Ytdescription

YouTube Description Generator

Generate a YouTube video description in your locked organic-video format. This skill is for HIS OWN long-form tutorials (not sponsored videos — see the old Cotera reference in git history if a sponsored format is needed).

Hard Rules

1. NEVER ASK CLARIFYING QUESTIONS. you gives a file path or pastes a transcript — get to work immediately. Trust the input. If the file doesn't exist, only then report back.
2. Transcribe first if needed. If you provides a video/audio path, run Whisper to extract a word-level transcript before mapping chapters.
3. Block order is LOCKED. Do not reorder. See template below.
4. Chapters are accurate and concise. Maximum 6-8 chapters for a 10-20 min video. Do NOT create one chapter per tool — group by section/layer/topic. Each chapter title lists what's covered in parentheses if multiple sub-items.
5. First chapter MUST be 0:00 or YouTube won't render chapters.
6. No email in socials. Use the 5 social platforms plus the Community line only (Instagram, LinkedIn, Facebook, TikTok, YouTube, Community). Exact order locked.
7. No em dashes (—) or double hyphens in user-facing copy. Use commas/periods/parentheses. Two short sentences > one with a dash. (Exception: chapter titles may use — as a separator between section number and content, as it reads cleanly in YouTube's chapter UI. Locked.)
8. No emojis in the body (except inside chapter labels if you adds them). Plain text headers — no 🎓 🛠️ 📬 ⏱️ at section heads.
9. Hashtags: exactly 3, all lowercase, on one line, at the very bottom.
10. Output as a single fenced code block so you can copy-paste straight into YouTube Studio.

Locked Template

Learn more {Skool Community}: https://www.skool.com/ai-inner-circle/about

{TITLE — the actual YouTube video title, e.g. "Why Vibe Coding Fails Without the Full SaaS Stack"}

{One-paragraph description, 2-4 sentences. Plain English. Names the products built with the stack/method. NO em dashes. NO hype words.}

In this video you'll learn:
• {Benefit 1 — 5-10 words}
• {Benefit 2 — 5-10 words}
• {Benefit 3 — 5-10 words}
• {Benefit 4 — 5-10 words}

MY SAAS PRODUCTS (built with this exact stack)
TiltIt: https://tiltit.video [3D animation software]
PenAnywhere: https://apps.apple.com/us/app/penanywhere/id6760774183 [Annotator App]
Impromptly AI: https://impromptly.ai/ [English Speaking Coach, Impromptu Generator]

Comment "{KEYWORD}" and I'll DM you the full Notion checklist with {what the checklist contains — 5-10 words}.

If this saved you weeks of trial-and-error, hit subscribe — I drop one builder-to-builder tutorial every week.

CONNECT WITH ME
* Instagram: https://www.instagram.com/leadgenman/
* LinkedIn: https://www.linkedin.com/in/leadgenmanthan/
* Facebook: https://www.facebook.com/leadgenman/
* TikTok: https://www.tiktok.com/@leadgenmanthan
* YouTube: https://www.youtube.com/@LeadGenMan
* Community: https://www.skool.com/ai-inner-circle/about

CHAPTERS
0:00 {Hook / Intro chapter title}
{MM:SS} {Section 1 — short label (tools/topics inside in parens if multiple)}
{MM:SS} {Section 2 — short label}
{MM:SS} {Section 3 — short label}
{MM:SS} {Section 4 — short label}
{MM:SS} {Section 5 — short label}
{MM:SS} {Final chapter — usually the CTA / payoff / outro}

#{hashtag1} #{hashtag2} #{hashtag3}

Block Order (LOCKED — never deviate)

1. Skool community link — Learn more {Skool Community}: https://www.skool.com/ai-inner-circle/about
2. Title — the actual YouTube title, no quotes around it, plain line
3. One-paragraph description — 2-4 sentences, plain English, names the products
4. "In this video you'll learn:" — 4 bullets, each 5-10 words, benefit-driven
5. MY SAAS PRODUCTS — the 3 products with bracketed descriptors (locked exact format)
6. Comment bait CTA — Comment "KEYWORD" and I'll DM you...
7. Subscribe line — If this saved you weeks of trial-and-error, hit subscribe...
8. CONNECT WITH ME — 5 socials + Community line, all with bullet asterisks. Community line is labeled Community (never Skool).
9. CHAPTERS — 6-8 chapters max, first one is 0:00
10. Hashtags — 3, lowercase, single line

Hard-Coded Lines (NEVER change these)

These lines are templated and do NOT vary between videos. Reuse verbatim:

Learn more {Skool Community}: https://www.skool.com/ai-inner-circle/about

MY SAAS PRODUCTS (built with this exact stack)
TiltIt: https://tiltit.video [3D animation software]
PenAnywhere: https://apps.apple.com/us/app/penanywhere/id6760774183 [Annotator App]
Impromptly AI: https://impromptly.ai/ [English Speaking Coach, Impromptu Generator]

If this saved you weeks of trial-and-error, hit subscribe — I drop one builder-to-builder tutorial every week.

