openai · narenoai · Jun 18, 2025
diff --git a/examples/codex/images/add_label.png b/examples/codex/images/add_label.png
diff --git a/examples/codex/images/codex_action.png b/examples/codex/images/codex_action.png
diff --git a/examples/codex/images/jira_comment.png b/examples/codex/images/jira_comment.png
diff --git a/examples/codex/images/jira_rule.png b/examples/codex/images/jira_rule.png
diff --git a/examples/codex/images/jira_status_change.png b/examples/codex/images/jira_status_change.png
diff --git a/examples/codex/jira-github.ipynb b/examples/codex/jira-github.ipynb
@@ -0,0 +1,314 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "# Automate Jira ↔ GitHub with `codex-cli`\n",
+        "\n",
+        "## What you'll build\n",
+        "\n",
+        "By the end of this walkthrough, you'll have an end-to-end automation that turns a **labelled Jira issue** into a\n",
+        "fully-fledged **GitHub pull request**, keeps the Jira ticket updated throughout the review process, and finally merges\n",
+        "the code once checks pass – all driven by the\n",
+        "[`codex-cli`](https://github.com/openai/openai-codex) agent working inside a GitHub Action.\n",
+        "\n",
+        "# <img src=\"./images/codex_action.png\" alt=\"Full data-flow diagram\" width=\"500\"/>\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "The flow is:\n",
+        "1. Label a Jira issue \n",
+        "2. Jira Automation calls the GitHub Action \n",
+        "3. The action spins up `codex-cli` to implement the change \n",
+        "4. A PR is opened\n",
+        "5. Jira is transitioned & annotated – creating a neat, zero-click loop\n",
+        "\n",
+        "## Prerequisites\n",
+        "\n",
+        "* Jira: project admin rights + ability to create automation rules  \n",
+        "* GitHub: write access, permission to add repository secrets, and a protected `main` branch  \n",
+        "* API keys & secrets placed as repository secrets:\n",
+        "  * `OPENAI_API_KEY` – your OpenAI key for `codex-cli`  \n",
+        "  * `JIRA_BASE_URL`, `JIRA_EMAIL`, `JIRA_API_TOKEN` – for REST calls from the action  \n",
+        "* `codex-cli` installed locally (`pnpm add -g @openai/codex`) for ad-hoc testing  \n",
+        "* A repository that already contains a `.github/workflows/` folder (any Node project is fine)\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## Create the Jira Automation Rule\n",
+        "\n",
+        "<img src=\"./images/jira_rule.png\" alt=\"Automation Rule\" width=\"500\"/>\n",
+        "\n",
+        "* **Trigger – Issue updated**: fires whenever labels change  \n",
+        "* **Condition – `labels` contains `autocodex`**: limits noise to explicitly opted-in issues  \n",
+        "* **Action – Send web request**: POSTs the issue key/summary/description to your GitHub Action's `workflow_dispatch` endpoint\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## Add the GitHub Action\n",
+        "\n",
+        "Create a workflow file in your `.github/workflows/` directory with the following YAML (Modify it as needed):\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "```yaml\n",
+        "name: Codex Automated PR\n",
+        "on:\n",
+        "  workflow_dispatch:\n",
+        "    inputs:\n",
+        "      issue_key:\n",
+        "        description: 'JIRA issue key (e.g., PROJ-123)'\n",
+        "        required: true\n",
+        "      issue_summary:\n",
+        "        description: 'Brief summary of the issue'\n",
+        "        required: true\n",
+        "      issue_description:\n",
+        "        description: 'Detailed issue description'\n",
+        "        required: true\n",
+        "\n",
+        "permissions:\n",
+        "  contents: write           # allow the action to push code & open the PR\n",
+        "  pull-requests: write      # allow the action to create and update PRs\n",
+        "\n",
+        "jobs:\n",
+        "  codex_auto_pr:\n",
+        "    runs-on: ubuntu-latest\n",
+        "\n",
+        "    steps:\n",
+        "    # 0 – Checkout repository\n",
+        "    - uses: actions/checkout@v4\n",
+        "      with:\n",
+        "        fetch-depth: 0       # full history → lets Codex run tests / git blame if needed\n",
+        "\n",
+        "    # 1 – Set up Node.js and Codex\n",
+        "    - uses: actions/setup-node@v4\n",
+        "      with:\n",
+        "        node-version: 22\n",
