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YouTube Video Planning

YouTube视频规划

Overview

概述

This skill generates complete video plans by orchestrating specialized skills to create optimized titles, thumbnails, and hooks. It takes research as input and produces a production-ready plan with all creative elements needed to maximize video performance.
Core Principle: Leverage specialized skills to ensure proven patterns for CTR (title/thumbnail) and retention (hook). Never generate these elements manually.
本技能通过调用专用技能来生成包含优化标题、缩略图和钩子的完整视频方案。它以研究结果为输入，产出包含所有创意元素的可落地视频方案，助力提升视频表现。
核心原则：借助专用技能确保CTR（标题/缩略图）和留存率（钩子）符合已验证的模式。禁止手动生成这些元素。

When to Use

使用场景

Use this skill when:
  • Research has been completed and you need to generate title/thumbnail/hook concepts
  • The user asks to plan a new video
  • You need to create production-ready creative elements
  • You want to generate multiple options for the user to choose from
在以下场景使用本技能：
  • 研究已完成，需要生成标题/缩略图/钩子创意时
  • 用户要求规划新视频时
  • 需要制作可直接用于生产的创意元素时
  • 希望为用户提供多个选项进行选择时

Prerequisites

前置条件

MANDATORY: Research for the new video must be completed first. Either:
  1. Research file exists at 
    ./youtube/episode/[episode_number]_[topic_short_name]/
    , OR
  2. Invoke 
    youtube-research-video-topic
    skill to conduct research first
必须满足：新视频的研究工作必须已完成。满足以下任一条件即可：
  1. 研究文件存储在 
    ./youtube/episode/[episode_number]_[topic_short_name]/
    路径下，或
  2. 先调用 
    youtube-research-video-topic
    技能开展研究

Planning Workflow

规划工作流

Execute all steps below to complete the video plan. Add these as ToDos so that you can systematically track your progress.
执行以下所有步骤来完成视频方案。将这些步骤添加为待办事项，以便系统地跟踪进度。

Step 0: Load Research

步骤0：加载研究结果

Read the research file for this episode:
  • Location: 
    ./youtube/episode/[episode_number]_[topic_short_name]/research.md
If research doesn't exist, invoke 
youtube-research-video-topic
skill first.
The video plan MUST incorporate research findings at each step.
读取本集的研究文件：
  • 路径：
    ./youtube/episode/[episode_number]_[topic_short_name]/research.md
如果研究文件不存在，先调用 
youtube-research-video-topic
技能。
视频方案必须在每个步骤中融入研究发现。

Step 1: Create a new plan file at: 
./youtube/episode/[episode_number]_[topic_short_name]/plan.md

步骤1：创建新的方案文件，路径为：
./youtube/episode/[episode_number]_[topic_short_name]/plan.md

If a plan file already exists, read it to understand what has been done so far and continue from there.
You will update this document as you progress through the planning steps.
The plan file MUST include the following sections (to be populated in later steps):
markdown
undefined
如果方案文件已存在，先读取文件了解已完成的工作，然后继续推进。
你将在规划步骤中逐步更新此文档。
方案文件必须包含以下章节（后续步骤中填充内容）：
markdown
undefined

[Episode_Number] (if applicable): [Topic] - Video Plan

[集数]（如适用）：[主题] - 视频方案

Research Summary

研究要点总结

[Summary of research insights]
[研究要点总结内容]

Titles

标题选项

[Title 1] [Title 2] [Title 3]
Each title should include:
  1. Title text
  2. The rationale for why it is predicted to perform well and how it aligns with the research insights
Include a star rating from 1-3 stars (⭐) indicating your recommendation rating for each title. (⭐⭐⭐) is your top recommendation.
Once the user has made their selection, update the title section to indicate the user's selection with a (✅ User Selection) next to the selected title.
[标题1] [标题2] [标题3]
每个标题需包含：
  1. 标题文本
  2. 预测其表现良好的理由，以及如何契合研究发现
为每个标题添加1-3星的推荐评级（⭐），其中（⭐⭐⭐）为最高推荐。
用户做出选择后，在方案文件的标题章节中，为选中的标题标注（✅ 用户所选）。

