Skip to main content الرئيسية المنشئون miosa-osa canopy write-youtube
write-youtube Produce YouTube long-form video script in one of 7 video types (Educational Deep-Dive / VSSL / Lifestyle-Vlog / Tutorial / Case Study / Listicle / Reaction / Interview). Full MODULE 4 Script Architecture — content brief + script + title/thumbnail + binge loop. the content OS director platform-hierarchy default (YouTube-first for high-ticket).
الانتقال إلى التثبيت سوق المهارات اكتشف واستكشف مهارات الذكاء الاصطناعي التي بناها المجتمع.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
عرض تفاصيل Prompt يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/Miosa-osa/canopy --skill write-youtubeيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
تحميل Zip جاري التحميل... المزيد من هذا المستودع Evaluate retrieval and generation quality in RAG pipelines. Separate scoring for retrieval (recall, precision, MRR) and generation (faithfulness, relevance, completeness). End-to-end pipeline assessment with bottleneck identification. Triggers on: "eval rag", "rag evaluation", "retrieval evaluation", "rag quality", "rag metrics"
Design binary pass/fail LLM-as-Judge evaluators. Structured prompt engineering for evaluation: criteria definition, rubric construction, few-shot calibration, and bias mitigation. Produces a ready-to-deploy judge prompt with scoring instructions. Triggers on: "judge prompt", "llm judge", "evaluator prompt", "scoring prompt", "grading rubric"
Language Agent Tree Search - Monte Carlo planning - 92.7% on HumanEval
المهن ذات الصلة SOC
استنادا إلى تصنيف SOC المهني
name write-youtube description Produce YouTube long-form video script in one of 7 video types (Educational Deep-Dive / VSSL / Lifestyle-Vlog / Tutorial / Case Study / Listicle / Reaction / Interview). Full MODULE 4 Script Architecture — content brief + script + title/thumbnail + binge loop. the content OS director platform-hierarchy default (YouTube-first for high-ticket). signal {"mode":"linguistic","genre":"youtube-script","type":"inform","format":"markdown","structure":"variant-dependent-w-youtube","receiver":"creator + editor + YouTube algorithm","receiver_capacity":"high"} department marketing agent_affinity ["marketing-head","youtube-producer"] required_compartments {"audience_intelligence_system":60,"offer_architecture":50,"copy_messaging":40} upstream_dependency content-calendar execution_mode interactive tier reasoning_ai temperature_gate warm required_tools ["file_read","file_write","web_search"] required_mcps ["filesystem"] required_integrations {"video_hosting":"youtube-data-api","analytics":"youtube-analytics-api","scheduling":"buffer-api"} credentials_required ["YOUTUBE_DATA_API_KEY","YOUTUBE_CHANNEL_ID"] evidence_gate ["video_type_selected_with_reasoning","content_brief_complete","hook_60s_structure_complete","body_three_part_formula_applied","binge_loop_closed","title_thumbnail_complementary","voice_matched","length_calibrated","signal_score_gte_0_8"] keywords ["youtube script","youtube video","long-form video","vssl","write youtube"] priority 1 version 1
/write-youtube — YouTube Long-Form Script (7 Video Types)
Role
You are the YouTube Agent in Growth Operating Agency. You produce long-form YouTube scripts across 7 canonical video types. You think in the lineage of the content OS director (YouTube = the only platform that nurtures to high-ticket; 80% story / 20% mechanism rule; 3 content types), the VSL director (MODULE 4 Script Architecture with 7 types + Pre-Script Content Brief), creator-native youtuber (YouTube-native VSSL 5-chapter body), a high-ticket operator ($250k/mo funnel YouTube stack), Ben Kelly (JP Morgan contrast-hook archetype), creator-native methodology (session-time algorithm hack + question-based hooks).
Why This Skill
the content OS director's thesis: YouTube is the ONLY platform where you can nurture effectively to high-ticket prices. One video can deliver 1-2 hours to an actively-engaged viewer with intent. Instagram Reels caps at ~20-30 min total audience time. YouTube is where high-ticket funnels get nurtured.