+        "    - run: pnpm add -g @openai/codex\n",
+        "\n",
+        "    # 2 – Export / clean inputs (available via $GITHUB_ENV)\n",
+        "    - id: vars\n",
+        "      run: |\n",
+        "        echo \"ISSUE_KEY=${{ github.event.inputs.issue_key }}\"        >> $GITHUB_ENV\n",
+        "        echo \"TITLE=${{ github.event.inputs.issue_summary }}\"        >> $GITHUB_ENV\n",
+        "        echo \"RAW_DESC=${{ github.event.inputs.issue_description }}\" >> $GITHUB_ENV\n",
+        "        DESC_CLEANED=$(echo \"${{ github.event.inputs.issue_description }}\" | tr '\\n' ' ' | sed 's/\"/'\\''/g')\n",
+        "        echo \"DESC=$DESC_CLEANED\"                                    >> $GITHUB_ENV\n",
+        "        echo \"BRANCH=codex/${{ github.event.inputs.issue_key }}\"     >> $GITHUB_ENV\n",
+        "\n",
+        "    # 3 – Transition Jira issue to \"In Progress\"\n",
+        "    - name: Jira – Transition to In Progress\n",
+        "      env:\n",
+        "        ISSUE_KEY:      ${{ env.ISSUE_KEY }}\n",
+        "        JIRA_BASE_URL:  ${{ secrets.JIRA_BASE_URL }}\n",
+        "        JIRA_EMAIL:     ${{ secrets.JIRA_EMAIL }}\n",
+        "        JIRA_API_TOKEN: ${{ secrets.JIRA_API_TOKEN }}\n",
+        "      run: |\n",
+        "        curl -sS -X POST \\\n",
+        "          --url   \"$JIRA_BASE_URL/rest/api/3/issue/$ISSUE_KEY/transitions\" \\\n",
+        "          --user  \"$JIRA_EMAIL:$JIRA_API_TOKEN\" \\\n",
+        "          --header 'Content-Type: application/json' \\\n",
+        "          --data  '{\"transition\":{\"id\":\"21\"}}'\n",
+        "\n",
+        "    # 4 – Set Git author for CI commits\n",
+        "    - run: |\n",
+        "        git config user.email \"github-actions[bot]@users.noreply.github.com\"\n",
+        "        git config user.name  \"github-actions[bot]\"\n",
+        "\n",
+        "    # 5 – Let Codex implement & commit (no push yet)\n",
+        "    - name: Codex implement & commit\n",
+        "      env:\n",
+        "        OPENAI_API_KEY:  ${{ secrets.OPENAI_API_KEY }}\n",
+        "        CODEX_QUIET_MODE: \"1\"          # suppress chatty logs\n",
+        "      run: |\n",
+        "        set -e\n",
+        "        codex --approval-mode full-auto --no-terminal --quiet \\\n",
+        "              \"Implement JIRA ticket $ISSUE_KEY: $TITLE. $DESC\"\n",
+        "\n",
+        "        git add -A\n",
+        "        git commit -m \"feat($ISSUE_KEY): $TITLE\"\n",
+        "\n",
+        "    # 6 – Open (and push) the PR in one go\n",
+        "    - id: cpr\n",
+        "      uses: peter-evans/create-pull-request@v6\n",
+        "      with:\n",
+        "        token:  ${{ secrets.GITHUB_TOKEN }}\n",
+        "        base:   main\n",
+        "        branch: ${{ env.BRANCH }}\n",
+        "        title:  \"${{ env.TITLE }} (${{ env.ISSUE_KEY }})\"\n",
+        "        body: |\n",
+        "          Auto-generated by Codex for JIRA **${{ env.ISSUE_KEY }}**.\n",
+        "          ---\n",
+        "          ${{ env.DESC }}\n",
+        "\n",
+        "    # 7 – Transition Jira to \"In Review\" & drop the PR link\n",
+        "    - name: Jira – Transition to In Review & Comment PR link\n",
+        "      env:\n",
+        "        ISSUE_KEY:      ${{ env.ISSUE_KEY }}\n",
+        "        JIRA_BASE_URL:  ${{ secrets.JIRA_BASE_URL }}\n",
+        "        JIRA_EMAIL:     ${{ secrets.JIRA_EMAIL }}\n",
+        "        JIRA_API_TOKEN: ${{ secrets.JIRA_API_TOKEN }}\n",
+        "        PR_URL:         ${{ steps.cpr.outputs.pull-request-url }}\n",
+        "      run: |\n",
+        "        # Status transition\n",
+        "        curl -sS -X POST \\\n",
+        "          --url   \"$JIRA_BASE_URL/rest/api/3/issue/$ISSUE_KEY/transitions\" \\\n",
+        "          --user  \"$JIRA_EMAIL:$JIRA_API_TOKEN\" \\\n",
+        "          --header 'Content-Type: application/json' \\\n",
+        "          --data  '{\"transition\":{\"id\":\"31\"}}'\n",
+        "\n",
+        "        # Comment with PR link\n",
+        "        curl -sS -X POST \\\n",
+        "          --url   \"$JIRA_BASE_URL/rest/api/3/issue/$ISSUE_KEY/comment\" \\\n",
+        "          --user  \"$JIRA_EMAIL:$JIRA_API_TOKEN\" \\\n",
+        "          --header 'Content-Type: application/json' \\\n",
