gitManager.getFilesInPullRequest(pullNumber);
+            fileChanges = prFiles.filter(file => {
+                // Convert PR file path (which is repo-relative) to absolute path
+                const absolutePath = this.configuration.toAbsolutePath(file.filename);
+
+                // Check if file is in target directory
+                const isInTargetDir = absolutePath.startsWith(this.configuration.absolutePath);
+
+                // Get path relative to target directory for exclusion checking
+                const relativeToTarget = path.relative(
+                    this.configuration.absolutePath,
+                    absolutePath
+                );
+
+                // Check exclusions
+                const isExcluded =
+                    // Check excluded directories
+                    this.configuration.excludedDirectories.some(dir =>
+                        relativeToTarget.split(path.sep)[0] === dir
+                    ) ||
+                    // Check excluded files
+                    this.configuration.excludedFiles.some(excludedFile =>
+                        path.basename(absolutePath) === excludedFile
+                    );
+
+                return isInTargetDir && !isExcluded;
+            });
+        } else {
+            const typeScriptFiles = this.directoryTraversal.traverse();
+            fileChanges = typeScriptFiles.map((file) => ({
+                filename: this.configuration.toRelativePath(file),
+                status: 'modified',
+            }));
+        }
+
+        // Process each TypeScript file
+        for (const fileChange of fileChanges) {
+            if (fileChange.status === 'deleted') continue;
+
+            const filePath = this.configuration.toAbsolutePath(fileChange.filename);
+            console.log(`Processing file: ${filePath}`, 'resetting file offsets', 'from ', this.fileOffsets.get(filePath), 'to 0');
+            this.fileOffsets.set(filePath, 0);
+
+            // Load and store file content
+            if (fileChange.status === 'added' && 'contents_url' in fileChange) {
+                console.log('Getting file content from GitHub API');
+                const fileContent = await this.getFileContent(fileChange.contents_url);
+                this.fileContents.set(filePath, fileContent);
+            } else {
+                console.log('Getting file content from local file system');
+                const fileContent = fs.readFileSync(filePath, 'utf-8');
+                this.fileContents.set(filePath, fileContent);
+            }
+
+            const ast = this.typeScriptParser.parse(filePath);
+            if (!ast || !ast.body) {
+                console.log('Invalid AST found for file', filePath);
+                continue;
+            }
+
+            this.jsDocAnalyzer.analyze(ast);
+
+            // Process each node in the file
+            for (const node of ast.body) {
+                this.processNode(node, filePath, ast);
+            }
+        }
+
+        // Process nodes that need JSDoc
+        if (this.missingJsDocQueue.length > 0) {
+            this.branchName = `docs-update-${pullNumber || 'full'}-${Date.now()}`;
+            await this.gitManager.createBranch(this.branchName, this.configuration.branch);
+
+            // Process each node
+            for (const queueItem of this.missingJsDocQueue) {
+                let comment = '';
+                if (queueItem.className !== undefined) {
+                    comment = await this.jsDocGenerator.generateClassComment(queueItem);
+                } else {
+                    comment = await this.jsDocGenerator.generateComment(queueItem);
+                }
+                await this.updateFileWithJSDoc(queueItem.filePath, comment, queueItem.startLine);
+                this.hasChanges = true;
+            }
+
+            // Commit changes if any updates were made
+            if (this.hasChanges && this.branchName) {
+                for (const [filePath, content] of this.fileContents) {
+                    await this.gitManager.commitFile(
+                        this.branchName,
+                        this.configuration.toRelativePath(filePath),
+                        content,
+                        `docs: Add JSDoc documentation to ${path.basename(filePath)}`
+                    );
+                }
+
+                const prContent = await this.generatePRContent(pullNumber);
+                await this.gitManager.createPullRequest({
+                    title: prContent.title,
+                    body: prContent.body,
+                    head: this.branchName,
+                    base: this.configuration.branch,
+                    labels: ['documentation', 'automated-pr'],
+                    reviewers: this.configuration.pullRequestReviewers || []
+                });
+            }
+        }
+    }
+
+    /**
+     * Processes a single AST node and its children for JSDoc documentation
+     * @param node - The AST node to process
+     * @param filePath - Path to the source file
+     * @param ast - The complete AST
+     */
+    private processNode(node: TSESTree.Node, filePath: string, ast: TSESTree.Program): void {
+        if (!this.jsDocAnalyzer.shouldHaveJSDoc(node)) return;
+
+        // Process the main node
+        const jsDocComment = this.jsDocAnalyzer.getJSDocComment(node, ast.comments || []);
+        const queueItem = this.jsDocAnalyzer.createQueueItem(
+            node,
+            filePath,
+            this.getNodeCode(filePath, node)
+        );
+
+        if (jsDocComment) {
+            queueItem.jsDoc = jsDocComment;
+            this.existingJsDocQueue.push(queueItem);
+        } else {
+            this.missingJsDocQueue.push(queueItem);
+        }
+
+        // Process any documentable children (like class methods)
+        const children = this.jsDocAnalyzer.getDocumentableChildren(node);
+        for (const child of children) {
+            const childJsDocComment = this.jsDocAnalyzer.getJSDocComment(child, ast.comments || []);
+            const childQueueItem = this.jsDocAnalyzer.createQueueItem(
+                child,
+                filePath,
+                this.getNodeCode(filePath, child)
+            );
+
+            if (childJsDocComment) {
+                childQueueItem.jsDoc = childJsDocComment;
+                this.existingJsDocQueue.push(childQueueItem);
+            } else {
+                this.missingJsDocQueue.push(childQueueItem);
+            }
+        }
+    }
+
+    /**
+     * Updates a file with JSDoc at a specific position.