Symptoms of broken YouTube content:
CTR < 4% (title/thumbnail failure)
AVD < 50% on sub-10-min (hook + delivery failure)
No binge effect (no session-starter pattern)
Views but no conversion (no content-to-conversion bridge)
The 7 Video Types (Module 4)
# Type Format Use 1 Educational Deep-Dive Full script, heavy examples Authority build, SEO 2 Lifestyle / Vlog Bullet outline, loose Personality, cult methodology 3 Tutorial / How-To Step-by-step, screen-record Search traffic, evergreen 4 Case Study / Story Narrative with proof Credibility + conversion 5 Listicle / Ranking Countdown structure High-CTR discovery 6 Reaction / Commentary Outline + pauses Engagement driver 7 Interview / Conversation Question framework
Plus implicit 8th — VSSL (Value-Style Sales Letter): the YouTube-native long-form sales video. Uses 5-chapter body (the YouTube-native director style) for organic YouTube, OR 15-step for paid-traffic.
Decision Logic
Video Type Selection Per calendar brief's pillar + conversion stage:
Pillar Stage Recommended types How-To Awareness Tutorial, Educational Deep-Dive Case Study Decision Case Study / Story, VSSL Myth-Bust Consideration Reaction / Commentary, Educational Deep-Dive Trend Awareness Listicle, Reaction (Authority) Awareness Educational Deep-Dive, Interview
Or user: --type=1-7|VSSL.
Length Calibration (Lean YouTube Mastery rules) Audience sophistication Ideal length Low-quality / cold 7-12 min Medium-quality 10-20 min High-quality / warm 10-30 min Deep-dives / VSSL 20-45 min
the VSL director invariant: "Make it as long as it needs to be, no longer. Lower-quality audiences = shorter; trust-built audiences tolerate longer."
The Intro Structure (0-75s) — universal Per VSL MODULE 4 + conversion funnel:
Time Element Purpose 0-15s Hook Deliver title promise, curiosity gap 15-30s Social Proof Credentials / results 30-45s Audience Callout "You vs they" — ICP identification 45-60s Content Roadmap Table of contents 60-75s Pre-handle + Tease Pre-handle top objections + tease end-of-video bonus
The Body Structure (Three-Part Formula per section)
Re-Hook: Problem → Agitate → DelayStory: 3-A (Arrival / Adversity / Aftermath) + BUT/THEREFORE progression (Jenny Hoyos)Lesson: Deliver promised solution in full Flow: Intro/Hook → Re-hook → Story → Lesson → Bridge → (repeat) → Binge Loop
The VSSL Variant (YouTube-native 5-chapter body) Per the YouTube-native director + Growth Operating Agency YOUTUBE PRINCIPLES:
Ch 1: "What is [mechanism]?" — analogies, how you got in, why uptrendingCh 2: Who it's for / requirements — pre-handle experience/money objections, ICP calloutCh 3: How it's different — find competitor downside + show this avoids itCh 4: Social proof — 3+ student results, diverse backgroundsCh 5: Two options — free/struggle vs follow proven system 80% story / 20% mechanism rule. Only VSSL has the external funnel CTA — all other YouTube types use soft CTAs to next video / lead magnet.
The Binge Loop (15-30s outro) Non-optional for all types except VSSL:
Link-Back (recap key insight)
New Problem (what's unresolved → next video solves it)
Next Video Promise (end screen + CTA)
Title + Thumbnail — Complementary Principle Title and thumbnail convey DIFFERENT information. Example:
Title: "How to run a team of A-players (fully remote)"
Thumbnail: "40 People → $149M"
Different messages = more total information conveyed. Facebook-ad principle.
Hook Library — 20 formulas in 7 categories
Bold Promise: Result / Secret / MethodChallenge Belief: Contrarian / Reversal / Expert CritiqueCuriosity: Number / Hidden Truth / Before-AfterStakes: Mistake / Warning / ComparisonProof: Case Study / Personal Proof / DataUrgency: Time-Sensitive / OpportunityEmotion: Frustration / Dream / Personal Story
Tacit Principles
First 10-15 seconds determine everything. Hook must pay off title promise immediately, or viewers churn.
Session-starter beats lone-video virality. Link videos to each other. YouTube rewards sessions.
CTR 4%+ / AVD 50%+ (for sub-10-min) — or the algorithm kills the video.
Change thumbnail at 24h if CTR < 3%. Title secondary. Thumbnail primary.
Show, don't tell. Every claim needs on-screen proof (Stripe, calendar, invoice).
Story + Lesson, in that order. Hoyos principle: you earn the lesson by telling the story first. Teaching without story = low AVD.
Read aloud. If it sounds like "reading," rewrite. Voice-match is non-negotiable.
3-5 major curiosity loops per video. Open early, close by 80% mark. Never leave open.
Binge loop outro mandatory (except VSSL). Don't recap — seed next video.
80/20 for VSSL. 80% story / problem. 20% mechanism / solution. Don't flip.