Thumbnails

缩略图创意

[Thumbnail 1 for Title 1] [Thumbnail 2 for Title 1] [Thumbnail 1 for Title 2] [Thumbnail 2 for Title 2] [Thumbnail 1 for Title 3] [Thumbnail 2 for Title 3]
Each thumbnail concept should include:
  1. The title that the thumbnail is paired with
  2. A description of the thumbnail concept
  3. The rationale for why it is predicted to perform well, how it aligns with the research insights, and how it complements the title
Include a star rating from 1-3 stars (⭐) indicating your recommendation rating for the top 3 thumbnail concepts you recommend. (⭐⭐⭐) is your top recommendation.
Once the user has made their selection, update the thumbnail section to indicate the user's selection with a (✅ User Selection) next to the selected thumbnail concept.
[标题1对应的缩略图1] [标题1对应的缩略图2] [标题2对应的缩略图1] [标题2对应的缩略图2] [标题3对应的缩略图1] [标题3对应的缩略图2]
每个缩略图创意需包含：
  1. 配对的标题
  2. 缩略图创意描述
  3. 预测其表现良好的理由，如何契合研究发现，以及如何与标题互补
为你推荐的前3个缩略图创意添加1-3星的推荐评级（⭐），其中（⭐⭐⭐）为最高推荐。
用户做出选择后，在方案文件的缩略图章节中，为选中的创意标注（✅ 用户所选）。

Hooks

钩子策略

[Hook 1 for Selected Title + Thumbnail] [Hook 2 for Selected Title + Thumbnail] [Hook 3 for Selected Title + Thumbnail]
Each hook should include:
  1. A description of the hook strategy (including the actual hook script)
  2. The rationale for why it is predicted to perform well, how it aligns with the research insights, and how it complements the title + thumbnail.
Include a star rating from 1-3 stars (⭐) indicating your recommendation rating for each hook. (⭐⭐⭐) is your top recommendation.
Once the user has made their selection, update the hook section to indicate the user's selection with a (✅ User Selection) next to the selected hook.
[选中标题+缩略图对应的钩子1] [选中标题+缩略图对应的钩子2] [选中标题+缩略图对应的钩子3]
每个钩子需包含：
  1. 钩子策略描述（含实际钩子脚本）
  2. 预测其表现良好的理由，如何契合研究发现，以及如何与标题+缩略图互补
为每个钩子添加1-3星的推荐评级（⭐），其中（⭐⭐⭐）为最高推荐。
用户做出选择后，在方案文件的钩子章节中，为选中的策略标注（✅ 用户所选）。

High-Level Content Outline

高层级内容大纲

[Outline]
[大纲内容]

Final Plan

最终方案

[Title] [Thumbnails] [Hook] [Outline]
undefined
[标题] [缩略图] [钩子] [大纲]
undefined

Step 2: Generate Title Options

步骤2：生成标题选项

  1. MANDATORY: Invoke 
    youtube-title
    skill to generate 3 optimized titles.
  2. Document all title options in the plan file including:
  • Title
  • Rationale
  • Star rating
NOTE: You MUST complete title generation before proceeding to thumbnails, as thumbnails need to complement the titles.
  1. 必须执行：调用 
    youtube-title
    技能生成3个优化后的标题。
  2. 在方案文件中记录所有标题选项，包括：
  • 标题文本
  • 理由
  • 星级评级
注意：必须先完成标题生成，再进行缩略图创作，因为缩略图需要与标题互补。

Step 3: Generate Thumbnail Concepts

步骤3：生成缩略图创意

  1. MANDATORY: Invoke 
    youtube-thumbnail
    skill to generate 2 thumbnail concepts for each title. These should be concept descriptions only, not actual images yet.
  2. Document all thumbnail concepts in the plan file including:
  • Title Pairing
  • Concept
  • Rationale
  • Star rating
  1. 必须执行：调用 
    youtube-thumbnail
    技能为每个标题生成2个缩略图创意。仅需描述创意，无需生成实际图片。
  2. 在方案文件中记录所有缩略图创意，包括：
  • 配对的标题
  • 创意描述
  • 理由
  • 星级评级

Step 4: Present Recommendation and Get User Selection

步骤4：呈现推荐并获取用户选择

  1. Present all title/thumbnail combinations to the user, along with your top 3 recommended title + thumbnail pairings.
  2. Ask the user to select their one preferred title + thumbnail pairing to proceed with.
  3. Update both the title and thumbnail sections in the plan file to indicate the user's selection with a (✅ User Selection).
  1. 向用户展示所有标题/缩略图组合，以及你推荐的前3组标题+缩略图配对。
  2. 请用户选择一组偏好的标题+缩略图配对以继续推进。
  3. 在方案文件的标题和缩略图章节中，为用户选中的内容标注（✅ 用户所选）。

Step 5: Generate Hook Strategy

步骤5：生成钩子策略

  1. MANDATORY: Invoke 
    youtube-video-hook
    skill to generate 3 retention-optimized hooks, only for the user's selected title + thumbnail pairing.
  2. Document all hook strategies in the plan file including:
  • Hook Strategy
  • Rationale
  • Star rating
  1. Present all hook options to the user and ask the user to select their preferred hook strategy to proceed with.
  2. Update the hook section in the plan file to indicate the user's selection with a (✅ User Selection).
The plan should now contain a user-selected title, thumbnail, and hook combination!
  1. 必须执行：调用 
    youtube-video-hook
    技能，仅为用户选中的标题+缩略图配对生成3个优化留存率的钩子。
  2. 在方案文件中记录所有钩子策略，包括：
  • 钩子策略
  • 理由
  • 星级评级
  1. 向用户展示所有钩子选项，请用户选择偏好的钩子策略以继续推进。
  2. 在方案文件的钩子章节中，为用户选中的策略标注（✅ 用户所选）。
此时方案应包含用户选中的标题、缩略图和钩子组合！