+     * @param {string} filePath - The path to the file to update.
+     * @param {string} jsDoc - The JSDoc to insert into the file.
+     * @param {number} insertLine - The line number where the JSDoc should be inserted.
+     * @returns {Promise<void>} - A Promise that resolves once the file has been updated.
+     */
+    private async updateFileWithJSDoc(filePath: string, jsDoc: string, insertLine: number): Promise<void> {
+        const content = this.fileContents.get(filePath) || '';
+        const lines = content.split('\n');
+        const currentOffset = this.fileOffsets.get(filePath) || 0;
+        const newLines = (jsDoc.match(/\n/g) || []).length + 1;
+        const adjustedLine = insertLine + currentOffset;
+
+        lines.splice(adjustedLine - 1, 0, jsDoc);
+        this.fileOffsets.set(filePath, currentOffset + newLines);
+        this.fileContents.set(filePath, lines.join('\n'));
+    }
+
+    /**
+     * Retrieves the code of a specific node from a given file.
+     *
+     * @param {string} filePath - The path to the file containing the node.
+     * @param {TSESTree.Node} node - The node to extract the code from.
+     * @returns {string} The code belonging to the specified node.
+     */
+    public getNodeCode(filePath: string, node: TSESTree.Node): string {
+        const fileContent = fs.readFileSync(filePath, 'utf-8');
+        const lines = fileContent.split('\n');
+        const startLine = node.loc?.start.line || 0;
+        const endLine = node.loc?.end.line || 0;
+        return lines.slice(startLine - 1, endLine).join('\n');
+    }
+
+    /**
+     * Retrieves the content of a file from the provided URL.
+     *
+     * @param {string} contentsUrl - The URL of the file contents
+     * @returns {Promise<string>} The content of the file as a string
+     */
+    private async getFileContent(contentsUrl: string): Promise<string> {
+        try {
+            const response = await fetch(contentsUrl);
+            const data = await response.json();
+            return Buffer.from(data.content, 'base64').toString('utf-8');
+        } catch (error) {
+            console.error('Error fetching file content from GitHub API, ensure the PR has been merged');
+            return '';
+        }
+    }
+
+    /**
+     * Asynchronously generates a pull request title and description for adding JSDoc documentation.
+     * @param {number} [pullNumber] - Optional pull request number that the JSDoc documentation is related to.
+     * @returns {Promise<{ title: string; body: string }>} - A promise that resolves to an object with a title and body for the pull request.
+     */
+    private async generatePRContent(pullNumber?: number): Promise<{ title: string; body: string }> {
+        const modifiedFiles = Array.from(this.fileContents.keys());
+        const filesContext = modifiedFiles.map(file => `- ${file}`).join('\n');
+
+        const prompt = `Generate a pull request title and description for adding JSDoc documentation.
+            Context:
+            - ${modifiedFiles.length} files were modified
+            - Files modified:\n${filesContext}
+            - This is ${pullNumber ? `related to PR #${pullNumber}` : 'a full repository documentation update'}
+            - This is an automated PR for adding JSDoc documentation
+
+            Generate both a title and description. The description should be detailed and include:
+            1. A clear summary of changes
+            2. Summary of modified files
+            3. Instructions for reviewers
+
+            Format the response as a JSON object with 'title' and 'body' fields.`;
+
+        const response = await this.aiService.generateComment(prompt);
+        try {
+            const content = JSON.parse(response);
+            return {
+                title: content.title,
+                body: content.body
+            };
+        } catch (error) {
+            console.error('Error parsing AI response for PR content generation, using default values');
+            return {
+                title: `docs: Add JSDoc documentation${pullNumber ? ` for PR #${pullNumber}` : ''}`,
+                body: this.generateDefaultPRBody()
+            };
+        }
+    }
+
+    /**
+     * Generates the default pull request body for adding JSDoc documentation to TypeScript files.
+     *
+     * @returns {string} The default pull request body containing information about the changes made.
+     */
+    private generateDefaultPRBody(): string {
+        const changes = Array.from(this.fileContents.keys())
+            .map(filePath => `- Added JSDoc documentation to \`${filePath}\``)
+            .join('\n');
+
+        return `## 📝 Documentation Updates
+        This PR adds JSDoc documentation to TypeScript files that were missing proper documentation.
