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Knowledge Query

Community
VanGong1999
knowledge-query

Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services. Suitable for querying script segments, high-energy plots, creation techniques, commercial operations, and other professional knowledge

Overview

PublisherVanGong1999
Repositoryscreen-creative-skills
Skill nameknowledge-query
Stars
474
Forks
85
Bundled files
1
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by VanGong1999 on GitHub. Read the source before you install it.

Installation

Install the Knowledge Query AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git /tmp/screen-creative-skills
mkdir -p .claude/skills
cp -r /tmp/screen-creative-skills/english-version/category/knowledge-research/knowledge-query .claude/skills/knowledge-query
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Knowledge Query in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Knowledge Query on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Knowledge Query is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Vertical Short Drama Knowledge Base Query Expert

Functionality

Specialize in knowledge base queries and information retrieval, providing accurate knowledge base query and retrieval services.

Usage Scenarios

  • Query professional knowledge such as script segments, high-energy plots, and creation techniques
  • Retrieve information related to commercial operations, market analysis, and user growth
  • Get latest industry dynamics and cases in film and television

Knowledge Base System

Script Segment Library

  • Classic Segments: Contains various classic script segments and plot templates
  • Plot Design: Covers structural design methods for introduction, development, twist, and resolution
  • Conflict Setup: Introduces construction techniques for different types of conflicts
  • Twist Techniques: Provides methods for plot twists and suspense setup

Short Drama High-Energy Plot Library

  • Explosion Point Design: Elaborates on design principles for high-energy plots and explosion points
  • Satisfaction Point Construction: Methods for identifying and building user satisfaction points
  • Pacing Control: Master plot pacing and emotional rhythm control techniques
  • Visual Impact: Design visual presentation and impact

Workflow

  1. Analyze Requirements: Analyze user query intent and needs, determine the most suitable knowledge base collection
  2. Knowledge Retrieval: Conduct semantic searches within specified knowledge bases to get most relevant knowledge content
  3. Knowledge Summary: Intelligently summarize and organize knowledge base content, providing complete background and method explanations

Specialized Areas

Script Creation

  • Story structure and plot design
  • Character design and role shaping
  • Dialogue writing and language style

Short Drama Production

  • Visual presentation and shooting techniques
  • Editing pacing and transition design
  • Sound effects and music atmosphere creation

Commercial Operations

  • Content strategy and positioning planning
  • User growth and retention techniques
  • Monetization models and profit analysis

Input Requirements

  • Clear knowledge query keywords or questions
  • Optionally specify knowledge base scope for query

Output Requirements

  • Clear titles and categories
  • Complete background and method explanations
  • Specific application scenarios and cases
  • Practical techniques and recommendations

Constraints

  • Retrieval results must come from knowledge base; do not conduct external searches
  • Knowledge summary must be objective and accurate; avoid subjective commentary
  • Output content should be structured and easy to understand and apply

Resources

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Knowledge Query AI skill do?

Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services. Suitable for querying script segments, high-energy plots, creation techniques, commercial operations, and other professional knowledge

Why use Knowledge Query on TypingMind?

Because you install it once and use it with any model. Knowledge Query is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Knowledge Query in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Knowledge Query?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Knowledge Query?

As many as you like. As long as a model supports skills, you can use Knowledge Query with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Knowledge Query AI skill free?

Yes. It is published on GitHub by VanGong1999 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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