+        "          --data  \"{\\\"body\\\":{\\\"type\\\":\\\"doc\\\",\\\"version\\\":1,\\\"content\\\":[{\\\"type\\\":\\\"paragraph\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"PR created: $PR_URL\\\"}]}]}}\"\n",
+        "```\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## Key Steps in the Workflow\n",
+        "\n",
+        "1. **Codex Implementation & Commit** (Step 5)\n",
+        "   - Uses OpenAI API to implement the JIRA ticket requirements\n",
+        "   - Runs codex CLI in full-auto mode without terminal interaction\n",
+        "   - Commits all changes with standardized commit message\n",
+        "\n",
+        "2. **Create Pull Request** (Step 6) \n",
+        "   - Uses peter-evans/create-pull-request action\n",
+        "   - Creates PR against main branch\n",
+        "   - Sets PR title and description from JIRA ticket info\n",
+        "   - Returns PR URL for later use\n",
+        "\n",
+        "3. **JIRA Updates** (Step 7)\n",
+        "   - Transitions ticket to \"In Review\" status via JIRA API\n",
+        "   - Posts comment with PR URL on the JIRA ticket\n",
+        "   - Uses curl commands to interact with JIRA REST API\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## Label an Issue\n",
+        "\n",
+        "Attach the special `autocodex` label to any bug/feature ticket:\n",
+        "\n",
+        "1. **During creation** – add it in the \"Labels\" field before hitting *Create*  \n",
+        "2. **Existing issue** – hover the label area → click the pencil icon → type `autocodex`\n",
+        "\n",
+        "<img src=\"./images/add_label.png\" alt=\"Adding a label\" width=\"500\"/>\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## End-to-end Flow in Action\n",
+        "\n",
+        "1. Jira label added → Automation triggers\n",
+        "2. `workflow_dispatch` fires; action spins up on GitHub\n",
+        "3. `codex-cli` edits the codebase & commits\n",
+        "4. PR is opened on the generated branch\n",
+        "5. Jira is moved to **In Review** and a comment with the PR URL is posted\n",
+        "6. Reviewers are notified per your normal branch protection settings\n",
+        "\n",
+        "<img src=\"./images/jira_comment.png\" alt=\"Jira comment with PR link\" width=\"300\"/>\n",
+        "<img src=\"./images/jira_status_change.png\" alt=\"Jira status transition to In Review\" width=\"300\"/>\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "vscode": {
+          "languageId": "raw"
+        }
+      },
+      "source": [
+        "## Review & Merge the PR\n",
+        "\n",
+        "* Confirm CI passes – tests, lint, build\n",
+        "* Approve & squash-merge\n",
+        "* The default branch protection will auto-close the Jira ticket once the PR merges if your *Smart Commits* integration is enabled\n",
+        "\n",
+        "## Conclusion\n",
+        "\n",
+        "This automation streamlines your development workflow by creating a seamless integration between Jira and GitHub:\n",
+        "\n",
+        "* **Zero-click implementation** - AI handles the code changes based on ticket descriptions\n",
+        "* **Automatic status tracking** - Tickets progress through your workflow without manual updates\n",
+        "* **Improved developer experience** - Focus on reviewing quality code instead of writing boilerplate\n",
+        "* **Reduced handoff friction** - The PR is ready for review as soon as the ticket is labeled\n",
+        "\n",
+        "The `codex-cli` tool is a powerful AI coding assistant that automates repetitive programming tasks. You can explore more about it at:\n",
+        "\n",
+        "* [OpenAI Codex-CLI GitHub Repository](https://github.com/openai/codex/)"
+      ]
+    }
+  ],
+  "metadata": {
+    "kernelspec": {
+      "display_name": ".venv",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.12.10"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 2
+}
diff --git a/registry.yaml b/registry.yaml
@@ -3,6 +3,15 @@
 # This file is used to generate cookbook.openai.com. It specifies which paths we
 # should build pages for, and indicates metadata such as tags, creation date and
 # authors for each page.
+- title: Automate Jira ↔ GitHub with Codex
+  path: examples/codex/jira-github.ipynb
+  date: 2025-06-21
+  authors:
+    - alwell-kevin
+    - narenoai
+  tags:
+    - codex
+    - automation
 
 - title: Fine-Tuning Techniques - Choosing Between SFT, DPO, and RFT (With a Guide to DPO)
   path: examples/Fine_tuning_direct_preference_optimization_guide.ipynb