+
+        ### 🔍 Changes Made:
+        ${changes}
+
+        ### 🤖 Generated by Documentation Bot
+        This is an automated PR created by the documentation generator tool.`;
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/GitManager.ts b/scripts/jsdoc-automation/src/GitManager.ts
new file mode 100644
index 0000000000..366cdd2abe
--- /dev/null
+++ b/scripts/jsdoc-automation/src/GitManager.ts
@@ -0,0 +1,165 @@
+import { Octokit } from "@octokit/rest";
+import { PrModeFileChange, Repository } from "./types/index.js";
+import dotenv from 'dotenv';
+
+dotenv.config();
+
+interface CreatePullRequestOptions {
+    title: string;
+    body: string;
+    head: string;
+    base: string;
+    labels?: string[];
+    reviewers?: string[];
+}
+
+/**
+ * Manages operations related to interacting with a Git repository using the GitHub API.
+ */
+export class GitManager {
+    private octokit: Octokit;
+
+    /**
+     * Constructor for a class that initializes the Octokit instance with the provided Repository and checks if the GITHUB_ACCESS_TOKEN is set in the environment.
+     * @param {Repository} repository - The repository instance to use
+     * @throws {Error} Throws an error if the GITHUB_ACCESS_TOKEN is not set
+     */
+    constructor(public repository: Repository) {
+        if (!process.env.GITHUB_ACCESS_TOKEN) {
+            throw new Error('GITHUB_ACCESS_TOKEN is not set');
+        }
+        this.octokit = new Octokit({
+            auth: process.env.GITHUB_ACCESS_TOKEN,
+        });
+    }
+
+    /**
+     * Retrieve files in a specific pull request.
+     * @param {number} pullNumber - The number of the pull request to get files from.
+     * @returns {Promise<PrModeFileChange[]>} - Array of objects representing file changes in the pull request.
+     */
+    public async getFilesInPullRequest(pullNumber: number): Promise<PrModeFileChange[]> {
+        const { data } = await this.octokit.pulls.listFiles({
+            owner: this.repository.owner,
+            repo: this.repository.name,
+            pull_number: pullNumber,
+        });
+
+        return data.map((file: any) => ({
+            filename: file.filename,
+            status: file.status,
+            additions: file.additions,
+            deletions: file.deletions,
+            changes: file.changes,
+            contents_url: file.contents_url,
+        }));
+    }
+
+    /**
+     * Creates a new branch in the GitHub repository using the given branch name and base branch.
+     * 
+     * @param {string} branchName - The name of the new branch to be created.
+     * @param {string} baseBranch - The name of the branch to base the new branch off of.
+     * @returns {Promise<void>} - A Promise that resolves when the branch is successfully created.
+     */
+    public async createBranch(branchName: string, baseBranch: string): Promise<void> {
+        await this.octokit.git.createRef({
+            owner: this.repository.owner,
+            repo: this.repository.name,
+            ref: `refs/heads/${branchName}`,
+            sha: (await this.octokit.git.getRef({
+                owner: this.repository.owner,
+                repo: this.repository.name,
+                ref: `heads/${baseBranch}`,
+            })).data.object.sha,
+        });
+    }
+
+    /**
+     * Asynchronously commits a file to a repository using the GitHub API.
+     * 
+     * @param {string} branchName - The name of the branch to commit the file to.
+     * @param {string} filePath - The path of the file to commit.
+     * @param {string} content - The content of the file to commit.
+     * @param {string} message - The commit message.
+     * @returns {Promise<void>} A promise that resolves when the file is successfully committed.
+     */
+    public async commitFile(branchName: string, filePath: string, content: string, message: string): Promise<void> {
+        try {
+            const { data } = await this.octokit.repos.getContent({
+                owner: this.repository.owner,
+                repo: this.repository.name,
+                path: filePath,
+                ref: branchName,
+            });
+
+            await this.octokit.repos.createOrUpdateFileContents({
+                owner: this.repository.owner,
+                repo: this.repository.name,
+                path: filePath,
+                message: message,
+                content: Buffer.from(content).toString('base64'),
+                sha: (data as any).sha,
+                branch: branchName,
+            });
+        } catch (error: any) {
+            if (error.status === 404) {
+                // File doesn't exist in the target branch, create a new file
+                await this.octokit.repos.createOrUpdateFileContents({
+                    owner: this.repository.owner,
+                    repo: this.repository.name,
+                    path: filePath,
+                    message: message,
+                    content: Buffer.from(content).toString('base64'),
+                    branch: branchName,
+                });
+            } else {
+                throw error;
+            }
+        }
+    }
+
+    /**
+     * Create a pull request using the provided options.
+     * @param {CreatePullRequestOptions} options - The options for creating the pull request.
+     * @returns {Promise<void>} A Promise that resolves once the pull request is successfully created.
