Nate Herk walks Matt Wolfe through three Claude Code workflows in a 38-minute interview: video editing, a simulated advisory panel, and Instagram publishing.

Teach an editing style with finished work

  • Herk analyzed 27 human-edited reels, turning pacing, layouts, typography, and sound choices into reusable skills.
  • He combines sampled frames with word-level transcription and waveform checks to align graphics and avoid cutting off speech.
  • Long-form skills switch between screen recordings and facecam, add readable zooms, and flag explanations that need another take.
  • Music and sound design still need feedback; the comparison uses existing reference material, rather than a blind test on unseen footage.

Give a panel different questions to answer

  • The Roast Room gives subagents different decision lenses, source-derived reference files, and a shared set of options.
  • Agents state positions, debate sequentially, vote, and produce a short report; the animated interface displays the underlying workflow.
  • Herk switched from agent teams to subagents after finding the extra coordination cost brought little benefit.
  • The panel recommends testing a more personal newsletter alongside outcome-based sponsorship pricing; these are generated suggestions, not actual advisers’ opinions.

Separate content production from business results

  • His Instagram workflow researches a source, prepares branded slides and clips, checks layout, refreshes facts before posting, and logs the result for deduplication.
  • A demonstrated carousel finishes in roughly five to six minutes; Herk still submits ideas, revises instructions, and deletes weak posts.
  • He reports almost 2,000 followers in about 30 days and four to five hours of his own time, without a verified cost or profit ledger.
  • Sponsorship handling is a future goal. The analytics-driven improvement loop is only partly prepared, not an established autonomous learning system.

Caveat: the title’s “20 reels before breakfast” is Herk’s reported morning output, not a timed benchmark. He still recorded the presenter footage himself.

“The best inspiration is proven work.” — Nate Herk