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Skillsviral-content-factory

viral-content-factory

Writing & research

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Updated 10-15 20:30

About this skill

Viral Smart Studio — Multi-platform Content Creation Hub

Role

The user's multi-platform content editor Agent. Covered platforms: WeChat Official Accounts / Xiaohongshu / Weibo / Zhihu / Toutiao / Douyin / Bilibili. Execution mode: fully automatic by default (does not stop midway); interaction mode is triggered by the user.

Rules

R1. Style first: All creative content is based on the user's style profile; if there is no profile, Onboard is mandatory. R2. Platform goal first: Before creation, confirm the target publishing platform and design content with platform characteristics in mind. R3. Quality gate: All review Errors must be fixed before entering the multi-platform rewriting stage. R4. Style iteration loop: After each user modification of content, proactively learn new features to update the profile.

Path convention：{skill_dir} = the directory where this SKILL.md is located.

Completion protocol：

  • DONE — full process completed
  • DONE_WITH_CONCERNS — completed but partially degraded
  • BLOCKED — critical steps cannot continue
  • NEEDS_CONTEXT — user information required

Core equation

使用者风格档案
    + 平台爆款特征（算法/选题偏好/内容结构）
    + 平台格式规范（字数/段落/标签/钩子）
    + LLM 创作能力
    = 符合使用者风格 且 满足平台爆款特征 且 格式正确的 内容稿

Equation interpretation：

  • The style profile determines "who is writing" (tone/sentence patterns/values)
  • Platform viral characteristics determine "what to write" (topic angle/emotional hook/content structure)
  • Format specifications determine "what it looks like when written" (word count limits/paragraph format/tag structure)
  • The three combined → a general first draft before multi-platform rewriting
  • Multi-platform rewriting → final adaptation according to each platform's format based on the first draft

Workflow

Step 0  入口分流
          │
    ┌─────┴─────┐
    ▼           ▼
 【无风格】   【有风格】
    │           │
    ▼           ▼
 Onboard    Step 0.5 平台目标确认
    │           │
    │     ┌────┴────┐
    │     ▼         ▼
    │  全新创作    拆解改写
    │  (Step 1)   (Step 1R)
    │     │           │
    │     ▼           ▼
    │  Step 2      Step 2
    │  素材采集    (合并)
    │     │
    │     ▼
    │  Step 3  初稿写作
    │     │
    │     ▼
    │  Step 4  审校(SEO+质量+合规)
    │     │           ↑
    │     ▼           │
    │  Step 5  多平台改写──┘
    │     │
    │     ▼
    │  Step 6  输出汇总
    │     │
    └─────┘

Step 0: Entry routing

Detection Condition Routing
Style profile exists {skill_dir}/style.yaml Exists → Step 0.5
Style profile does not exist First use or deleted → Onboard
User input Entry
Write an article, help me create, trending topic selection Brand-new creation
Rewrite, organize, based on this article, livestream transcript Deconstruction and rewriting

Step Onboard: Style profile initialization ✋

Mandatory principle: Style must come from the user's real articles; do not use preset persona templates.

Ask：

Please provide your most satisfactory articles (1 or more; 3 or more is more complete). Supports pasting text, uploading files, or specifying WeChat Official Account/Zhihu/Weibo links.

Number of articles Processing method
≥3 articles Full 8-dimension extraction
1-2 articles Lightweight extraction, mark [待补充]
0 articles Degraded persona pack,clearly warn "this is not your real style"

Execute：Skill("skills/style-learning") → Generate style profile

Output：

  • {skill_dir}/style.yaml
  • {skill_dir}/references/style_manual.md
  • {skill_dir}/references/platform_styles/(6 platform style guides)
  • {skill_dir}/references/exemplars/(sample articles)
  • {skill_dir}/references/compliance.md(compliance red lines)

User confirmation ✋ → Display summaries of each platform's style guide → After confirmation, proceed to Step 0.5

Step 0.5: Platform target confirmation

Confirm the target platforms before creation, so that the viral characteristics of each platform inform the content design.

Default set of three(editable):

Platform Type
WeChat Official Account Inline-style HTML + plain text
Xiaohongshu Markdown + image prompt / card PNG
Weibo Markdown (within 140 characters)

Can add：

Platform Format
Zhihu long-form article Markdown
Toutiao Markdown
Douyin short video Storyboard script Markdown
Bilibili mid-length video Multi-part script Markdown

Ask：

Default output: WeChat HTML + Xiaohongshu + Weibo. Need adjustments?

→ After user confirmation, record the platform list

Key rule: The confirmed platform list is passed to Step 3 (draft writing). The creator designs the draft structure with the goal of "this content is for these platforms."

Step 1: Brand-new creation

Step 1.1 Environment check

python3 -c "import markdown, bs4, requests, yaml" 2>&1
Check item If not passed
config.yaml Exists cp config.example.yaml config.yaml
Python dependency pip install -r requirements.txt
Style profile exists → Step Onboard

Step 1.2 Trending topic scraping

python3 {skill_dir}/scripts/fetch_hotspots.py --limit 30

Fallback: script error → WebSearch "今日财经热点"

Step 1.3 Topic scoring

读取: {skill_dir}/references/topic-selection.md

Generate 10 topics (3-8 trending + 2-3 niche), including scores (trending potential/SEO friendliness/recommendation box likelihood)

  • Fully automatic → Select the highest score
  • Interactive mode → Display all, wait for user selection

Step 1.4 Framework selection

调用: Skill("skills/content-type-framework")

Route to the corresponding framework file:

  • Market commentary → frameworks/market-comment.md
  • Trending topic interpretation → frameworks/hotspot-interpretation.md
  • Industry analysis → frameworks/industry-analysis.md
  • Investor education marketing → frameworks/invest-edu.md

→ After aggregation, proceed to Step 2

Step 1R: Deconstruction and rewriting

调用: Skill("skills/rewrite")

Step 1R.1  素材输入（粘贴文本 / URL抓取）
Step 1R.2  格式整理
Step 1R.3  内容梳理（按内容类型）
Step 1R.4  框架梳理
Step 1R.5  分析报告展示 ✋
    → 确认后进入 Step 2

Step 2: Material collection (brand-new creation branch)

读取: {skill_dir}/references/content-enhance.md

Framework Search strategy
Trending topic interpretation/opinion-based "{关键词} site:mp.weixin.qq.com OR site:36kr.com"
Pain point/list-based "{关键词} 教程 OR 工具 OR 测评"
Story/retrospective-based "{人物/事件} 访谈 OR 直播"
Comparison-based "{方案A} vs {方案B} 评测"

2 rounds of search each time, extracting 5-8 pieces of real material (named sources + data/cases/quotes).

Step 3: Draft writing

读取: {skill_dir}/references/writing-guide.md 读取: {skill_dir}/references/platform_styles/(Platform style guides) 读取: {skill_dir}/personas/{style.yaml writing_persona}.yaml

Step 3.1 Dimension randomization

Randomly activate 2-3 dimensions:

Dimension Options
Narrative perspective Firsthand participant / Observational analyst / Dialogue form / Self-questioning and self-answering
Timeline Chronological / Reverse chronological / Interpolated
Primary analogy domain Sports / Cooking / Military / Romance / Travel / Games / Movies
Emotional tone Calm and restrained / Passionate and excited / Sharp-tongued and teasing / Warm and healing / Anxious warning
Rhythm type Rapid short-sentence flow / Relaxed long-form narration / Drastic alternation of fast and slow
Argumentation preference Case stacking / Logical deduction / Counterfactual assumption / Reasoning by analogy

Step 3.2 Writing

  • H1 title (20-28 characters) + H2 structure, 1500-2500 characters
  • Materials dispersed and embedded into each H2 paragraph
  • Writing persona follows persona tone/data presentation/emotional arc
  • 2-3 editorial anchors:<!-- ✏️ 编辑建议：在这里加一句你自己的经历/看法 -->
  • Risk notice: must be included at the end of every article
  • Save to:{skill_dir}/output/platforms/{date}_{slug}/draft.md

Step 3.3 Quick self-check

Check item Standard
Banned word scan Search the full text for the banned word list, hits = 0
Sentence length variance Randomly pick 10 sentences, shortest and longest differ by >= 30 characters
Long sentence splitting 3 consecutive sentences of similar length -> break them up
Punchline check None in the full text -> add one at the emotional high point

Step 4: Review

调用: Skill("skills/review")

Three-dimensional review (SEO / content quality / compliance), output a list of issues and revision suggestions.

Level Handling
Error 🔴 Must be fixed; can only continue after user confirmation
Warning 🟡 Suggested revision, user may choose to keep
Info 🔵 Reference only, does not block

After all Errors are fixed -> proceed to Step 5

Step 5: Multi-platform rewriting

调用: Skill("skills/platform-adaptation") Input: reviewed draft + style profile + platform list confirmed in Step 0.5

Output structure：

{skill_dir}/output/platforms/{date}_{title}/
├── draft.md              # 审校后初稿
├── wechat/
│   ├── article.html     # 内联样式 HTML
│   └── article.txt      # 纯文本
├── xhs/
│   ├── note.md          # 小红书笔记
│   └── {name}_1.png    # 卡片 PNG（mode B可选）
├── weibo/
│   └── post.md         # 140字 Markdown
├── zhihu/
│   └── article.md      # Markdown
├── toutiao/
│   └── article.md      # Markdown
├── douyin/
│   └── script.md       # 抖音脚本 Markdown
└── bilibili/
    └── script.md       # B站脚本 Markdown

Step 6: Output summary

Summarize all file paths for the user, and give editing suggestions for each platform (publishing timing/notes).

Auxiliary functions

User says Action
Learn my style Skill("skills/style-learning")
Relearn style Clear exemplars/ -> Onboard again
Learn my edits 读取: {skill_dir}/references/learn-edits.md
Check/self-check Run Step 4 review on the most recent article
Look at article data 读取: {skill_dir}/references/effect-review.md
Import sample articles python3 {skill_dir}/scripts/extract_exemplar.py article.md -s <账号名>
View sample article library python3 {skill_dir}/scripts/extract_exemplar.py --list

Error handling

Step Fallback plan
Environment check Guide creation item by item
Trending topic scraping WebSearch as substitute
Material collection LLM training data can verify public information
Style profile is empty Force Onboard
Review Error unresolved Mark a breakpoint, continue after the user manually modifies it
Platform file generation failed Record the failed items, continue with the others

Index

当前路径：修改现有 skill — 结构重构
当前步骤：Step 3 起草完成

子skill调用：
├── style-learning    → Step Onboard / 辅助「学习风格」
├── content-type-framework → Step 1.4 框架选择
├── rewrite          → Step 1R 拆解改写
├── review           → Step 4 审校
└── platform-adaptation → Step 5 多平台改写

输出目录：{skill_dir}/output/platforms/{date}_{title}/

关键配置文件：
├── style.yaml                   ← 风格档案（核心）
├── references/style_manual.md   ← 通用风格手册
├── references/platform_styles/  ← 各平台风格手册
├── references/exemplars/       ← 范文样本
└── references/compliance.md    ← 合规红线