SOCIAL MEDIA
Research-enriched founder thread from a GitLab release
An agent enriches a GitLab release with competitive and market context via web search, drafts a sharper founder thread, logs the reasoning to Notion.
How it runs
The automated pipeline, trigger to output.
- TriggerGitLab release tag publishedGitLab
- ActionResearch competitive and market contextPerplexity
- ActionDraft positioned thread + log sources to NotionNotion
- ActionSend draft to Slack for approvalSlack
- OutputPublish approved threadSocial publishing
What it does
Goes beyond the release notes. An agent reads the shipped feature, researches how competitors frame similar capabilities and what the market is talking about, then writes a founder thread that positions the release with real context. It logs its sources and reasoning to Notion and routes the draft for approval.
When to use it
When a bare feature description isn't enough and you want posts that tie your ship to a market narrative or a competitor gap. Best for founders in crowded categories who need every post to earn attention.
How it works
- 1A GitLab release-tag event hands the agent the feature details.
- 2The agent runs web searches for competitor framing and relevant market angles.
- 3It drafts a positioned founder thread and records sources and rationale in a Notion page.
- 4The draft posts to Slack with Approve / Reject and pauses for review.
- 5On approval, post-to-platforms publishes the thread; the Notion record stays as an audit trail.
Set it up
What you configure once, before turning it on.
- 1Connect GitLabRepos, MRs, pipelines, registry.
- 2Connect PerplexitySearch-grounded answers with citations.
- 3Connect NotionPages, databases, comments.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
- 6Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 7Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 8Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.