youtube-content

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YouTube Content Planning

YouTube内容规划

Two modes in one skill:
  1. Hook Creation — Design or review the opening 5–30 seconds for maximum retention
  2. Video Planning — Orchestrate title, thumbnail, and hook into a complete production-ready plan

一项技能包含两种模式:
  1. 开场钩子创作 — 设计或审核视频开头5–30秒内容,以实现最高留存率
  2. 视频规划 — 将标题、缩略图和开场钩子整合为一套完整的可直接用于制作的视频方案

When to Use

使用场景

  • Planning a new YouTube video (title, thumbnail, hook, outline)
  • Writing or reviewing an opening hook for retention
  • Generating multiple title/thumbnail options for a user to choose from
  • Creating a complete video plan after research is done

  • 规划全新YouTube视频(标题、缩略图、开场钩子、大纲)
  • 撰写或审核用于提升留存率的开场钩子
  • 生成多个标题/缩略图选项供用户选择
  • 完成调研后创建完整的视频方案

Mode 1: Hook Creation

模式1:开场钩子创作

The opening seconds are the highest-leverage part of any YouTube video. Design them with precision.
视频开头几秒是提升YouTube视频表现的最高杠杆点,需精准设计。

Core Principle

核心原则

The opening MUST extend the curiosity from the title/thumbnail — never repeat it.
The viewer already clicked based on the promise. The opening must add new intrigue and make them MORE interested, not restate what they know.
开场内容必须延续标题/缩略图引发的好奇心——绝对不能重复标题内容。
观众已经基于标题的承诺点击了视频,开场必须添加新的吸引力,让他们更感兴趣,而非重复已知信息。

Forbidden Patterns (Instant Failure)

禁用模式(直接导致失败)

These cause immediate abandonment and must never appear before the hook:
1. Repeating the title
  • ❌ Title: "5 Photography Mistakes" → Opening: "Today I'm showing you 5 photography mistakes"
  • Why: The viewer already has this info. Repetition drains attention.
2. Welcoming the viewer first
  • ❌ "Hi guys, welcome back to the channel! Thanks for being here..."
  • Why: Friendly but not engaging. Doesn't build on title/thumbnail momentum.
  • Exception: Greetings are fine AFTER the hook (after first 15 seconds).
3. Starting with unrelated content
  • ❌ Title: "Cat Tricks Tutorial" → Opening: 90-second story about a new car
  • Why: Viewer confusion → abandonment → YouTube suppresses the video.
以下内容会引发观众立即离开,绝对不能出现在钩子之前:
1. 重复标题内容
  • ❌ 标题:"5个摄影误区" → 开场:"今天我要给大家展示5个摄影误区"
  • 原因:观众已经知道这些信息,重复会消耗注意力。
2. 先欢迎观众
  • ❌ "嗨,大家好,欢迎回到我的频道!感谢大家的观看..."
  • 原因:友好但缺乏吸引力,无法延续标题/缩略图带来的势头。
  • 例外:在钩子之后(前15秒之后)可以使用问候语。
3. 以无关内容开场
  • ❌ 标题:"猫咪技巧教程" → 开场:90秒关于新车的故事
  • 原因:观众会感到困惑→离开→YouTube会降低视频推荐量。

Proven Hook Patterns

经过验证的钩子模式

Pattern A: Preview/Teaser — Show a brief glimpse of the payoff
Quick montage of the 5 cat tricks in action → "I need to know how to do that!"
Pattern B: Intrigue Escalation — Add surprising context that makes the promise MORE compelling
"What I'm about to show you took professionals years to discover, but you'll learn it in 60 seconds"
Pattern C: Problem Amplification — Immediately validate why the viewer needs this
"If you're still doing X, you're losing Y every single day"
Pattern D: Immediate Value Demonstration — Jump straight into delivering on the promise
No preamble, just start teaching/showing results
模式A:预览/预告 — 简短展示最终成果
快速剪辑5个猫咪技巧的实操画面 → "我得学会这么做!"
模式B:好奇心升级 — 添加令人惊讶的背景信息,让承诺更具吸引力
"我即将展示的内容,专业人士花了数年才发现,但你只需60秒就能学会"
模式C:问题放大 — 立即验证观众为何需要这个内容
"如果你还在做X,你每天都在失去Y"
模式D:即时价值展示 — 直接兑现承诺
无铺垫,直接开始教学/展示成果

Timing Requirements

时长要求

  • Hook must land within 5–15 seconds (optimal: 3–8s)
  • After hook: brief intro acceptable (5–10s max)
  • Main promised content must begin within 30 seconds
  • 钩子必须在5–15秒内呈现(最佳:3–8秒)
  • 钩子之后:可加入简短介绍(最多5–10秒)
  • 核心承诺内容必须在30秒内开始

