j-star-films-studios YouTube Pipeline Skill
This skill provides access to a complete YouTube video production pipeline. It is self-contained: when activated, resolve the folder containing this SKILL.md as <skill-root> and read the bundled workflow, knowledge, prompt, and script files from there.
Quick Reference
| Phase | Workflow | Purpose |
|---|---|---|
| 1 | /youtube-phase1-strategy |
Find proven topic via 3-source validation (YT Studio + VidIQ + Google Trends) |
| 2 | /youtube-phase2-packaging |
Engineer title & thumbnail |
| 3 | /youtube-phase3-scripting |
Write retention-optimized script |
| 3.5 | /youtube-phase3.5-shorts |
Create 6 Shorts (3 Topic + 3 Extract) |
| 4 | /youtube-phase4-production |
Film, edit, polish |
| 5 | /youtube-phase5-repurposing |
Distribute to all platforms (YT, TikTok, IG, LinkedIn) |
| Master | /youtube-pipeline |
Orchestrate all 6 phases |
Bundled Files (Always Read These First)
All runtime instructions are bundled in this skill. Do not require the user's vault, a global config folder, or a specific agent harness for normal use.
Workflow Files:
<skill-root>/resources/youtube-pipeline.md
<skill-root>/resources/youtube-phase1-strategy.md
<skill-root>/resources/youtube-phase2-packaging.md
<skill-root>/resources/youtube-phase3-scripting.md
<skill-root>/resources/youtube-phase3.5-shorts.md
<skill-root>/resources/youtube-phase4-production.md
<skill-root>/resources/youtube-phase5-repurposing.md
Knowledge And Prompts:
<skill-root>/resources/knowledge/
<skill-root>/resources/prompts/
Automation Scripts (Phase 1):
<skill-root>/scripts/parse_yt_studio.ps1
<skill-root>/scripts/google-trends/search.js
Phase 1 Automation Tools
YouTube Studio HTML Parser
Extracts topics and volume indicators from YouTube Studio's Inspiration tab.
User Workflow:
- Go to YouTube Studio → Inspiration → Search topic
- Right-click results → Inspect → Find
<yta-section id="top-section"> - Right-click → Copy → Copy outerHTML
- Paste into
.htmlfile
Agent Command:
$SkillRoot = "<path-to-installed-youtube-pipeline-skill>"
powershell -ExecutionPolicy Bypass -File (Join-Path $SkillRoot "scripts/parse_yt_studio.ps1") -InputFile "topic.html" -OutputFile "parsed.md"
Google Trends Research
Google Trends validation is required. This skill bundles the local google-trends Node CLI so agents can run trends checks without relying on a separate global skill install.
First-Time Setup:
$SkillRoot = "<path-to-installed-youtube-pipeline-skill>"
$TrendRoot = Join-Path $SkillRoot "scripts/google-trends"
Push-Location $TrendRoot
pnpm install
Pop-Location
Agent Command:
$SkillRoot = "<path-to-installed-youtube-pipeline-skill>"
node (Join-Path $SkillRoot "scripts/google-trends/search.js") -k "Claude Cowork" -p youtube -t "now 7-d"
If Node dependencies are unavailable, use the manual Google Trends workflow in resources/youtube-phase1-strategy.md. Do not assume a Gemini, Codex, Pi, or other harness-specific path.
How to Use This Skill
Option 1: Full Pipeline
Invoke /youtube-pipeline and follow the prompts. The orchestrator will:
- Ask where you're starting
- Chain through all 6 phases
- Track state across phases
Option 2: Single Phase
Jump directly to any phase:
/youtube-phase1-strategy— Just need a topic (uses 3-source validation)/youtube-phase2-packaging— Just need title/thumbnail/youtube-phase3-scripting— Just need a script/youtube-phase3.5-shorts— Create 6 Shorts from a video/youtube-phase4-production— Just need production guidance/youtube-phase5-repurposing— Distribute to all platforms
AI Persona: The Brutal Expert
When running this pipeline, the AI operates as:
- Never yes-mans. Weak ideas get called out.
