GitHub Release Monitor Translation
Monitors GitHub repos for new releases, uses AI to summarize and translate them into Chinese.
What it does
Get instant Chinese summaries of new GitHub releases directly in your Slack channel. This workflow automatically detects updates, uses AI to translate them, and prevents you from seeing duplicate notifications.
Step by step
- Configure a cron trigger in n8n to run at fixed intervals for polling GitHub repositories.
- Set up an HTTP request node to fetch the RSS feed from the target repository's releases page.
- Initialize a Redis client node to store and check release IDs against previously processed entries.
Where the LLM does the work
- Prompt Google Gemini to generate a concise summary of the new release notes in English.
- Instruct the model to translate the summarized content into natural, professional Chinese.
- Ask the AI to adjust the tone and formatting for a technical audience on Slack.
Watch out for
RSS feeds may not update instantly so implement a small delay or check the last modified header to avoid missing recent releases.
Long release notes might exceed token limits, so truncate or summarize aggressively before sending to Gemini.
Tools that fit
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal GitHub Release Monitor Translation: Monitors GitHub repos for new releases, uses AI to summarize and translate them into Chinese. ## Specification - What it does: Get instant Chinese summaries of new GitHub releases directly in your Slack channel. This workflow automatically detects updates, uses AI to translate them, and prevents you from seeing duplicate notifications. - Trigger: On a schedule (Scheduled · every 10 minutes) - Autonomy: Fully hands-off - Expected setup effort: about an afternoon - Tools/services involved: - n8n: Workflow orchestration platform - GitHub: Monitoring repository releases via RSS - Google Gemini Chat Model: Summarizing and translating release notes - Redis: Storing processed release IDs to prevent duplicates - Slack: Sending formatted notifications and error alerts ## Known pitfalls, handle each one explicitly in your implementation 1. RSS feeds may not update instantly so implement a small delay or check the last modified header to avoid missing recent releases. 2. Long release notes might exceed token limits, so truncate or summarize aggressively before sending to Gemini. ## Reference implementation https://n8n.io/workflows/3452 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/github-release-monitor-with-ai-translation/ via usecasesforagents.com
Frequently asked questions
Can I use a different Automation Platform than n8n?
Yes. n8n is only the example automation platform in this recipe. The same flow works with Home Assistant. Swap the automation platform connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for developers who want the busywork around code automated, not the code itself.