CONNECT WITH ME
* Instagram: https://www.instagram.com/leadgenman/
* LinkedIn: https://www.linkedin.com/in/leadgenmanthan/
* Facebook: https://www.facebook.com/leadgenman/
* TikTok: https://www.tiktok.com/@leadgenmanthan
* YouTube: https://www.youtube.com/@LeadGenMan
* Community: https://www.skool.com/ai-inner-circle/about

Variable Lines (write fresh per video)

• Title — pull from your stated title or derive from transcript topic
• Description paragraph — 2-4 sentences summarizing the video's promise
• "In this video you'll learn" — 4 benefit bullets
• Comment keyword — pick one strong keyword from the video (STACK, CLAUDE, AGENTS, etc.) + describe what the giveaway is
• Chapters — 6-8 max, mapped from transcript
• Hashtags — 3 lowercase tags, all relevant to the video topic

Workflow

Step 1 — Get the transcript

If you provides a video/audio file:

# extract audio if video
/usr/local/bin/ffmpeg -i  -vn -acodec pcm_s16le -ar 16000 -ac 1 /tmp/ytdesc_audio.wav -y

# Whisper word-level timestamps
cd /scripts/sfx-engine
uv run python -c "
import whisper
m = whisper.load_model('base')
r = m.transcribe('/tmp/ytdesc_audio.wav', word_timestamps=True, language='en')
for seg in r['segments']:
    print(f'[{seg[\"start\"]:7.2f}s] {seg[\"text\"].strip()}')
"

If transcript is in the conversation already (e.g. just generated for /soundeffects on same video), reuse it. Don't re-transcribe.

Step 2 — Map chapters (max 6-8)

Read the transcript and find 6-8 natural section breaks. For tutorial videos, group by topic/layer/section, NOT by individual tool. Example for a 17-tool video → 6 chapters (intro + 5 layers + outro), not 19 chapters.

Format: MM:SS Section name or MM:SS LAYER N — Section (tool1, tool2, tool3, tool4).

First chapter is always 0:00. Chapter titles are 4-10 words, no clickbait punctuation.

Step 3 — Write the variable lines

• Title (from your direction or transcript)
• 2-4 sentence description
• 4 benefit bullets
• Comment keyword + checklist promise
• 3 hashtags

Step 4 — Assemble and ship

Print the entire description in ONE fenced code block. End the response with one short line like "Ship it." — no commentary on what changed unless you asks.

Reference Example (locked golden output, 2026-05-14)

Learn more {Skool Community}: https://www.skool.com/ai-inner-circle/about

Why Vibe Coding Fails Without the Full SaaS Stack

Vibe coding alone won't ship a real SaaS. Here's the full 17-tool stack I use to take a vibe coded app from idea to a production-ready SaaS handling thousands of paying users, the same stack behind TiltIt, PenAnywhere, and Impromptly AI.

In this video you'll learn:
• The 5 layers of a production-ready vibe coding stack
• Why Cursor / Claude Code alone is not enough
• The exact tools for hosting, payments, monitoring, and growth
• How to ship 3 paid apps in 3 months as a solo founder

MY SAAS PRODUCTS (built with this exact stack)
TiltIt: https://tiltit.video [3D animation software]
PenAnywhere: https://apps.apple.com/us/app/penanywhere/id6760774183 [Annotator App]
Impromptly AI: https://impromptly.ai/ [English Speaking Coach, Impromptu Generator]

Comment "STACK" and I'll DM you the full Notion checklist with every tool, pricing tier, and setup order.

If this saved you weeks of trial-and-error, hit subscribe — I drop one builder-to-builder tutorial every week.

CONNECT WITH ME
* Instagram: https://www.instagram.com/leadgenman/
* LinkedIn: https://www.linkedin.com/in/leadgenmanthan/
* Facebook: https://www.facebook.com/leadgenman/
* TikTok: https://www.tiktok.com/@leadgenmanthan
* YouTube: https://www.youtube.com/@LeadGenMan
* Community: https://www.skool.com/ai-inner-circle/about

CHAPTERS
0:00 Why most vibe coded apps die
1:06 LAYER 1 — Build (Claude Code, Cursor, Next.js, GitHub)
4:25 LAYER 2 — The Spine (Vercel, Supabase, Stripe, Cloudflare)
9:03 LAYER 3 — Monitoring (Sentry, BetterStack, PostHog, Upstash)
12:03 LAYER 4 — Communication (Resend, Loops, Intercom, Trigger.dev)
14:14 LAYER 5 — Growth (Headless WordPress, Google Search Console)
15:23 The real cheat sheet

#vibecoding #saasbuilder #leadgenman

What this skill never does

• Never asks "which source?" or "what title?" — uses what you provided
• Never adds an Email line to CONNECT WITH ME
• Never adds X/Twitter (deleted account)
• Never creates more than 8 chapters
• Never creates one chapter per tool (group by section/layer)
• Never adds emoji section markers (🎓 🛠️ 📬 ⏱️)
• Never reorders the locked blocks
• Never changes the hard-coded product/social/Skool/subscribe lines
• Never invents product descriptors — TiltIt = "3D animation software", PenAnywhere = "Annotator App", Impromptly AI = "English Speaking Coach, Impromptu Generator" (LOCKED)
• Always uses the full https://impromptly.ai/ URL for Impromptly AI (with the https:// prefix and trailing slash) so it links cleanly in YouTube
• Never labels the Skool entry as "Skool" in CONNECT WITH ME — always * Community: https://www.skool.com/ai-inner-circle/about

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: manthanpatelll
• Source: manthanpatelll/leadgenman-video-skills
• License: MIT

Install and usage instructions live in the source repository linked above.