The argument in one line.
The real unlock for AI content creation is a Claude Code skill that researches, scripts, and renders a vertical avatar video on demand, compressing a full production session into one slash command.
Read if. Skip if.
- You are already using Claude Code daily and want a repeatable short-form content system you can run with one command.
- You create content in a technical or build-in-public niche and want to scale posting volume without scaling time.
- You've dismissed AI avatars as gimmicky but want to see the full pipeline wired together and running end-to-end.
- You already have a HeyGen account or are evaluating it and want to see it integrated into an agentic workflow.
- You are not yet using Claude Code — the HeyGen MCP integration won't make sense without that context.
- You want human-filmed content only; the output of this system is an AI avatar video, not edited footage of a real person.
The full version, fast.
The tutorial builds a five-step Claude Code skill from scratch: Claude spawns 33 parallel research agents to map what makes yap-style videos go viral, saves the findings, then reuses them as a permanent source of truth. On each invocation the skill reads your ICP and brand-voice context, scrapes for trending topics, scores them on DM shareability and contrarian angle, writes a 30-second script in the verified format, and passes it to HeyGen via MCP to render a captioned vertical avatar video. The live test run produced a video in minutes and surfaced a strong contrarian script — AI as leverage, not replacement — which the host then riffed on as the real point of the whole exercise.
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01 · Hook
Promise: film yap videos without filming yourself.

02 · Intro + setup
Host intro, create project folder, choose Opus 4.8, fire deep research prompt across all four questions.

03 · Build avatar in parallel
While research runs (10 min), start HeyGen avatar setup — the parallel-work insight.

04 · Avatar creation
Selfie → Google AI Studio image enhancement (Gemini 2 Flash) → convert to JPEG → upload look to HeyGen.

05 · Connect HeyGen MCP
Copy MCP URL from developers.haygen.com, add custom connector in Claude Code.

06 · Verify connection + research runs
Toggle HeyGen to always-allow; confirm 33 research agents spawned and running.

07 · Research results
26 sources reviewed, findings organized: hooks, virality mechanics, topic scoring, and script template.

08 · Build the skill
Prompt Claude to encode all research into a reusable slash-command skill for yap videos.

09 · Avatar + voice IDs
How to find avatar look ID and voice ID in HeyGen; clone your own voice; pass both IDs to Claude.

10 · Skill walkthrough
5-step pipeline Claude built: context → topic research → script → HeyGen render → return URL + log.

11 · Live test + commentary
First run produces a contrarian AI script; host riffs on the core insight — AI as leverage not replacement.

12 · Final output + CTA
Video delivered, community link for the pre-built skill, subscribe push.
Lines worth screenshotting.
- Claude Code can spawn 33 parallel research agents in one prompt and synthesize 26 sources in about ten minutes while you build something else.
- A Claude Code skill is a markdown instruction file your slash command reads on every run — build it once, get consistent results forever.
- The five-step yap pipeline runs entirely autonomously: load context, research and score topic, write script, render via HeyGen MCP, return video URL.
- HeyGen connects to Claude Code via a single MCP URL from developers.haygen.com — no API key wiring or custom code required.
- Topics are scored on three axes before the script is written: DM shareability, contrarian angle, and the specific pain your ICP is feeling right now.
- The proven yap script format: Hook (12 words, visceral) → Body (2-3 fast value beats) → Payoff (direct answer plainly stated) → Loop/CTA (a demand or question).
- Setting avatar speech speed to 1.1x adds energy without sounding unnatural — the skill bakes this in automatically so you never forget.
- Feeding Claude your own swipe file of viral hooks raises output quality more than any single prompt tweak.
- Brand voice context (ICP doc, offer doc, hook file) read at invocation time means Claude writes in your voice without re-prompting every session.
- AI avatar content still earns engagement when the perspective behind it is authentic — volume without a real point of view is what kills reach, not the avatar format itself.
Build once, run forever: the agentic content pipeline.
The gap between creators who post consistently and those who burn out is usually a system problem, not a motivation problem — and Claude Code can be that system.
- Deep research done once becomes a permanent foundation: saving Claude's synthesis means every future script benefits from 26 sources without spending another ten minutes or another batch of tokens.
- Parallel work is the real speed unlock — starting the HeyGen avatar setup while research runs in background cuts total session time roughly in half.
- A reusable skill encodes your research, brand voice, and format rules so you never re-explain the same constraints across sessions.
- Scoring topics on shareability and contrarian angle before writing the script prevents the most common short-form failure: posting content that is technically correct but has no reason to travel.
- The ICP doc and hook swipe file are inputs, not prompts — treating them as files Claude reads raises output quality more durably than any single clever prompt.
- Speed (1.1x) and captions are production decisions baked into the skill, not afterthoughts — every output is optimized at render time without extra manual steps.
- AI avatar content still earns engagement when the underlying perspective is real: volume without a distinct point of view is what kills reach, not the avatar format itself.
Terms worth knowing.
- Yap style video
- A short-form vertical video — typically 30 seconds — where a single speaker delivers a fast, opinionated monologue directly to camera, engineered for saves and shares rather than likes.
- Claude Code skill
- A markdown instruction file stored in a project that Claude Code reads when a matching slash command is invoked, enabling repeatable multi-step agentic workflows from a single command.
- MCP (Model Context Protocol)
- An open standard that lets Claude connect to external tools and APIs via a URL-based connector, enabling actions like creating HeyGen videos without writing custom integration code.
- ICP (Ideal Customer Profile)
- A written description of the specific person you are trying to reach — their pain, goals, awareness level, and language — used here as context Claude reads before writing scripts.
- Hook swipe file
- A running collection of proven viral opening lines the creator has saved from other videos, used to train Claude toward hooks that already work in a given niche.
- Avatar look ID / Voice ID
- Two unique identifiers from HeyGen — one for the visual appearance, one for the cloned voice — that Claude passes to the HeyGen API to render a video as a specific digital twin.
Things they pointed at.
Lines you could clip.
“AI isn't your content, it's your leverage. Use it to amplify a real voice, not replace one.”
“Everyone's using AI to pump out more content. That's exactly why they're invisible.”
“Stop asking AI to write for you, start asking what you'd say if you stopped copying everyone.”
Word for word.
Don't just watch it. Burn it in.
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
The bait, then the rug-pull.
The hook is a blunt one-two: name the format that is winning right now, then pull the rug on the assumption that you have to be in front of a camera to make it. Eight seconds to make you lean forward.
Named ideas worth stealing.
5-Step Yap Skill Pipeline
- Load context (ICP, offer, brand voice, hook swipe file)
- Research + score trending topics (DM shareability, contrarian angle, ICP pain)
- Write script in verified format (Hook 12w → Body → Payoff → Loop/CTA)
- Render avatar via HeyGen MCP (9:16, 1.1x speed, captions burned in)
- Return video URL + log record
The complete autonomous pipeline the skill runs on each invocation.
Topic Scoring Rubric
- DM shareability
- Contrarian angle
- ICP pain being felt right now
Three criteria Claude uses to pick one topic from the research; prevents generic or low-engagement choices.
Yap Script Format
- Hook: 12 words, visceral and contrarian (0-3s)
- Body: 2-3 fast value beats, one idea per sentence, punch then longer
- Payoff [22-26s]: the actual answer given plainly, no withholding
- Loop/CTA [28-30s]: a line that sends them back to the hook or demands a comment
Research-backed 30-second script structure that engineers for saves and shares.
How they asked for the click.
“If you wanna get access to the skill already built for you, join the community.”
Soft sell — offers the pre-built skill as the lead magnet for community membership. Also includes HeyGen affiliate link in description.




































