Step 6: High-Level Content Outline

步骤6：高层级内容大纲

Create and document strategic roadmap:
  • Break video into sections (Hook, Intro, Main Content, Outro)
  • List key points and estimated durations
  • Identify critical demonstrations/examples
  • Note transitions
You must keep the outline VERY HIGH-LEVEL. Keep it strategic: Structure and key points only, no detailed scripts.
Do not assume any specific content that should be covered/demonstrated, leave that to the content creator. The goal here is to provide a high-level structure that can be fleshed out by the content creator. Focus on what's important to cover from the viewer's perspective.
创建并记录战略路线图：
  • 将视频拆分为多个部分（钩子、引言、核心内容、结尾）
  • 列出关键点和预估时长
  • 识别关键演示/示例
  • 标注过渡环节
大纲必须保持极高的概括性。仅聚焦于战略层面：仅包含结构和关键点，无需详细脚本。
请勿假设应涵盖/演示的具体内容，留待内容创作者补充。此处的目标是提供一个高层级结构，供内容创作者进一步完善。重点从观众视角确定需覆盖的重要内容。

Step 7: Finalize Plan with AB Testing Thumbnails

步骤7：通过AB测试缩略图完成最终方案

Now that the user has selected their preferred title, thumbnail, and hook, it's time to finalize the plan.
  1. MANDATORY: Invoke 
    youtube-thumbnail
    skill to generate 3 thumbnail options for AB testing. These should be actual images generated with 
    thumbkit
    , not just concepts. The first thumbnail should be based on the user's selected thumbnail concept. The other 2 should test different visual styles of the first thumbnail.
  2. Update the final plan section in the plan file with the complete final selections, including the set of 3 thumbnails for AB testing.
The final plan should include:
  • Title: [Selected title]
  • Thumbnails:
    • Thumbnail A Thumbnail A Description
    • Thumbnail B Thumbnail B Description
    • Thumbnail C Thumbnail C Description
  • Hook: [Selected hook strategy]
  • Rationale: [Why this combination works]
Thumbnails should be the actual generated images embedded in the markdown file. A final selection should ALWAYS have 3 thumbnails to test.
用户已选中偏好的标题、缩略图和钩子，现在可以完成最终方案。
  1. 必须执行：调用 
    youtube-thumbnail
    技能生成3个用于AB测试的缩略图选项。这些需是使用 
    thumbkit
    生成的实际图片，而非仅创意描述。第一个缩略图基于用户选中的缩略图创意，另外两个则测试该缩略图的不同视觉风格。
  2. 在方案文件的最终方案章节中更新完整的最终选择，包括用于AB测试的3个缩略图。
最终方案应包含：
  • 标题：[选中的标题]
  • 缩略图：
    • 缩略图A 缩略图A描述
    • 缩略图B 缩略图B描述
    • 缩略图C 缩略图C描述
  • 钩子：[选中的钩子策略]
  • 理由：[该组合有效的原因]
缩略图需嵌入到markdown文件中作为实际生成的图片。最终选择必须包含3个用于测试的缩略图。

Execution Guidelines

执行准则

Always Invoke Specialized Skills

始终调用专用技能

NEVER generate titles, thumbnails, or hooks manually. Always invoke:
  • youtube-title
    for title generation
  • youtube-thumbnail
    for thumbnail concepts
  • youtube-video-hook
    for hook strategies
禁止手动生成标题、缩略图或钩子。必须调用：
  • youtube-title
    生成标题
  • youtube-thumbnail
    生成缩略图创意和图片
  • youtube-video-hook
    生成钩子策略

Provide Multiple Options

提供多个选项

CRITICAL: Always include ALL options so the user can make an informed decision. Do not simply select one option and tell the user to use it.
关键要求：始终提供所有选项，以便用户做出明智决策。不得仅选择一个选项告知用户使用。

Ensure Complementarity

确保互补性

Verify that title/thumbnail/hook work together:
  • Thumbnail complements title visually
  • Hook extends curiosity (doesn't repeat title)
  • All elements align with the unique value proposition
验证标题/缩略图/钩子是否协同工作：
  • 缩略图在视觉上与标题互补
  • 钩子延续好奇心（不重复标题内容）
  • 所有元素与独特价值主张对齐

