OpenClaw Starter Packs

Creators who want to batch their YouTube production without doing every step manually

YouTube Orchestrator

Five skills — titles, guest research, outreach drafts, thumbnail briefs, and an orchestrator — covering your full production pipeline.

Outcomes

  • • A full video review packet in one session: 5 titles, thumbnail brief, guest shortlist, outreach drafts
  • • Title choices grounded in what's actually working in your niche—not guesswork
  • • Guest outreach with a specific angle per creator, not a copy-paste blast

What is included

How the agent works

  • • Research-first, taste-second — you pick the final
  • • No autonomous outreach or posting
  • • No fabricated stats or claims about performance

Files you'll fill out

  • • Channel positioning and audience beliefs
  • • Title formulas and swipe file
  • • Guest target list and outreach status
  • • Thumbnail style rules and prompt patterns

Step-by-step workflows

  • • Idea → title set → thumbnail brief → guest list → outreach drafts
  • • Weekly batching plan, 1–2 sessions
  • • Post-mortem loop: log what performed and update formulas

Conversation preview

Preview: YouTube Orchestrator in action

Me

I want to automate my YouTube workflow. Can you handle titles, guests, outreach, and thumbnail prompts?

YouTube Orchestrator

Yes. First I need your niche, 3–5 reference channels, and your target cadence. Then I’ll set up 5 skills: Title Writer (5 options), Guest Research (collab targets), Guest Outreach (draft-only messages), Thumbnail Brief (prompt brief), and an Orchestrator that ties it together into a single review packet per video.

Illustrative conversation preview. Outreach and publishing are always review-required.

Memory files

  • • channel_context.md
  • • niche_and_audience.md
  • • title_formulas.md
  • • guest_targets.md
  • • outreach_templates.md
  • • thumbnail_style.md
  • • production_pipeline.md
  • • decisions.md

Context questions at startup

  • • What niche are you in, and what channels do you admire (3–5 links)?
  • • What is your format mix (solo, interviews, screen-recorded, shorts)?
  • • How do you want to collaborate (guest swaps, interviews, co-created videos)?
  • • What does "on brand" look like for you (tone, taboo topics, visuals)?

Tools guidance

  • • web research with citations for title and guest research
  • • message drafting, never auto-send by default
  • • asset brief writing for thumbnail prompts
  • • workflow orchestration and checklists

Runs your YouTube production workflow. Drafts titles, briefs, and outreach — you review everything before it goes anywhere.