SOCIAL MEDIA

Ghostwrite founder threads only for user-facing GitLab releases

Filters incoming GitLab releases to skip internal-only or chore tags, drafts a founder thread for genuinely shippable features, and sends it to Slack for approval before posting.

CategorySocial Media
Enginesim
Difficultyintermediate
Triggerevent
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerGitLab release tag publishedGitLabGitLab
  • LogicSkip internal/chore-only releases
  • ActionDraft customer-benefit threadOpenAI
  • ActionSend draft to Slack for approvalSlack
  • OutputPublish approved threadSocial publishing

What it does

Not every tag deserves a victory lap. This pipeline inspects each release's labels and commit prefixes, drops the internal refactors, dependency bumps, and CI chores, and only ghostwrites threads for changes your users would actually care about. Approved drafts then publish.

When to use it

When your release cadence is noisy — lots of internal tags mixed with real feature ships — and you don't want a thread written for `chore:` or `ci:` work. The filter keeps your feed signal-only.

How it works

  1. 1A GitLab release-tag event delivers the tag, labels, and commit messages.
  2. 2A logic step classifies the release: if every change is chore/ci/deps/internal, the run stops early with a logged skip.
  3. 3For user-facing releases, an OpenAI step writes the founder thread emphasizing the customer benefit.
  4. 4The draft posts to Slack with Approve / Reject controls and pauses.
  5. 5On approval, post-to-platforms publishes the thread to your channels.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect GitLabRepos, MRs, pipelines, registry.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.