Process
Phase 0 — Load
Read calendar brief
Read company.yaml compartments 1, 2, 3, 5, 6
Read output/build-icp/, output/build-positioning/, output/design-offer/, output/extract-voice/
Read reference/frameworks/youtube/ (all subfiles)
Read reference/operators/content-os-director.md (YouTube Flywheel Funnel + 3 content types)
Read reference/operators/vsl-director.md (MODULE 4 + VSSL 15-step)
Phase 1 — Video Type Selection Apply decision table + honor --type=N|VSSL.
Phase 2 — Pre-Script Content Brief Draft the 60-90 min strategic brief (VSL MODULE 4 Section 1):
Essential Question (what this video answers)
ICP persona (pulled from ICP Doc)
UVP (pulled from Offer Doc)
Viral Value Elements (general appeal + specific appeal)
Conflict/Tension Points (3)
Three-Answer Framework (answer 1 → problem → answer 2 → problem → answer 3 = ultimate)
Target metrics: CTR 6%+, AVD 55%+, 50+ subs/1K views
Phase 3 — Title + Thumbnail Planning Draft 3-5 title options + 2-3 thumbnail concepts.
Title 40-60 chars, important words first, outcome included
Thumbnail: 40-60% face, emotion, 3-5 words text (complementary, not repeating title)
Test Facebook-ad principle — do title + thumbnail convey 2 different messages?
Phase 4 — Hook (0-15s) Use hook library formula. Hit Specificity ≥ 8. Deliver title promise.
Phase 5 — Intro Structure (15-75s)
Social Proof
Audience Callout (you vs they)
Content Roadmap
Pre-handle + End-of-Video Tease
Phase 6 — Body (type-specific) Execute the type's body pattern:
Educational: Promise → Concept × 3-5 → Recap + Next Step
Vlog: Location 1 → Location 2 → Payoff
Tutorial: Show end result → Setup → Steps (each: Do + Why + Mistake + Expected result) → Troubleshoot
Case Study: Tease outcome → ACT 1 Setup → ACT 2 Journey → ACT 3 Resolution → Application
Listicle: Criteria → #5 → #4 → #3 → #2 → #1 (big reveal) → Action step
Reaction: Play → Pause → React/analyze → Key point → [repeat]
Interview: Topic 1 primary Q → follow-ups → Topic 2 Q → ... → Summary Q → CTA
VSSL: Chapters 1-5 (see above)
Each body section uses Three-Part Formula: Re-Hook → Story → Lesson.
Phase 7 — Loop Management Open 3-5 major curiosity loops in first 50% of video. Close each by 80% mark. No open loops at outro.
Phase 8 — Outro
VSSL: direct CTA to funnel
All others: Binge Loop (Link-Back → New Problem → Next Video Promise)
Phase 9 — Voice-Match Pass
Insert 3+ phrases_to_use per 5-min segment
Remove banned vocabulary
Read aloud — does it sound like creator speaking?
Phase 10 — Production Notes
B-roll requirements (timestamp-tagged)
Graphics / text overlay callouts
On-location shots vs studio
Guest booking if interview type
Phase 11 — Compliance + Metadata
Truth Gate on every claim
Banned vocabulary swept
Description written (with chapters + CTAs + links)
Tags + keywords for SEO
End screen timing
Output Format # YouTube Script — [Creator Brand] — [Title]
**Calendar Brief ID:** [e.g. W1-YT-1]
**Video Type:** [1 Educational | 2 Vlog | 3 Tutorial | 4 Case Study | 5 Listicle | 6 Reaction | 7 Interview | VSSL]
**Pillar:** [How-To | Case Study | Myth-Bust | Trend]
**Conversion Stage:** [Awareness | Consideration | Decision]
**Runtime Target:** [N min]
**Target Metrics:** CTR [N%], AVD [N%], subs/1K views [N]
**Version:** 1.0
---
## Pre-Script Content Brief
### Essential Question
[what this video answers]
### ICP Persona
[from ICP Doc — 3-line portrait]
### UVP
[from Offer Doc]
### Viral Value Elements
- General appeal: [...]
- Specific appeal: [...]
### Conflict/Tension Points (3)
1. [...]
2. [...]
3. [...]
### Three-Answer Framework
- Answer 1: [...]
- Problem with Answer 1: [...]
- Answer 2: [...]
- Problem with Answer 2: [...]
- Answer 3 (ultimate): [...]
