-
Notifications
You must be signed in to change notification settings - Fork 10.8k
[WIP] add new cookbook for codex-jira #1910
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
+324
−0
Merged
Changes from 1 commit
Commits
Show all changes
3 commits
Select commit
Hold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -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 | ||
} |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Should transition ID be a dynamic value?
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The transition ID apparently varies by project. https://developer.atlassian.com/cloud/jira/platform/rest/v3/api-group-issues/#api-rest-api-3-issue-issueidorkey-transitions-get I added a link to the doc in my new commit