+     */
+    public async createPullRequest(options: CreatePullRequestOptions): Promise<void> {
+        try {
+            // Create the pull request
+            const { data: pr } = await this.octokit.pulls.create({
+                owner: this.repository.owner,
+                repo: this.repository.name,
+                title: options.title,
+                body: options.body,
+                head: options.head,
+                base: options.base
+            });
+
+            // Add labels if provided
+            if (options.labels && options.labels.length > 0) {
+                await this.octokit.issues.addLabels({
+                    owner: this.repository.owner,
+                    repo: this.repository.name,
+                    issue_number: pr.number,
+                    labels: options.labels
+                });
+            }
+
+            // Add reviewers if provided
+            if (options.reviewers && options.reviewers.length > 0) {
+                await this.octokit.pulls.requestReviewers({
+                    owner: this.repository.owner,
+                    repo: this.repository.name,
+                    pull_number: pr.number,
+                    reviewers: options.reviewers
+                });
+            }
+
+            console.log(`Created PR #${pr.number}: ${pr.html_url}`);
+        } catch (error) {
+            console.error('Error creating pull request:', error);
+            throw error;
+        }
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/JsDocAnalyzer.ts b/scripts/jsdoc-automation/src/JsDocAnalyzer.ts
new file mode 100644
index 0000000000..223d1893b4
--- /dev/null
+++ b/scripts/jsdoc-automation/src/JsDocAnalyzer.ts
@@ -0,0 +1,390 @@
+import type { TSESTree } from '@typescript-eslint/types';
+import { TypeScriptParser } from './TypeScriptParser.js';
+import { ASTQueueItem } from './types/index.js';
+
+type AST_NODE_TYPES = {
+    ClassDeclaration: 'ClassDeclaration';
+    FunctionDeclaration: 'FunctionDeclaration';
+    TSTypeAliasDeclaration: 'TSTypeAliasDeclaration';
+    TSEnumDeclaration: 'TSEnumDeclaration';
+    MethodDefinition: 'MethodDefinition';
+    TSMethodSignature: 'TSMethodSignature';
+    TSInterfaceDeclaration: 'TSInterfaceDeclaration';
+    TSPropertySignature: 'TSPropertySignature';
+    ExportNamedDeclaration: 'ExportNamedDeclaration';
+    Identifier: 'Identifier';
+};
+
+const AST_NODE_TYPES = {
+    ClassDeclaration: 'ClassDeclaration',
+    FunctionDeclaration: 'FunctionDeclaration',
+    TSTypeAliasDeclaration: 'TSTypeAliasDeclaration',
+    TSEnumDeclaration: 'TSEnumDeclaration',
+    MethodDefinition: 'MethodDefinition',
+    TSMethodSignature: 'TSMethodSignature',
+    TSInterfaceDeclaration: 'TSInterfaceDeclaration',
+    TSPropertySignature: 'TSPropertySignature',
+    ExportNamedDeclaration: 'ExportNamedDeclaration',
+    Identifier: 'Identifier',
+} as const;
+
+type DocumentableNodeType =
+    | 'ClassDeclaration'
+    | 'FunctionDeclaration'
+    | 'TSTypeAliasDeclaration'
+    | 'TSEnumDeclaration'
+    | 'MethodDefinition'
+    | 'TSMethodSignature'
+    | 'TSInterfaceDeclaration'
+    | 'TSPropertySignature';
+
+interface Location {
+    start: number;
+    end: number;
+}
+
+/**
+ * Class to analyze JSDoc comments in TypeScript code.
+ */
+export class JsDocAnalyzer {
+
+    private documentableTypes: Set<DocumentableNodeType> = new Set([
+        AST_NODE_TYPES.ClassDeclaration,
+        AST_NODE_TYPES.FunctionDeclaration,
+        AST_NODE_TYPES.TSTypeAliasDeclaration,
+        AST_NODE_TYPES.TSEnumDeclaration,
+        AST_NODE_TYPES.MethodDefinition,
+        AST_NODE_TYPES.TSMethodSignature,
+        AST_NODE_TYPES.TSPropertySignature,
+        AST_NODE_TYPES.TSInterfaceDeclaration
+    ]);
+
+    /**
+     * Type guard to check if a node is a ClassDeclaration
+     */
+    private isClassDeclaration(node: TSESTree.Node): node is TSESTree.ClassDeclaration {
+        return node.type === AST_NODE_TYPES.ClassDeclaration;
+    }
+
+    /**
+     * Type guard to check if a node is an InterfaceDeclaration
+     */
+    private isInterfaceDeclaration(node: TSESTree.Node): node is TSESTree.TSInterfaceDeclaration {
+        return node.type === 'TSInterfaceDeclaration';  // Changed to match AST
+    }
+
+    /**
+     * Type guard to check if a node is a MethodDefinition
+     */
+    private isMethodDefinition(node: TSESTree.Node): node is TSESTree.MethodDefinition {
+        return node.type === AST_NODE_TYPES.MethodDefinition;
+    }
+
+    /**
+     * Type guard for interface method signatures
+     */
+    private isMethodSignature(node: TSESTree.Node): node is TSESTree.TSMethodSignature {
+        return node.type === AST_NODE_TYPES.TSMethodSignature;
+    }
+
+    /**
+     * Type guard for interface property signatures
+     */
+    private isPropertySignature(node: TSESTree.Node): node is TSESTree.TSPropertySignature {
+        return node.type === AST_NODE_TYPES.TSPropertySignature;
+    }
+
+    /**
+     * Type guard for ExportNamedDeclaration nodes
+     */
+    private isExportNamedDeclaration(node: TSESTree.Node): node is TSESTree.ExportNamedDeclaration {
+        return node.type === AST_NODE_TYPES.ExportNamedDeclaration;
+    }
+
+    /**
+     * Type guard to check if a node is an Identifier
+     * @param node - The node to check
+     */
+    private isIdentifier(node: TSESTree.Node): node is TSESTree.Identifier {
+        return node.type === AST_NODE_TYPES.Identifier;
+    }
+
+    /**
+     * Gets the actual node from either a regular node or an exported declaration
+     * @param node - The AST node to process
+     * @returns The actual declaration node
+     */
+    private getActualNode(node: TSESTree.Node): TSESTree.Node {
+        if (this.isExportNamedDeclaration(node) && node.declaration) {
+            return node.declaration;
+        }
+        return node;
+    }
+
+    /**
+  * Gets the method name from a MethodDefinition node
+  * @param node - The method definition node
+  * @returns The method name or undefined
+  */
+    private getMethodName(node: TSESTree.MethodDefinition): string | undefined {
