Skip to content
SkillReady to runNewMarketing

YouTube Description Factory

Written in-house · editorially graded

Every SkillsBank offering is written in-house — never scraped or crowd-sourced — and graded against a fixed editorial rubric in a separate grading step.

Dry-run test passed · Aug 17, 2026

Trigger check passed

Editorially graded · Aug 17, 2026

Transforms a CSV of video titles, transcripts, and primary keywords into a ZIP containing one editable DOCX description per video plus a filterable XLSX audit workbook with per-video and aggregate SEO compliance metrics. Use when a channel manager has a fresh batch of video transcripts (weekly or biweekly upload cycle) and needs multiple ready-to-paste, compliance-checked YouTube descriptions produced in one pass.

What you get

An installable SKILL.md file for your AI assistant. Produces a Word document (.docx) and an Excel workbook (.xlsx).

Works in
Claude Code · Cursor
Native — drops into .claude/skills/
Copilot · Codex · Gemini CLI
Native — reads .agents/skills/
claude.ai — web & desktop
Upload the .zip in Customize → Skills
ChatGPT
Via a Project — paste into its instructions

See it in action

A real input → output sample

Example Input
Video Title,Transcript,Primary Keyword(s)
How to Bake Sourdough Bread,"Today I'll show you how to bake sourdough bread from scratch. First feed your starter overnight. Fold the dough every thirty minutes during bulk fermentation. Shape it let it proof for two hours then bake at 450 degrees for 40 minutes. Sourdough bread has a great crust when baked correctly and the crumb should be open and airy.",sourdough bread
,"In this video we cover three stretching routines for runners: hip flexor stretch calf stretch and hamstring stretch each held for thirty seconds before switching sides. These running stretches help prevent injury before and after a long run.",running stretches
Weekly Vlog #12,,
Best Coffee Grinders 2024,"Today we're looking at the best coffee grinders you can buy in 2024. We tested burr grinders blade grinders and hand grinders. Burr grinders give you a consistent grind for espresso and pour over. Blade grinders are cheaper but less consistent. Hand grinders are great for travel and camping. We also discuss grind size and how it affects extraction.",coffee grinders
Example Output
{ "Batch-Summary": { "Per-Video Audit": [ { "Video Title": "How to Bake Sourdough Bread", "Filename": "How-to-Bake-Sourdough-Bread.docx", "Status": "Generated", "Flags": "", "Character Count": "1077", "5000-Char Limit": "OK", "Readability Band": "OK", "Keyword Used": "sourdough bread", "Keyword Placement (title/first-150)": "OK", "Keyword Density %": "3.41", "Density Flag": "OK", "Hashtag Count": "4", "Hashtag Compliance": "OK" }, { "Video Title": "Untitled Video 2", "Filename": "Untitled-Video-2.docx", "Status": "Generated", "Flags": "title recovered", "Character Count": "1040", "5000-Char Limit": "OK", "Readability Band": "OK", "Keyword Used": "running stretches", "Keyword Placement (title/first-150)": "OK", "Keyword Density %": "5.88", "Density Flag": "STUFFING RISK", "Hashtag Count": "4", "Hashtag Compliance": "OK" }, { "Video Title": "Weekly Vlog #12", "Filename": "", "Status": "MISSING: transcript", "Flags": "", "Character Count": "", "5000-Char Limit": "", "Readability Band": "", "Keyword Used": "", "Keyword Placement (title/first-150)": "", "Keyword Density %": "", "Density Flag": "", "Hashtag Count": "", "Hashtag Compliance": "" }, { "Video Title": "Best Coffee Grinders 2024", "Filename": "Best-Coffee-Grinders-2024.docx", "Status": "Generated", "Flags": "", "Character Count": "1150", "5000-Char Limit": "OK", "Readability Band": "OK", "Keyword Used": "coffee grinders", "Keyword Placement (title/first-150)": "OK", "Keyword Density %": "3.16", "Density Flag": "OK", "Hashtag Count": "4", "Hashtag Compliance": "OK" } ], "Batch Aggregate": { "Total rows in CSV": "4", "Descriptions generated": "3", "Rows skipped (missing transcript)": "1", "Rows with inferred keyword": "0", "Rows with recovered title": "1", "Average character count": "1089", "Average keyword density %": "4.15", "% passing 5,000-char limit": "100%", "% passing keyword placement check": "100%", "% within density OK band": "66.7%", "% with compliant hashtag count": "100%", "Overall batch pass rate": "66.7%" } } }

Goes well with

Related