video-production

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Video Production

Video production for YouTube and online platforms is a multi-stage craft spanning ideation, scriptwriting, filming, editing, thumbnail design, and SEO optimization. The difference between a video that gets 100 views and one that gets 100,000 is rarely production quality alone - it is the combination of a compelling hook, tight script structure, strategic editing pacing, a click-worthy thumbnail, and metadata that the algorithm can surface. This skill gives an agent the knowledge to assist across the entire production pipeline.

When to use this skill

Trigger this skill when the user:

• Wants to write or outline a YouTube video script
• Needs help structuring a video for maximum audience retention
• Asks about video editing workflow, pacing, or transitions
• Wants to design or critique a thumbnail concept
• Needs YouTube SEO help (titles, descriptions, tags, chapters)
• Asks about content strategy, upload scheduling, or niche selection
• Wants to improve click-through rate (CTR) or average view duration (AVD)
• Needs to repurpose long-form video into shorts or clips

Do NOT trigger this skill for:

• Live streaming setup or OBS/streaming software configuration
• Video hosting infrastructure, CDN architecture, or transcoding pipelines

Key principles

1. Hook in the first 5 seconds - The opening determines whether someone watches

or scrolls. State the value proposition, create curiosity, or pattern-interrupt immediately. Never start with an intro logo or "hey guys, welcome back."

1. Retention is the algorithm's favorite metric - YouTube promotes videos that

keep people watching. Every script decision, edit cut, and visual choice should serve retention. If a section doesn't earn the next 30 seconds, cut it.

1. The thumbnail is half the video - A video nobody clicks is a video nobody

watches. Design the thumbnail before writing the script - it forces you to distill the video's promise into one compelling visual moment.

1. Pattern interrupt every 30-60 seconds - Human attention decays predictably.

Use B-roll, graphics, camera angle changes, music shifts, or pacing changes to re-engage viewers at regular intervals throughout the edit.

1. Metadata serves discovery, not description - Titles, descriptions, and tags

exist to help YouTube's algorithm match your video to the right audience. Write for searchability and click-through, not as a content summary.

Core concepts

The video production pipeline has four phases that feed into each other:

Pre-production is where most successful videos are won or lost. This includes topic research (what does the audience want?), title/thumbnail concepting (is this clickable?), and scriptwriting (does the structure retain?). Spending 60% of effort here and 40% on production/post is the right ratio for most creators.

Production covers filming, audio capture, and lighting. For most YouTube creators, "good enough" production quality with exceptional content beats cinema-quality production with weak scripts. Prioritize clear audio above all else - viewers tolerate mediocre video but abandon bad audio instantly.

Post-production is the editing phase where pacing, visual engagement, and polish come together. The edit should feel invisible - cuts serve the story, not the editor's ego. J-cuts, L-cuts, and jump cuts each have specific retention functions. See references/editing-workflows.md.

Publishing and optimization is the final mile - thumbnail upload, title refinement, description with keywords and chapters, end screens, and cards. The first 48 hours after publish are critical for algorithmic evaluation. See references/youtube-seo.md.

Common tasks

Write a YouTube video script

Use the HBES (Hook-Bridge-Body-Exit-Subscribe) framework:

• Hook (0:00-0:30): Open with a curiosity gap, bold claim, story entry, or

pattern interrupt. Example: "There's a reason 90% of new channels quit after 6 months - and it has nothing to do with equipment."

• Bridge (0:30-1:00): Transition from hook to body. Establish credibility, set

expectations ("In the next 10 minutes, you'll learn X, Y, and Z").

• Body (1:00 to end-2:00): Deliver core content using one structure: listicle,

step-by-step tutorial, story arc (problem-struggle-discovery-resolution), or comparison with a verdict. Each section follows: Claim - Evidence - Example - Transition.

• Exit (last 30s): Deliver payoff. Summarize the key takeaway in one sentence.

End with energy, never trail off.

• Subscribe CTA: Weave naturally into content ("If this is helping, subscribe

so you don't miss part 2") rather than begging at the start.

See references/scriptwriting-frameworks.md for advanced structures and templates.

Design an effective thumbnail

Follow the 3-element rule - a strong thumbnail has exactly three components:

1. Face or subject - A human face with exaggerated emotion (surprise, concern,

excitement) outperforms text-only by 2-3x CTR. If no face, use a striking subject at large scale.

1. Text overlay - 3-5 words maximum. Bold sans-serif fonts (Impact, Bebas Neue,

Montserrat Black). Text adds context the image alone cannot convey.

1. Visual contrast - Complementary colors, bright against dark or vice versa.

Must be legible at 160x90 pixels (mobile size).

See references/thumbnail-design.md for color psychology, composition, and testing.

Avoid: cluttered backgrounds, small text, low contrast, stock photo aesthetics.

Optimize YouTube SEO metadata

Title: Front-load primary keyword in first 40 characters. Add a curiosity or benefit modifier ("How to X Without Y", "X in 2025"). Keep under 60 characters.

Description: First 2 lines appear above the fold - include primary keyword and a hook. Add 200-300 words of keyword-rich context. Include timestamps/chapters.

Tags: 5-10 tags mixing broad and specific. First tag = exact primary keyword. Maximum 3 hashtags (shown above title on mobile).

See references/youtube-seo.md for keyword research and algorithm signals.

Structure edits for retention

Map edit pacing to the audience retention curve:

• 0:00-0:30 (Hook zone): Fast cuts, 2-3 second shots. No filler. 30-40% of

viewers drop here.

• 0:30-3:00 (Setup zone): Slightly slower. Establish structure. Include a

"mini-payoff" before 2:00 to survive the second drop-off cliff.

• 3:00-middle (Body): Alternate 30-60 second teach segments with 5-10 second

pattern interrupts (B-roll, graphics, angle changes).

• Last 20% (Payoff): Accelerate pacing. Deliver promised value. Tease next

video for end-screen clicks.

See references/editing-workflows.md for cut types and software workflows.

Create video chapters

Chapters improve SEO, user experience, and watch time. Format in description:

0:00 - Introduction
0:45 - Why this matters
2:10 - Step 1: Setting up the project
4:30 - Step 2: Implementing the core logic
7:15 - Step 3: Testing and debugging
9:00 - Common mistakes to avoid
10:30 - Final results and next steps

Rules: first timestamp must be 0:00, minimum 3 chapters, each title should be descriptive and keyword-aware (not "Part 1", "Part 2").

Repurpose long-form into shorts

Extract high-retention segments for Shorts, TikTok, and Reels:

1. Identify retention peaks - segments where the graph is flat or rising
2. Reframe vertically (9:16), keep subject center-frame
3. Hook in first 1-2 seconds (not 5 like long-form)
4. Target 30-45 seconds for optimal Shorts performance
5. Add captions - 80%+ of short-form is watched without sound
6. End with a loop - last frame connects to first for replay value

Anti-patterns / common mistakes

| Mistake | Why it's wrong | What to do instead | |---|---|---| | Writing scripts like blog posts | Written and