+        if (this.isIdentifier(node.key)) {
+            return node.key.name;
+        }
+        return undefined;
+    }
+
+    /**
+     * Gets the name of a node if available
+     */
+    private getNodeName(node: TSESTree.Node): string | undefined {
+        const actualNode = this.getActualNode(node);
+
+        if (this.isMethodDefinition(actualNode)) {
+            return this.getMethodName(actualNode);
+        }
+
+        if (this.isMethodSignature(actualNode) || this.isPropertySignature(actualNode)) {
+            return this.isIdentifier(actualNode.key) ? actualNode.key.name : undefined;
+        }
+
+        if ('id' in actualNode && actualNode.id && this.isIdentifier(actualNode.id)) {
+            return actualNode.id.name;
+        }
+
+        return undefined;
+    }
+
+
+    public missingJsDocNodes: TSESTree.Node[] = [];
+
+    /**
+     * Constructor for initializing a new instance.
+     * @param {TypeScriptParser} typeScriptParser - An instance of TypeScriptParser used for parsing TypeScript code.
+     */
+    constructor(
+        public typeScriptParser: TypeScriptParser,
+    ) { }
+
+
+
+    /**
+     * Analyzes the Abstract Syntax Tree (AST) of a program.
+     * @param {TSESTree.Program} ast - The AST of the program to analyze.
+     * @returns {void}
+     */
+    public analyze(ast: TSESTree.Program): void {
+        this.traverse(ast, ast.comments || []);
+    }
+
+    /**
+     * Traverses the AST node and checks for JSDoc comments.
+     *
+     * @param {TSESTree.Node} node - The AST node to traverse.
+     * @param {TSESTree.Comment[]} [comments] - Optional array of comments associated with the node.
+     */
+    private traverse(node: TSESTree.Node, comments?: TSESTree.Comment[]): void {
+        if (this.shouldHaveJSDoc(node)) {
+            const jsDocComment = this.getJSDocComment(node, comments || []);
+            if (!jsDocComment) {
+                this.missingJsDocNodes.push(node);
+            }
+        }
+
+        // Handle specific node types that can have children
+        if ('body' in node) {
+            const body = Array.isArray(node.body) ? node.body : [node.body];
+            body.forEach(child => {
+                if (child && typeof child === 'object') {
+                    this.traverse(child as TSESTree.Node, comments);
+                }
+            });
+        }
+
+        // Handle other common child properties
+        ['consequent', 'alternate', 'init', 'test', 'update'].forEach(prop => {
+            if (prop in node && node[prop as keyof TSESTree.Node]) {
+                this.traverse(node[prop as keyof TSESTree.Node] as TSESTree.Node, comments);
+            }
+        });
+    }
+
+    /**
+     * Checks if a node should have JSDoc comments
+     * @param node - The node to check
+     * @returns True if the node should have JSDoc
+     */
+    public shouldHaveJSDoc(node: TSESTree.Node): boolean {
+        const actualNode = this.getActualNode(node);
+        return this.documentableTypes.has(actualNode.type as DocumentableNodeType);
+    }
+
+    /**
+    * Gets any child nodes that should be processed for JSDoc
+    * @param node - The parent node
+    * @returns Array of child nodes that need JSDoc
+    */
+    public getDocumentableChildren(node: TSESTree.Node): TSESTree.Node[] {
+        const actualNode = this.getActualNode(node);
+
+        if (this.isClassDeclaration(actualNode)) {
+            return actualNode.body.body.filter(this.isMethodDefinition);
+        }
+
+        // For interfaces, return empty array since we only want to document the interface itself
+        if (this.isInterfaceDeclaration(actualNode)) {
+            return []; // Don't process interface members
+        }
+
+        return [];
+    }
+
+    /**
+     * Creates a queue item from a node
+     */
+    public createQueueItem(node: TSESTree.Node, filePath: string, code: string): ASTQueueItem {
+        const actualNode = this.getActualNode(node);
+        const nodeName = this.getNodeName(node);
+        const parentInterface = this.isMethodSignature(actualNode) || this.isPropertySignature(actualNode)
+            ? this.getParentInterfaceName(node)
+            : undefined;
+        const parentClass = this.isMethodDefinition(actualNode)
+            ? this.getParentClassName(node)
+            : undefined;
+
+        return {
+            filePath,
+            startLine: node.loc?.start.line || 0,
+            endLine: node.loc?.end.line || 0,
+            nodeType: actualNode.type,
+            className: parentClass || parentInterface,
+            methodName: (this.isMethodDefinition(actualNode) || this.isMethodSignature(actualNode) || this.isPropertySignature(actualNode))
+                ? nodeName
+                : undefined,
+            name: nodeName!,
+            code: code,
+        };
+    }
+
+    /**
+     * Gets the parent class name for a method definition
+     * @param node - The method node
+     * @returns The parent class name or undefined
+     */
+    private getParentClassName(node: TSESTree.Node): string | undefined {
+        let current = node.parent;
+        while (current) {
+            const actualNode = this.getActualNode(current);
+            if (this.isClassDeclaration(actualNode) && this.isIdentifier(actualNode.id!)) {
+                return actualNode.id.name;
+            }
+            current = current.parent;
+        }
+        return undefined;
+    }
+
+    /**
+     * Gets the parent interface name for a method or property signature
+     */
+    private getParentInterfaceName(node: TSESTree.Node): string | undefined {
+        let current = node.parent;
+        while (current) {
+            const actualNode = this.getActualNode(current);
+            if (this.isInterfaceDeclaration(actualNode) && this.isIdentifier(actualNode.id)) {
+                return actualNode.id.name;
+            }
+            current = current.parent;
+        }
+        return undefined;
+    }
+
+
+
+    /**
+     * Check if the given node is a class node.