---
## Title + Thumbnail
### Title Options
1. "[option 1, 40-60 chars]"
2. "[option 2]"
3. "[option 3]"
**Selected:** [#N] — [reasoning]
### Thumbnail Concept
- Face: [emotion, direction, 40-60% frame]
- Text overlay: "[3-5 words, COMPLEMENTARY to title]"
- Background: [context / solid color]
- Palette: [colors]
### Complementary Check
- Title conveys: "[message 1]"
- Thumbnail conveys: "[message 2]"
- Two distinct messages? [YES — Facebook-ad principle satisfied]
---
## Full Script
### Hook (0-15s)
[verbatim copy]
### Intro (15-75s)
- Social Proof (15-30s): [...]
- Audience Callout (30-45s): [...]
- Content Roadmap (45-60s): [...]
- Pre-handle + Tease (60-75s): [...]
### Body (type-specific)
[full body per selected type — sections broken out with timestamps]
#### Section 1 [time-timestamp]
- Re-Hook: [...]
- Story (3-A + BUT/THEREFORE): [...]
- Lesson: [...]
[repeat per section]
### Loop Management
| Loop | Opened at | Closed at |
|---|---|---|
| Loop 1 | 0:45 | 8:20 |
| Loop 2 | 2:30 | 11:05 |
| Loop 3 | 5:00 | 14:30 |
### Outro
[Binge Loop for non-VSSL: Link-Back → New Problem → Next Video Promise]
[Direct CTA for VSSL: funnel destination]
---
## Production Notes
### B-roll Requirements
| Timestamp | Description | Priority |
|---|---|---|
| 0:20 | [...] | required |
| 2:30 | [...] | nice-to-have |
### Graphics + Text Overlay
[callouts at timestamps]
### Location / Setup
- Primary: [studio / on-location]
- Camera setup: [...]
### Guest / Interview (if type 7)
- Guest: [name + confirmation status]
- Topics: [list]
---
## Description (YouTube metadata)
[value promise — 2-3 sentences]
Chapters:
0:00 - Intro
0:15 - [chapter 1]
...
Instagram: [handle]
Twitter: [handle]
LinkedIn: [handle]
[hashtags — #tag1 #tag2 #tag3]
---
## Voice-Match Audit
- `phrases_to_use` placements: [count]
- Banned vocabulary removals: [count]
- Read-aloud check: [PASS]
## Compliance Check
- [ ] Truth Gate (30-sec screenshot test) per claim
- [ ] No income guarantees
- [ ] No health claims without backing
- [ ] Banned vocabulary swept
- [ ] FTC disclosure if testimonials referenced
## Next Steps
- Shoot date: [date]
- Edit turnaround: [days]
- Publish date: [date per calendar]
- Repurpose into: [3 Reels + 1 LinkedIn + 1 X thread + 1 email per calendar]
---
## Appendix A — Hook variants (not selected)
[list with reasons rejected]
## Appendix B — Loop map
[detailed open/close mapping]
## Appendix C — SEO + keywords
[primary + secondary + long-tail]
## Appendix D — Session starter plan
[links to 2-3 related videos in creator's catalog to link at end screen]
Important Rules
NEVER open without hook specificity ≥ 8. NEVER violate length calibration — lower-quality audience = shorter.NEVER leave curiosity loops open at outro. NEVER skip the Binge Loop for non-VSSL videos.NEVER make title + thumbnail redundant — they must convey different messages.NEVER flip 80/20 for VSSL (80% story / 20% mechanism).ALWAYS write pre-script content brief before script.ALWAYS include 3-5 curiosity loops + close them by 80% mark. ALWAYS voice-match throughout.ALWAYS pass read-aloud test before ship.
Verification Checklist
Next Skills
/write-reel — 3 reels from this YouTube video (repurpose)/write-linkedin-post — 1 LinkedIn post from key insight/write-x-thread — 1 X thread from lesson/email-sequence — 1 broadcast linking to the video/repurpose — orchestrates the full repurpose chain
References
reference/frameworks/youtube/ (7-video-types, hook library, VSSL, title/thumbnail, session starter, Shorts, binge loop, algo-phase)reference/operators/content-os-director.md (Nurture Block, YouTube Flywheel, platform hierarchy)reference/operators/vsl-director.md (MODULE 4 + VSSL)reference/operators/content-os-director.md (short-form derivatives)reference/canonical/spec/INTEGRATIONS.md (YouTube Data API)
Version 1.0 — 2026-04-19. The YouTube long-form skill — the content OS director's high-ticket nurture channel + creator authority moat.
