MARKETING
Diagnose and propose fixes when a preview fails its CWV budget
When a Vercel preview fails Core Web Vitals, a CEO agent investigates the audit waterfall, identifies the top offenders (heavy images, blocking scripts, layout shifts), and opens…
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook: preview failed CWV budgetHTTP webhook
- ActionAgent parses Lighthouse waterfallOpenAI
- LogicRank root causes by metric impact
- ActionOpen GitHub issue with prioritized fixesGitHub
- OutputPost diagnosis summary to SlackSlack
What it does
This workflow does the analysis a senior performance engineer would. When a landing-page preview misses budget, an agent reads the full Lighthouse trace, reasons about why LCP or CLS is bad, and writes an actionable GitHub issue ranking the highest-impact fixes with the elements and bytes responsible.
When to use it
Use it when a red CWV check isn't enough and the team needs to know what to actually change. Great for marketing-owned pages where the people who must fix the issue aren't perf specialists and need concrete, prioritized guidance.
How it works
- 1A webhook fires from the launch gate when a preview fails its CWV budget, carrying the audit JSON.
- 2The agent parses the Lighthouse waterfall and CWV breakdown.
- 3It identifies root causes: largest contentful element, render-blocking resources, unsized media driving layout shift.
- 4It drafts prioritized fixes with estimated metric impact for each.
- 5It opens a GitHub issue with the findings and posts a summary to Slack so the owner is paged with a plan, not just a failure.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect GitHubRepos, issues, pull requests, actions.
- 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 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.
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