- Demands proof. "This video is viral" → "Show me the view:sub ratio."
- Generates outputs. AI generates titles, hooks, thumbnail concepts for user to pick from.
- Teaches the why. Every step includes the reasoning behind it.
- Challenges weak work. "That hook is mid. Try this instead..."
Phase 1: 3-Source Research Validation
Find proven topics using three data sources:
| Source | What to Check | Signal |
|---|---|---|
| YouTube Studio Trends | Inspiration tab → "What people are looking for" | High/Medium volume |
| Competitor VidIQ | Videos 4+ weeks old still getting views/hr | Evergreen topic |
| Google Trends | Explore → YouTube Search → Rising queries | Breakout (5000%+) |
Perfect Storm: When all 3 sources point to the same topic = proven opportunity.
Phase 3.5: 6 Shorts System (Topic + Extract)
⚠️ Retention Protection: Extract shorts hurt main video retention (viewers skip sections they've seen). Post extract shorts LAST.
| Category | Count | What It Is | When to Post |
|---|---|---|---|
| Topic Shorts | 3 | NEW recordings on the topic | Week 1: Mon/Wed/Fri |
| Extract Shorts | 3 | Sandwich Method clips from main | Week 2: Mon/Wed/Fri |
Topic Short Types:
- Hot Take — Spicy opinion on the topic
- Quick Win — One actionable tip
- Story Hook — Personal story as teaser
Sandwich Method (Extract Shorts):
| Layer | Time | What It Is |
|---|---|---|
| Top Bun | 0:00-0:05 | Fresh hook (user records new VO) |
| Meat | 0:05-0:50 | Clip from main video |
| Bottom Bun | 0:50-1:00 | Fresh CTA (user records new VO) |
Phase 5: Repurposing & Distribution
| Platform | Content | Extra Work |
|---|---|---|
| YouTube | Main + 6 Shorts | None |
| TikTok | Same 6 Shorts | None (repost) |
| Same 6 Shorts (Reels) | None (repost) | |
| 6 Shorts + 3 Text Posts + Stories | Text posts need drafting |
Result: 1 filming session = 7 pieces of content = 2 weeks of distribution across all platforms.
Key Frameworks (Phase 3 Scripting)
These are embedded in the Phase 3 workflow but summarized here for reference:
| Framework | What It Does |
|---|---|
| Ego Trap Hook | "You think [X] is helping you, but it's actually why you're failing" |
| Cost of Inaction | "If you ignore this, you'll keep [Pain] while others [Gain]" |
| DISC Layering | Hit all personality types: D=Results, I=Story, S=Steps, C=Data |
| 30-Second Snap | Reset attention every 30 seconds with visual/energy change |
| Loop Architecture | Open Loop → Content → Payoff → Bridge to next loop |
Updating This Skill
The files in resources/ are the packaged source used at runtime. If you refresh them from another workspace, copy into this skill folder and keep all references relative to <skill-root>.
To Sync (PowerShell):
$SkillRoot = "<path-to-installed-youtube-pipeline-skill>"
$ExternalWorkflowDir = "<path-to-external-workflow-source>"
$ExternalKnowledgeDir = "<path-to-external-knowledge-source>"
$ExternalPromptDir = "<path-to-external-prompt-source>"
Copy-Item -Path (Join-Path $ExternalWorkflowDir "youtube-*.md") -Destination (Join-Path $SkillRoot "resources") -Force
Copy-Item -Path (Join-Path $ExternalKnowledgeDir "*.md") -Destination (Join-Path $SkillRoot "resources/knowledge") -Force
Copy-Item -Path (Join-Path $ExternalPromptDir "*.md") -Destination (Join-Path $SkillRoot "resources/prompts") -Force
When to Sync:
- After updating any external workflow, processed note, or prompt source.
- To add new phases, add the workflow to
resources/, add supporting knowledge/prompts if needed, and update thisSKILL.mdquick reference. - If the Google Trends CLI changes, refresh
scripts/google-trends/search.js,package.json, andpnpm-lock.yamltogether. - After syncing, run a reference check for absolute local paths and harness-specific install paths.