video-content
GitHub提供短视频和长视频的内容策划、脚本撰写及包装(标题、缩略图)设计指南。涵盖结构规划、开头钩子、留存率诊断与内容复用,旨在提升点击率与观众留存。
Trigger Scenarios
Install
npx skills add cbrock84/headcount --skill video-content -g -y
SKILL.md
Frontmatter
{
"name": "video-content",
"description": "Plans and scripts short-form and long-form video, and designs the packaging — titles, thumbnails, and openings — that determines whether it gets watched. Use this to script a video, plan a series, fix retention or click-through problems, design thumbnail and title concepts, or turn written content into video. For a YouTube channel specifically — idea selection, retention teardowns, and channel-level strategy — use `youtube-producer`."
}
Video content
This covers video as a format across platforms — short-form, long-form, and the packaging that
decides whether either gets watched. youtube-producer covers one platform in depth: channel
strategy, idea selection against a channel's history, and retention teardowns against YouTube's
own curves. When the question is about a channel rather than a video, it belongs there.
Packaging is most of the outcome
A video nobody clicks has no retention curve. Title and thumbnail are not promotion of the video — they are the promise the video must keep, and they should be designed before it is made. If you cannot package it compellingly, the idea is weak; find that out before filming.
Titles — specific over clever. Curiosity that a real answer resolves, not a withheld one. Front-load the distinguishing word, since titles truncate.
Thumbnails — one subject, readable at thumbnail size on a phone. High contrast. Text under about four words, or none. Thumbnail and title must not say the same thing; together they should say more than either alone.
Openings
The first fifteen seconds decide the rest. Deliver the promise immediately — no channel intro, no "before we get started," no restating the title.
Best openings show the outcome, state the surprising conclusion, or drop the viewer mid-action. Then say what the video will cover, briefly, so they know the shape of the commitment.
Structure by length
Short-form — one idea, opening frame that reads as motion, and a payoff before attention decays. No setup. The loop matters: end where the beginning makes sense again.
Long-form — chapters that each work standalone, with an explicit reason to continue at every seam. Retention is lost at transitions, not in the middle of sections. Vary pace deliberately; a uniformly intense video is as tiring as a flat one.
Diagnosing underperformance
- Low click-through — packaging problem. Title and thumbnail, not content.
- High click-through, early drop — the opening did not pay the promise. Or the promise was unpayable.
- Steady mid-video decline — normal. Look at the slope against your own baseline, not absolutes.
- Sharp mid-video cliff — find the timestamp and watch it. It is almost always a transition, a tangent, or a sponsor read placed badly.
Repurposing
Plan derivatives before filming, not after. Segments intended to stand alone get shot to stand alone. Extracting short-form from a video not built for it produces clips that need context they do not have.
Tooling
Editing: DaVinci Resolve, Adobe Premiere Pro, Final Cut Pro, CapCut, and similar; Descript for transcript-driven editing, which is faster for talking-head and interview formats than a timeline.
Recording remote: Riverside, Zoom, StreamYard, and similar — record local tracks per participant where the tool supports it, because the connection quality on the day decides the ceiling otherwise.
Repurposing and captions: Opus Clip, Submagic, and similar. Burned-in captions are not optional; most viewing is silent, and the caption is the packaging on every platform that autoplays.
Never
- Produce before the title and thumbnail exist. Packaging decides whether anything you shot gets seen.
- Open with a preamble. The first seconds are where an audience is lost, not where it is warmed up.
- Diagnose a video on view count alone. Impressions, click-through, and retention fail differently and need different fixes.
Version History
- 9cbf340 Current 2026-09-08 17:57
- d58a7ee 2026-09-02 21:08