+     *
+     * @param {TSESTree.Node} node - The node to check
+     * @returns {boolean} Returns true if the node is a class node, false otherwise
+     */
+    public isClassNode(node: TSESTree.Node): boolean {
+        if (node.type === 'ClassDeclaration') {
+            return true;
+        }
+
+        if (node.type === 'ExportNamedDeclaration' && node.declaration?.type === 'ClassDeclaration') {
+            return true;
+        }
+
+        return false;
+    }
+
+    /**
+     * Retrieves the JSDoc comment associated with the given node if properly formatted.
+     * @param node - The node to check for JSDoc comments
+     * @param comments - Array of comments to search through
+     * @returns The JSDoc comment if found and properly spaced, undefined otherwise
+     */
+    public getJSDocComment(node: TSESTree.Node, comments: TSESTree.Comment[]): string | undefined {
+        if (!this.shouldHaveJSDoc(node)) {
+            return undefined;
+        }
+
+        const functionStartLine = node.loc?.start.line;
+
+        return comments.find((comment) => {
+            const commentEndLine = comment.loc?.end.line;
+
+            // Must be a block comment starting with * (JSDoc style)
+            const isJSDocStyle = comment.type === 'Block' && comment.value.startsWith('*');
+
+            // Check if the comment is right before the node (no 1-2 line gaps)
+            const properSpacing = commentEndLine && functionStartLine &&
+                (functionStartLine - commentEndLine > 2);
+
+            return isJSDocStyle && properSpacing;
+        })?.value;
+    }
+
+    /**
+     * Returns the start and end location of the given Node.
+     *
+     * @param {TSESTree.Node} node - The Node to get location from.
+     * @returns {Location} The start and end location of the Node.
+     */
+    public getNodeLocation(node: TSESTree.Node): Location {
+        return {
+            start: node.loc.start.line,
+            end: node.loc.end.line,
+        };
+    }
+
+    /**
+     * Retrieves all methods of a specific class or all classes in a given file.
+     * @param filePath - The path of the file to parse.
+     * @param className - The name of the class to retrieve methods from. Optional.
+     * @returns An array of MethodDefinition nodes representing the methods found.
+     */
+    public getClassMethods(filePath: string, className?: string): TSESTree.MethodDefinition[] {
+        const ast = this.typeScriptParser.parse(filePath);
+        if (!ast) return [];
+
+        // Find all class declarations in the file
+        const classNodes = ast.body.filter(
+            (node: TSESTree.Node): node is TSESTree.ClassDeclaration =>
+                node.type === 'ClassDeclaration' &&
+                // If className is provided, match it, otherwise accept any class
+                (className ? node.id?.name === className : true)
+        );
+
+        // Collect methods from all matching classes
+        const methods: TSESTree.MethodDefinition[] = [];
+        for (const classNode of classNodes) {
+            const classMethods = classNode.body.body.filter(
+                (node: TSESTree.Node): node is TSESTree.MethodDefinition =>
+                    node.type === 'MethodDefinition'
+            );
+            methods.push(...classMethods);
+        }
+
+        return methods;
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/JsDocGenerator.ts b/scripts/jsdoc-automation/src/JsDocGenerator.ts
new file mode 100644
index 0000000000..2aa1e608d3
--- /dev/null
+++ b/scripts/jsdoc-automation/src/JsDocGenerator.ts
@@ -0,0 +1,77 @@
+import { AIService } from './AIService.js';
+import { ASTQueueItem } from './types/index.js';
+
+/**
+ * A class that generates JSDoc comments for code snippets and classes.
+ */
+export class JsDocGenerator {
+    /**
+     * Constructor for a class that takes in an AIService instance.
+     * @param {AIService} aiService - The AIService instance to be injected into the class.