Hook Checklist

钩子检查清单

Before finalizing any opening hook:
  • Non-Repetition: Does NOT repeat the title
  • Curiosity Extension: Makes viewers MORE curious than the title alone
  • Direct Connection: Immediately related to what title/thumbnail promised
  • No Welcome First: Avoids greetings before the hook
  • Attention Increase: Increases attention, doesn't drain it
  • Hook Timing: Occurs within 5–15 seconds
在确定开场钩子前,请检查:
  • 不重复:未重复标题内容
  • 延续好奇心:比标题本身更能激发观众好奇心
  • 直接关联:与标题/缩略图承诺的内容立即相关
  • 不先问候:钩子前避免使用问候语
  • 提升注意力:能提升注意力,而非消耗
  • 时长合规:在5–15秒内呈现

Content Type Guidance

内容类型指南

Educational/How-To: Open with result preview or immediate demonstration. Never "In this tutorial I'm going to teach you..."
Entertainment/Vlogs: Open with the most exciting/surprising moment. Start in the middle of the action.
List Videos: Tease the most interesting items without naming them. Create urgency: "Wait until you see number 3..."

教育/教程类: 以成果预览或即时演示开场。绝对不要说“在本教程中,我将教你...”
娱乐/日常vlog类: 以最精彩/最令人惊讶的瞬间开场,直接切入高潮场景。
清单类视频: 预告最有趣的内容但不点名,制造紧迫感:“一定要看到第3个...”

Mode 2: Video Planning

模式2:视频规划

Generate a complete, production-ready video plan: titles, thumbnail concepts, hook strategies, and a high-level outline.
MANDATORY prerequisite: Research must be completed first. Either:
  • Research file exists at
    ./youtube/episode/[episode_number]_[topic_short_name]/research.md
    , OR
  • Run
    youtube-research
    skill (Topic Research mode) first
生成一套完整的可直接用于制作的视频方案:标题、缩略图创意、钩子策略和高层级大纲。
强制前提: 必须先完成调研。满足以下任一条件:
  • 调研文件存储于
    ./youtube/episode/[episode_number]_[topic_short_name]/research.md
    ,OR
  • 先运行
    youtube-research
    技能(主题调研模式)

Planning Workflow

规划流程

Step 0: Load research
Read
./youtube/episode/[episode_number]_[topic_short_name]/research.md
. All planning decisions must be grounded in research findings.
Step 1: Create plan file
Create
./youtube/episode/[episode_number]_[topic_short_name]/plan.md
. If it exists, read it and continue from where it left off.
Step 2: Generate 3 title options
Invoke
youtube-title
skill if available; otherwise generate manually. For each title include:
  • Title text
  • Rationale (why it's predicted to perform, how it uses research insights)
  • Star rating ⭐ to ⭐⭐⭐ (⭐⭐⭐ = top pick)
Step 3: Generate thumbnail concepts
For each title, create 2 thumbnail concepts. Each concept includes:
  • Which title it pairs with
  • Visual description
  • Rationale (CTR prediction, research alignment, title complement)
  • Star rating for your top 3 across all concepts
Step 4: Present options and get user selection
Present all title + thumbnail combinations. Highlight your top 3 pairings. Ask the user to select one to proceed with. Mark their selection with ✅ User Selection in the plan file.
Step 5: Generate hook strategies
For the user's selected title + thumbnail, generate 3 hook options using Hook Creation mode (above). Each includes:
  • Hook script (actual wording)
  • Hook type/pattern used
  • Rationale for why it works with the selected title + thumbnail
  • Star rating
Ask user to select. Mark with ✅ User Selection.
Step 6: High-level content outline
Structure the video into sections (Hook, Intro, Main Content, Outro). List key points and estimated durations. Keep it strategic — structure and key points only, no detailed scripts. Do not assume what specific content to demonstrate; that's the creator's job.
Step 7: Finalize with AB testing thumbnails
Generate 3 actual thumbnail images for AB testing (using
thumbkit
or
youtube-thumbnail
skill if available):
  • Thumbnail A: Based on user's selected concept
  • Thumbnails B & C: Visual style variations of A
Embed in the plan file:
markdown
- ![Thumbnail A](/path/to/thumbnail_a.png) — [description]
- ![Thumbnail B](/path/to/thumbnail_b.png) — [description]
- ![Thumbnail C](/path/to/thumbnail_c.png) — [description]
步骤0:加载调研内容
读取
./youtube/episode/[episode_number]_[topic_short_name]/research.md
。所有规划决策必须基于调研结果。
步骤1:创建方案文件
创建
./youtube/episode/[episode_number]_[topic_short_name]/plan.md
。如果文件已存在,读取并继续完成剩余内容。
步骤2:生成3个标题选项
如果可用,调用
youtube-title
技能;否则手动生成。每个标题需包含:
  • 标题文本
  • 理由(预测其表现良好的原因,如何运用调研洞察)
  • 星级评分 ⭐ 至 ⭐⭐⭐(⭐⭐⭐ = 首选)
步骤3:生成缩略图创意
为每个标题创建2个缩略图创意。每个创意需包含:
  • 对应的标题
  • 视觉描述
  • 理由(点击率预测、与调研的契合度、对标题的补充作用)
  • 所有创意中排名前三的星级评分
步骤4:展示选项并获取用户选择
展示所有标题+缩略图组合,突出排名前三的搭配。请用户选择一个以继续。在方案文件中标记用户选择为 ✅ 用户选定。
步骤5:生成钩子策略
针对用户选定的标题+缩略图,使用上述开场钩子创作模式生成3个钩子选项。每个选项需包含:
  • 钩子脚本(实际措辞)
  • 使用的钩子类型/模式
  • 适配选定标题+缩略图的理由
  • 星级评分
请用户选择,标记为 ✅ 用户选定。
步骤6:高层级内容大纲
将视频划分为多个部分(钩子、介绍、核心内容、结尾)。列出关键点和预计时长。保持策略性——仅包含结构和关键点,无需详细脚本。不要假设具体演示内容,这是创作者的工作。
步骤7:生成用于AB测试的缩略图
生成3张用于AB测试的实际缩略图(如果可用,使用
thumbkit
youtube-thumbnail
技能):
  • 缩略图A:基于用户选定的创意
  • 缩略图B & C:A的视觉风格变体
嵌入方案文件:
markdown
- ![Thumbnail A](/path/to/thumbnail_a.png) — [description]
- ![Thumbnail B](/path/to/thumbnail_b.png) — [description]
- ![Thumbnail C](/path/to/thumbnail_c.png) — [description]

