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Turn voice notes into Linear tickets and review analytics

The author built Codex skills that convert voice notes into formatted Linear tickets, review YouTube analytics weekly, and run nightly self-improvement automations.

Time saved
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Setup time
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Running cost
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Cost range
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Use case overview

The author built Codex skills that convert voice notes into formatted Linear tickets, review YouTube analytics weekly, and run nightly self-improvement automations.

Reported experience

  1. What they did

    Keith Rumjahn saved repeated prompts as Codex Skills. A Linear skill turns his voice notes about features into properly formatted tickets. A YouTube analytics skill downloads his channel data and suggests optimizations. Two automations, borrowed from OpenAI's video, run on a schedule: Upskill nightly, from failure logs, and Update Agents.md every 12 hours, from his conversations.

  2. How it went

    He says the analytics skill saves 90 minutes every Sunday. Channel views are up 114% and watch time up 111%, partly because he now acts on the suggestions. The post gives no figures for the Linear skill.

  3. Worth knowing

    Codex requires ChatGPT Plus at $20/month, and the full Upskill and Update Agents.md prompts are shared only in his community.

Example prompts

Try with Codex
Create a reusable skill that takes a voice note transcript I paste in and turns it into a formatted ticket for [Linear/Jira] with title, description, acceptance criteria, and priority using this template: [template]. Show me the drafted tickets for approval before creating anything in [project name]. Once that works, add a weekly routine that reviews [analytics source, e.g. YouTube analytics] and sends me a summary of what changed.