+     */
+    constructor(public aiService: AIService) { }
+
+    /**
+     * Generates a comment based on the given ASTQueueItem.
+     * 
+     * @param {ASTQueueItem} queueItem - The ASTQueueItem object to generate comment for.
+     * @returns {Promise<string>} The generated comment.
+     */
+    public async generateComment(queueItem: ASTQueueItem): Promise<string> {
+        const prompt = this.buildPrompt(queueItem);
+        const comment = await this.aiService.generateComment(prompt);
+        return comment;
+    }
+
+    /**
+     * Generates a comment for a class based on the given ASTQueueItem.
+     * 
+     * @param {ASTQueueItem} queueItem - The ASTQueueItem to generate the comment for.
+     * @returns {Promise<string>} The generated comment for the class.
+     */
+    public async generateClassComment(
+        queueItem: ASTQueueItem,
+    ): Promise<string> {
+        const prompt = this.buildClassPrompt(queueItem);
+        const comment = await this.aiService.generateComment(prompt);
+        return comment;
+    }
+
+    /**
+     * Builds a prompt with the JSDoc comment for the provided ASTQueueItem code.
+     * 
+     * @param {ASTQueueItem} queueItem The ASTQueueItem object containing the code to extract the JSDoc comment from.
+     * @returns {string} The JSDoc comment extracted from the code provided in the ASTQueueItem object.
+     */
+    private buildPrompt(queueItem: ASTQueueItem): string {
+        return `Generate JSDoc comment for the following code:
+
+
+        \`\`\`typescript
+        ${queueItem.code}
+        \`\`\`
+        
+        Only return the JSDoc comment, not the code itself.
+        `;
+    }
+
+    private buildClassPrompt(
+        queueItem: ASTQueueItem,
+    ): string {
+        return `Generate JSDoc comment for the following Class:
+
+        Class name: ${queueItem.code.match(/class (\w+)/)?.[1]}
+
+        Only return the JSDoc for the Class itself, not the methods or anything in the class.
+        
+        Only return the JSDoc comment for the class, no other text or code.
+
+        Example:
+        \`\`\`
+        /**
+         * This is a class that does something. It has a method that does something.
+         */
+        \`\`\`
+        `;
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/TypeScriptFileIdentifier.ts b/scripts/jsdoc-automation/src/TypeScriptFileIdentifier.ts
new file mode 100644
index 0000000000..d897d70591
--- /dev/null
+++ b/scripts/jsdoc-automation/src/TypeScriptFileIdentifier.ts
@@ -0,0 +1,30 @@
+import * as fs from 'fs';
+import * as path from 'path';
+
+/**
+ * Class representing a TypeScript file identifier.
+ */
+export class TypeScriptFileIdentifier {
+
+    /**
+     * Check if the given file is a TypeScript file based on its extension.
+     * 
+     * @param {string} file - The file to check.
+     * @returns {boolean} Returns true if the file is a TypeScript file (.ts or .tsx), otherwise false.
+     */
+    public isTypeScriptFile(file: string): boolean {
+        const extension = path.extname(file);
+        return extension === '.ts' || extension === '.tsx';
+    }
+
+    /**
+     * Retrieves an array of TypeScript files from the specified directory.
+     * 
+     * @param {string} directory - The directory path to search for TypeScript files.
+     * @returns {string[]} - An array of TypeScript files found in the directory.
+     */
+    public getTypeScriptFiles(directory: string): string[] {
+        const files = fs.readdirSync(directory);
+        return files.filter((file) => this.isTypeScriptFile(file));
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/TypeScriptParser.ts b/scripts/jsdoc-automation/src/TypeScriptParser.ts
new file mode 100644
index 0000000000..2d40963042
--- /dev/null
+++ b/scripts/jsdoc-automation/src/TypeScriptParser.ts
@@ -0,0 +1,56 @@
+import * as fs from 'fs';
+import { parse, ParserOptions } from '@typescript-eslint/parser';
+
+/**
+ * A class for parsing TypeScript files.
+ */
+export class TypeScriptParser {
+    /**
+     * Parses the content of a file using the given file path.
+     * 
+     * @param {string} file - The file path containing the content to be parsed.
+     * @returns {any} The abstract syntax tree (AST) representation of the parsed content.
+     */
+    public parse(file: string): any {
+        try {
+            const content = fs.readFileSync(file, 'utf-8');
+            const parserOptions: ParserOptions = {
+                sourceType: 'module',
+                ecmaVersion: 2020,
+                ecmaFeatures: {
+                    jsx: true
+                },
+                range: true,
+                loc: true,
+                tokens: true,
+                comment: true,
+                errorOnUnknownASTType: false,
+                errorOnTypeScriptSyntacticAndSemanticIssues: false
+            };
+
+            const ast = parse(content, parserOptions);
+            if (!ast || typeof ast !== 'object') {
+                console.warn(`Warning: Invalid AST generated for file ${file}`);
+                return null;
+            }
+            return ast;
+        } catch (error) {
+            if (error instanceof Error) {
+                this.handleParseError(error);
+            } else {
+                console.error('Unknown error:', error);
+            }
+            return null;
+        }
+    }
+
+    /**
+     * Handles a parse error that occurs during TypeScript parsing.
