SUMMARIZATION
Weekly multilingual release digest with audio to Slack
Every Friday, summarize the week's merged GitHub releases into a digest, translate and voice it per language, and post the text plus audio links to regional Slack channels.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule (Friday)
- ActionCollect week's GitHub releasesGitHub
- ActionSummarize into highlights digestHugging Face
- ActionTranslate + voice per regionElevenLabs
- OutputPost localized digest to Slack channelsSlack
What it does
Rolls up everything you shipped in a week into one digest, then localizes it for each region. It collects the week's releases from GitHub, writes a short summary, translates it, generates a voiceover per language, and posts each region's text-and-audio digest into its Slack channel.
When to use it
Use it for distributed teams or regional communities where a single end-of-week "here's what shipped" message — in each group's language, with an optional audio clip — keeps everyone aligned without manual reporting.
How it works
- 1A weekly schedule fires Friday afternoon (trigger).
- 2The flow queries GitHub for releases published in the last seven days and merges their notes.
- 3An LLM condenses them into a tight highlights digest.
- 4Per configured region, a Hugging Face model translates the digest and ElevenLabs renders a short voiceover.
- 5The flow posts each localized digest, with its audio file, to the matching regional Slack channel.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect Hugging FaceModels, datasets, spaces — the open-source hub.
- 3Connect ElevenLabsText-to-speech, voice cloning.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run this workflow in your colony.
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