Back Recommendations with Research

用研究结果支撑推荐

When recommending combinations:
  • Reference content gaps from research
  • Cite competitor insights
  • Explain how the combination addresses the opportunity
推荐组合时：
  • 参考研究中发现的内容空白
  • 引用竞品洞察
  • 解释该组合如何抓住机会

Quality Checklist

质量检查清单

Verify completion before finalizing plan:
  • Research file loaded and reviewed
  • youtube-title skill invoked - 3 title options generated
  • youtube-thumbnail skill invoked - 2 thumbnail concepts for each title
  • youtube-video-hook skill invoked - Hook strategies generated
  • Recommendations marked by star rating
  • Title/thumbnail/hook complementarity verified
  • Recommendations backed by research insights
完成方案前请验证以下内容：
  • 已加载并审阅研究文件
  • 已调用youtube-title技能 - 生成3个标题选项
  • 已调用youtube-thumbnail技能 - 为每个标题生成2个缩略图创意
  • 已调用youtube-video-hook技能 - 生成钩子策略
  • 推荐内容已标注星级评级
  • 已验证标题/缩略图/钩子的互补性
  • 推荐内容有研究结果支撑

Tools to Use

所用工具

Execute planning using these tools:
Skill Invocations (MANDATORY):
  • youtube-research-video-topic
    - Invoke if research doesn't exist
  • youtube-title
    - Invoke to generate title options
  • youtube-thumbnail
    - Invoke to generate thumbnail concepts and thumbnail images
  • youtube-video-hook
    - Invoke to generate hook strategies
使用以下工具执行规划：
必须调用的技能：
  • youtube-research-video-topic
    - 若研究文件不存在则调用
  • youtube-title
    - 生成标题选项
  • youtube-thumbnail
    - 生成缩略图创意和图片
  • youtube-video-hook
    - 生成钩子策略

Common Pitfalls to Avoid

需避免的常见误区

  1. Skipping Skill Invocation: Generating titles/thumbnails/hooks manually → Must invoke specialized skills
  2. Single Option: Only providing one recommendation → Provide all options to the user along with your recommendations
  3. Missing Research: Starting without research → Load research or invoke research skill first
  4. Ignoring Complementarity: Title/thumbnail/hook don't work together → Verify alignment
  5. No Rationale: Recommendations without explanation → Back with research insights
  1. 跳过技能调用：手动生成标题/缩略图/钩子 → 必须调用专用技能
  2. 单一选项：仅提供一个推荐 → 需向用户展示所有选项及你的推荐
  3. 缺少研究：未开展研究就开始 → 先加载研究文件或调用研究技能
  4. 忽略互补性：标题/缩略图/钩子无法协同工作 → 验证对齐性
  5. 无理由支撑：推荐内容无解释 → 用研究结果支撑

Example Execution

执行示例

Scenario: User requests plan for video about "Building AI agents with memory" (research already complete)
Execute workflow:
  1. Load research → Read 
    18_ai_agents_with_memory.md
    , extract ⭐⭐⭐ gap for practical memory implementation
  2. Create plan file at 
    ./youtube/episode/18_ai_agents_with_memory/plan.md
  3. Invoke 
    youtube-title
    skill → Generate 5 title options focused on practical implementation
  4. Invoke 
    youtube-thumbnail
    skill → Generate 2 concepts for each title (10 total)
  5. Invoke 
    youtube-video-hook
    skill → Generate 3 hook strategies for selected title + thumbnail pairing
  6. Update the plan file with the user's final selection and set of 3 thumbnails for AB testing
Result: Production-ready plan with multiple options for the user to choose from, all backed by research and generated using proven patterns.
CRITICAL: Present all options to the user, not just your top recommendation. The user should make the final decision.
场景：用户请求规划关于“构建带记忆功能的AI Agent”的视频（研究已完成）
执行工作流：
  1. 加载研究结果 → 读取 
    18_ai_agents_with_memory.md
    ，提取关于实用记忆实现的⭐⭐⭐空白点
  2. 在 
    ./youtube/episode/18_ai_agents_with_memory/plan.md
    路径下创建方案文件
  3. 调用 
    youtube-title
    技能 → 生成5个聚焦实用实现的标题选项
  4. 调用 
    youtube-thumbnail
    技能 → 为每个标题生成2个创意（共10个）
  5. 调用 
    youtube-video-hook
    技能 → 为选中的标题+缩略图配对生成3个钩子策略
  6. 在方案文件中更新用户的最终选择，以及用于AB测试的3个缩略图
结果：生成可直接用于生产的方案，为用户提供多个选项，所有内容均有研究支撑，并基于已验证的模式生成。
关键要求：向用户展示所有选项，而非仅你的最高推荐。最终决策权在用户手中。