+     * 
+     * @param {Error} error - The error that occurred during parsing
+     * @returns {void}
+     */
+    public handleParseError(error: Error): void {
+        console.error('TypeScript Parsing Error:', error);
+    }
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/index.ts b/scripts/jsdoc-automation/src/index.ts
new file mode 100644
index 0000000000..b3156e0608
--- /dev/null
+++ b/scripts/jsdoc-automation/src/index.ts
@@ -0,0 +1,93 @@
+import { DirectoryTraversal } from './DirectoryTraversal.js';
+import { TypeScriptParser } from './TypeScriptParser.js';
+import { JsDocAnalyzer } from './JsDocAnalyzer.js';
+import { JsDocGenerator } from './JsDocGenerator.js';
+import { DocumentationGenerator } from './DocumentationGenerator.js';
+import { Configuration } from './Configuration.js';
+import { AIService } from './AIService.js';
+import { GitManager } from './GitManager.js';
+
+/**
+ * Main function for generating documentation.
+ * Uses configuration initialized from the GitHub workflow file.
+ * @async
+ */
+async function main() {
+    try {
+        const configuration = new Configuration();
+
+        const gitManager = new GitManager({
+            owner: configuration.repository.owner,
+            name: configuration.repository.name
+        });
+
+        let prFiles: string[] = [];
+        if (typeof configuration.repository.pullNumber === 'number'
+            && !isNaN(configuration.repository.pullNumber)
+        ) {
+            console.log('Pull Request Number: ', configuration.repository.pullNumber);
+            try {
+                const files = await gitManager.getFilesInPullRequest(configuration.repository.pullNumber);
+                prFiles = files.map((file) => file.filename);
+            } catch (prError) {
+                console.error('Error fetching PR files:', {
+                    error: prError,
+                    pullNumber: configuration.repository.pullNumber,
+                    repository: `${configuration.repository.owner}/${configuration.repository.name}`
+                });
+                throw prError;
+            }
+        }
+
+        try {
+            const directoryTraversal = new DirectoryTraversal(
+                configuration,
+                prFiles
+            );
+            const typeScriptParser = new TypeScriptParser();
+            const jsDocAnalyzer = new JsDocAnalyzer(typeScriptParser);
+            const aiService = new AIService();
+            const jsDocGenerator = new JsDocGenerator(aiService);
+
+            const documentationGenerator = new DocumentationGenerator(
+                directoryTraversal,
+                typeScriptParser,
+                jsDocAnalyzer,
+                jsDocGenerator,
+                gitManager,
+                configuration,
+                aiService
+            );
+
+            // Generate documentation
+            await documentationGenerator.generate(configuration.repository.pullNumber);
+        } catch (error) {
+            console.error('Error during documentation generation:', {
+                message: error instanceof Error ? error.message : String(error),
+                stack: error instanceof Error ? error.stack : undefined,
+                timestamp: new Date().toISOString()
+            });
+            process.exit(1);
+        }
+
+    } catch (error) {
+        console.error('Critical error during documentation generation:', {
+            error: error instanceof Error ? {
+                name: error.name,
+                message: error.message,
+                stack: error.stack,
+            } : error,
+            timestamp: new Date().toISOString(),
+            nodeVersion: process.version,
+            platform: process.platform
+        });
+        process.exit(1);
+    }
+}
+
+
+// Simple error handling for the main function
+main().catch(error => {
+    console.error('Fatal error:', error instanceof Error ? error.message : String(error));
+    process.exit(1);
+});
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/src/types/index.ts b/scripts/jsdoc-automation/src/types/index.ts
new file mode 100644
index 0000000000..238403b4ae
--- /dev/null
+++ b/scripts/jsdoc-automation/src/types/index.ts
@@ -0,0 +1,29 @@
+export interface ASTQueueItem {
+    name: string;
+    filePath: string;
+    startLine: number;
+    endLine: number;
+    nodeType: string;
+    code: string;
+    className?: string;
+    methodName?: string;
+    jsDoc?: string;
+}
+
+export interface Repository {
+    owner: string;
+    name: string;
+    pullNumber?: number;
+}
+
+export interface FullModeFileChange {
+    filename: string;
+    status: string;
+}
+
+export interface PrModeFileChange extends FullModeFileChange {
+    additions: number;
+    deletions: number;
+    changes: number;
+    contents_url: string;
+}
\ No newline at end of file
diff --git a/scripts/jsdoc-automation/tsconfig.json b/scripts/jsdoc-automation/tsconfig.json
new file mode 100644
index 0000000000..777a040a61
--- /dev/null
+++ b/scripts/jsdoc-automation/tsconfig.json
@@ -0,0 +1,18 @@
+{
+    "compilerOptions": {
+        "module": "node16",
+        "esModuleInterop": true,
+        "target": "ES2020",
+        "moduleResolution": "node16",
+        "outDir": "dist",
+        "baseUrl": ".",
+        "sourceMap": true,
+        "strict": true
+    },
+    "include": [
+        "**/*.ts"
+    ],
+    "exclude": [
+        "node_modules"
+    ]
+}
\ No newline at end of file