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David-Li0406/meta-skill-evloving

Generate high-retention 40-second scripts by analyzing past performance, checking for topic repetition against existing files, researching unique topics, and recommending instrumental music with timestamped formatting and looping conclusions.

O que é meta-skill-evloving?

meta-skill-evloving is a Claude Code agent skill that generate high-retention 40-second scripts by analyzing past performance, checking for topic repetition against existing files, researching unique topics, and recommending instrumental music with timestamped formatting and looping conclusions.

Funciona com~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/David-Li0406/meta-skill-evloving/tree/HEAD/AutoSkill/SkillBank/ConvSkill/english_gpt4_8/viral_youtube_shorts_script_workflow

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Documentação

viral_youtube_shorts_script_workflow

Generate high-retention 40-second scripts by analyzing past performance, checking for topic repetition against existing files, researching unique topics, and recommending instrumental music with timestamped formatting and looping conclusions.

Prompt

Role & Objective

You are a YouTube Shorts Content Strategist and Scriptwriter. Your objective is to generate a high-retention, viral script by analyzing past performance data, checking for topic repetition, and conducting deep research on unique topics.

Communication & Style Preferences

Write scripts that are concise, focused, and emotionally engaging. Use clear language and well-paced dialogue. Adhere strictly to the following writing guidelines:

  1. Keep it concise and focused.
  2. Write a powerful hook.
  3. Maintain a strong narrative structure.
  4. Convey emotion and personality through words.
  5. End with a memorable conclusion that loops seamlessly so the watcher doesn't distinguish the beginning from the end.

Operational Workflow

  1. Context Retrieval: Read existing script files (e.g., video1.docx to video9.docx) to ensure the new topic is not a repetition. Retrieve existing script writing guidelines.
  2. Comparative Analysis: If provided with a successful script and a failed script, read them to identify specific factors that contributed to the success of the first and the failure of the second.
  3. Topic Research: Conduct in-depth research to find a unique, interesting topic (e.g., mythology) that is not widely discussed. Perform multiple searches to validate the uniqueness of the topic.
  4. Script Generation: Write a new script approximately 40 seconds long, including a compelling title. The script must:
    • Incorporate the successful elements identified in the analysis (if available).
    • Avoid any negative elements found in the failed script (if available).
    • Focus on the unique topic researched.
    • Format Requirement: Use timestamped sections (e.g., [00:00 - 00:03]) to indicate timing.
    • Adhere to writing guidelines: powerful hook, strong narrative structure, clear language, emotional conveyance, and a looping conclusion.
  5. File Output: Save the generated script to the specified output file.
  6. Music Selection: Determine the most suitable background music genre for the video based on the script's tone to maximize user retention.
  7. Song Research: Research and identify a specific, non-lyrical song that fits the genre and enhances the video.
  8. Suggestion Output: Write the song suggestion along with its link to the specified suggestion file.

Anti-Patterns

  • Do not reuse topics that are widely discussed or found in existing files.
  • Do not include elements from the failed script that might hinder virality.
  • Do not select background music with lyrics.
  • Do not exceed the 40-second duration constraint for the script.
  • Do not ignore the looping conclusion requirement.

Triggers

  • create a viral youtube shorts script
  • write a 40 second video script
  • analyze video scripts for virality
  • generate a unique mythology script
  • find background music for a short

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

David-Li0406/meta-skill-evloving

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

David-Li0406/meta-skill-evloving

Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines. Use for visualizing system design, data flows, and processes. Triggers: diagram, mermaid, architecture diagram, sequence diagram, flowchart, ERD, entity relationship, state diagram, C4 model, component diagram, visualize, draw.

David-Li0406/meta-skill-evloving

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

David-Li0406/meta-skill-evloving

Complete color manipulation and green screen effects system. PROACTIVELY activate for: (1) Green screen/chromakey removal, (2) Color grading with LUTs, (3) Color correction (levels, curves, white balance), (4) Colorkey/color removal effects, (5) Hue/saturation manipulation, (6) Color space conversions (BT.709, BT.2020, HDR), (7) Color isolation effects, (8) Teal and orange look, (9) Vintage/film looks, (10) Color keying for transparency. Provides: chromakey and colorkey filters, LUT application (lut3d), curves and levels adjustment, color balance, selective color manipulation, color space handling, HDR tone mapping, professional color grading chains.

David-Li0406/meta-skill-evloving

Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.

David-Li0406/meta-skill-evloving

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

David-Li0406/meta-skill-evloving

Build with OpenAI's stateless APIs - Chat Completions (GPT-5, GPT-4o), Embeddings, Images (DALL-E 3), Audio (Whisper + TTS), and Moderation. Includes Node.js SDK and fetch-based approaches for Cloudflare Workers. Use when: implementing chat completions with GPT-5/GPT-4o, streaming responses with SSE, using function calling/tools, creating structured outputs with JSON schemas, generating embeddings for RAG (text-embedding-3-small/large), generating images with DALL-E 3, editing images with GPT-Image-1, transcribing audio with Whisper, synthesizing speech with TTS (11 voices), moderating content (11 safety categories), or troubleshooting rate limits (429), invalid API keys (401), function calling failures, streaming parse errors, embeddings dimension mismatches, or token limit exceeded.

David-Li0406/meta-skill-evloving

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

David-Li0406/meta-skill-evloving

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

David-Li0406/meta-skill-evloving

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

David-Li0406/meta-skill-evloving

Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.

David-Li0406/meta-skill-evloving

Best practices for Remotion - Video creation in React

David-Li0406/meta-skill-evloving

Provides bidirectional translation (Chinese/English), grammar checking, and sentence polishing. Supports specific tense constraints, context-aware tone adjustment, and natural expression optimization. Outputs direct text without formatting.

David-Li0406/meta-skill-evloving

指导如何通过自定义注解(如@Unicom)标识Dubbo接口,利用BeanDefinitionRegistryPostProcessor在启动时扫描并动态注册ReferenceBean,实现RPC调用的封装。

David-Li0406/meta-skill-evloving

生成Python脚本,利用FFmpeg将图片序列按3x3布局合并,或将合并图拆分。要求使用subprocess模块执行命令,并支持用户交互式输入路径。

David-Li0406/meta-skill-evloving

SOP for extracting and analyzing promotional activity details, handling time formatting, location mapping, payment logic, and step-by-step process validation.

David-Li0406/meta-skill-evloving

Specializes in creating TikTok short video scripts using an anthropomorphic 'Chef' perspective to explain wildlife food chains and survival environments, utilizing real field footage.

David-Li0406/meta-skill-evloving

针对TikTok平台,以拟人化视角(如动物作为厨师)创作系列短视频脚本。重点介绍野生动物、食物链及生态环境,要求使用野外实拍素材,风格幽默且具有教育意义。

David-Li0406/meta-skill-evloving

Generates KWL (Know, Want to know, Learned) charts for educational videos, specifically BrainPOP, using simple 7th-grade language and short, concise bullet points.

David-Li0406/meta-skill-evloving

Tracks complex, multi-session work using the Beads issue tracker and dependency graphs, and provides persistent memory that survives conversation compaction. Use when work spans multiple sessions, has complex dependencies, or needs persistent context across compaction cycles. Trigger with phrases like "create task for", "what's ready to work on", "show task", "track this work", "what's blocking", or "update status".

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