Capture Conversation
outline/outline
Save the current conversation, a decision, or a set of notes as a document in an Outline collection; use when the user wants to keep what was discussed in their knowledge base.
Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services.
Install Knowledge Query
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .claude/skills/knowledge-query && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .claude/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-queryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .agents/skills/knowledge-query && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .agents/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .cursor/skills/knowledge-query && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .cursor/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/VanGong1999/screen-creative-skills.git --path english-version/category/knowledge-research/knowledge-query--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .gemini/skills/knowledge-query && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .gemini/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install VanGong1999/screen-creative-skills knowledge-queryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .github/skills/knowledge-query && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .github/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/english-version/category/knowledge-research/knowledge-query .opencode/skills/knowledge-query && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-query" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/knowledge-research/knowledge-query into .opencode/skills/knowledge-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-query", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
knowledge-query- GitHub stars
- 445
- Token cost
- ~1.2k tokens
- SKILL.md length
- 390 words
- Files
- 2 (incl. references)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services.
- Works in 3 steps: Analyze Requirements: Analyze user query… → Knowledge Retrieval: Conduct semantic… → Knowledge Summary: Intelligently…
- Tasks that involve Knowledge bases
- SKILL.md covers Functionality, Usage Scenarios, Knowledge Base System and Workflow, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Knowledge Query is an agent skill from VanGong1999/screen-creative-skills. 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
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/examples.md`). Compatibility notes: Claude Code 1.0+
It sits in Knowledge Management, covering Knowledge bases. The repository describes itself as: Skills for Film and Television Creation Agents|31 个影视创作评估策划Agent Skills｜AI影视自动化工作流｜竖屏短剧长剧IP改编｜情节题材提炼｜剧本小说IP创作策划评估｜人物小传｜拉片人物剧集故事五元素分析｜大纲生成｜. The licence is MIT.
When your agent uses it
- Tasks that involve Knowledge bases
Example prompts
- “/knowledge-query”
Requirements
- Compatibility (from SKILL.md): Claude Code 1.0+
- Pre-approved tools (allowed-tools): Read
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Analyze Requirements: Analyze user query intent and needs, determine the most suitable knowledge base collection
- Knowledge Retrieval: Conduct semantic searches within specified knowledge bases to get most relevant knowledge content
- Knowledge Summary: Intelligently summarize and organize knowledge base content, providing complete background and method explanations
What it can do on your machine
Read from SKILL.md and the folder at commit 6ced54f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Read
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code 1.0+
From compatibility in the SKILL.md frontmatter.
Context cost
Knowledge Query loads about 1.2k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 390 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from VanGong1999/screen-creative-skills at commit 6ced54f, republished under its MIT licence (© VanGong1999). 390 words, ~1,224 tokens.
Download SKILL.mdSave it as
.claude/skills/knowledge-query/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- knowledge-query
- description
- 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
- allowed-tools
- Read
- compatibility
- Claude Code 1.0+
- category
- knowledge-research
- version
- 2.1.0
- last_updated
- 2026-01-11
- license
- MIT
- maintainer
- Gong Fan
- model
- opus
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
- Analyze Requirements: Analyze user query intent and needs, determine the most suitable knowledge base collection
- Knowledge Retrieval: Conduct semantic searches within specified knowledge bases to get most relevant knowledge content
- 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
Show full SKILL.md (150 more words)Show less
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
Examples
See {baseDir}/references/examples.md for detailed examples. This file contains complete outputs and analysis explanations for various knowledge query scenarios.
Version History
| Version | Date | Changes |
|---|---|---|
| 2.1.0 | 2026-01-11 | Optimized description field; changed model to opus; optimized descriptions for functionality, usage scenarios, core steps, input requirements, and output format; added constraints, examples, and detailed documentation sections |
| 2.0.0 | 2026-01-11 | Restructured according to official specifications |
| 1.0.0 | 2026-01-10 | Initial version |
© VanGong1999, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in english-version/category/knowledge-research/knowledge-query of VanGong1999/screen-creative-skills.
- SKILL.md
- references/examples.md
Open the folder on GitHubat commit 6ced54f
Compare with similar skills
Knowledge Query next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Knowledge Query this skillVanGong1999/screen-creative-skills | 445 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Capture Conversationoutline/outline | 41k | — | ~474 | Automated safety check: Pass | Custom licence | |
| Project CairniBlinkQ/project-cairn | 235 | 2 repos | ~861 | Automated safety check: Pass | MIT | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Find And Citeoutline/outline | 41k | — | ~537 | Automated safety check: Pass | Custom licence | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 727 | — | ~862 | Automated safety check: Pass | MIT |
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iBlinkQ/project-cairn
Standardize how an AI-collaboration project turns work into reusable knowledge.
LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Find And Cite
outline/outline
Answer questions from the Outline knowledge base with quotes and links to the source documents; use when the user asks what the team knows, documented, or decided about a topic.
Xhs Virtual Product
chenjin-cmd/xhs-virtual-product
This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials.
Openkb
VectifyAI/OpenKB
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Related
Categories
Questions about Knowledge Query
What does Knowledge Query do?
Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services. Knowledge Query is an agent skill from VanGong1999/screen-creative-skills. Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services.
When should I use Knowledge Query?
Knowledge Query fits situations like: tasks that involve Knowledge bases.
How do I install Knowledge Query in Claude Code?
Run `npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a claude-code`. Or copy the skill folder (english-version/category/knowledge-research/knowledge-query in VanGong1999/screen-creative-skills) into .claude/skills/knowledge-query in your project. Claude Code loads it when a task matches its description.
How do I install Knowledge Query in Codex?
Run `npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a codex`. Or copy the skill folder (english-version/category/knowledge-research/knowledge-query in VanGong1999/screen-creative-skills) into .agents/skills/knowledge-query in your project. Codex loads it when a task matches its description.
Can I use Knowledge Query in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/knowledge-query, .gemini/skills/knowledge-query, .github/skills/knowledge-query and .opencode/skills/knowledge-query in your project.
What does Knowledge Query need to run?
SKILL.md names no scripts, command-line tools or credentials: Knowledge Query is instructions for the agent only. Its frontmatter pre-approves these tools: Read. Compatibility (from SKILL.md): Claude Code 1.0+.
Does Knowledge Query access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Knowledge Query safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Knowledge Query use?
Knowledge Query is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Knowledge Query use?
About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Knowledge Query?
Skills that share tags, products or a category with Knowledge Query: Capture Conversation (outline/outline, 41k stars), Project Cairn (iBlinkQ/project-cairn, 235 stars), LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars) and Find And Cite (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Knowledge Query?
VanGong1999 (a GitHub user) maintains it in VanGong1999/screen-creative-skills, which has 445 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on May 26, 2026.
Source: VanGong1999/screen-creative-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.