Plan File Template

方案文件模板

markdown
undefined
markdown
undefined

[Episode]: [Topic] - Video Plan

[Episode]: [Topic] - Video Plan

Research Summary

Research Summary

[Key insights from research that informed decisions]
[Key insights from research that informed decisions]

Titles

Titles

[3 options with rationale and ⭐ ratings]
[3 options with rationale and ⭐ ratings]

Thumbnails

Thumbnails

[2 concepts per title with rationale and ⭐ ratings for top 3]
[2 concepts per title with rationale and ⭐ ratings for top 3]

Hooks

Hooks

[3 options for selected title+thumbnail with scripts and ⭐ ratings]
[3 options for selected title+thumbnail with scripts and ⭐ ratings]

High-Level Content Outline

High-Level Content Outline

[Sections, key points, estimated durations]
[Sections, key points, estimated durations]

Final Plan

Final Plan

Title: [Selected] Thumbnails: [3 AB test images embedded] Hook: [Selected strategy] Rationale: [Why this combination works]
undefined
Title: [Selected] Thumbnails: [3 AB test images embedded] Hook: [Selected strategy] Rationale: [Why this combination works]
undefined

Quality Checklist

质量检查清单

  • Research loaded and decisions grounded in findings
  • 3 title options with rationale and ratings
  • 2 thumbnail concepts per title
  • User-selected title + thumbnail marked ✅
  • 3 hook options generated for selected pairing
  • User-selected hook marked ✅
  • High-level outline complete
  • 3 AB-test thumbnails generated and embedded
  • 已加载调研内容,决策基于调研结果
  • 3个带理由和评分的标题选项
  • 每个标题对应2个缩略图创意
  • 用户选定的标题+缩略图已标记 ✅
  • 针对选定搭配生成3个钩子选项
  • 用户选定的钩子已标记 ✅
  • 高层级大纲完整
  • 生成并嵌入3张用于AB测试的缩略图

Critical Rules

关键规则

  • Always provide all options — never pick one and present only that
  • Never generate hooks that repeat the title — see Hook Creation mode
  • Back every recommendation with research — cite specific content gaps and competitor insights
  • Verify complementarity — title, thumbnail, and hook must work together as a system
  • 始终提供所有选项 — 绝对不能只挑选一个选项展示
  • 绝对不能生成重复标题的钩子 — 参考开场钩子创作模式
  • 所有推荐必须基于调研 — 引用具体的内容缺口和竞品洞察
  • 验证互补性 — 标题、缩略图和钩子必须作为一个系统协同工作