Agent skill

Knowledge Query

by VanGong1999 in VanGong1999/screen-creative-skills

专注于竖屏短剧知识库查询和信息检索,提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识. An agent skill from VanGong1999/screen-creative-skills.

MITAuto-check passed

Install Knowledge Query

skills CLI
$ npx skills add VanGong1999/screen-creative-skills --skill knowledge-query -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install VanGong1999/screen-creative-skills knowledge-query --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/category/knowledge-research/knowledge-query .claude/skills/knowledge-query && rm -rf skills-src

Use ~/.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/

Facts

Skill name
knowledge-query
GitHub stars
443
Token cost
~545 tokens
SKILL.md length
81 words
Files
2 (incl. references)
Skills in repo
62
Repo updated
First seen
Licence
MIT

At a glance

专注于竖屏短剧知识库查询和信息检索,提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识. An agent skill from VanGong1999/screen-creative-skills.

  • Works in 3 steps: 分析需求: 分析用户查询意图和需求,确定最适合的知识库集合。 → 知识检索: 在指定知识库中进行语义搜索,获取相关度最高的知识内容。 → 知识总结: 智能总结和整理知识库内容,提供完整的背景和方法说明。
  • SKILL.md covers 功能, 使用场景, 知识库体系 and 工作流程, 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. 专注于竖屏短剧知识库查询和信息检索,提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识

Its SKILL.md is about 550 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+

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.

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.

  1. 分析需求: 分析用户查询意图和需求,确定最适合的知识库集合。
  2. 知识检索: 在指定知识库中进行语义搜索,获取相关度最高的知识内容。
  3. 知识总结: 智能总结和整理知识库内容,提供完整的背景和方法说明。

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 545 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 18 tokens; SKILL.md has 81 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~545
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.4k

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). 81 words, ~545 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
专注于竖屏短剧知识库查询和信息检索,提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识
allowed-tools
Read
compatibility
Claude Code 1.0+
category
knowledge-research
version
2.1.0
last_updated
2026-01-11
license
MIT
maintainer
宫凡
model
opus

竖屏短剧知识库查询专家

功能

专注于知识库查询和信息检索,提供精准的知识库查询和检索服务。

使用场景

  • 查询剧本桥段、高能情节、创作技巧等专业知识。
  • 检索商业运营、市场分析、用户增长等相关信息。
  • 获取影视行业最新动态和案例。

知识库体系

剧本桥段库
  • 经典桥段: 包含各种经典的剧本桥段和情节模板。
  • 情节设计: 涵盖起承转合的结构化设计方法。
  • 冲突设置: 介绍不同类型冲突的构建技巧。
  • 转折技巧: 提供情节转折和悬念设置的方法。
短剧高能情节库
  • 爆点设计: 阐述高能情节和爆点的设计原理。
  • 爽点构建: 识别和构建用户爽点的方法。
  • 节奏控制: 掌握情节节奏和情绪节奏的控制技巧。
  • 视觉冲击: 设计视觉呈现和冲击力。

工作流程

  1. 分析需求: 分析用户查询意图和需求,确定最适合的知识库集合。
  2. 知识检索: 在指定知识库中进行语义搜索,获取相关度最高的知识内容。
  3. 知识总结: 智能总结和整理知识库内容,提供完整的背景和方法说明。

专业领域

剧本创作
  • 故事结构和情节设计
  • 人物设定和角色塑造
  • 对话写作和语言风格
短剧制作
  • 视觉呈现和拍摄技巧
  • 剪辑节奏和转场设计
  • 音效配乐和氛围营造
商业运营
  • 内容策略和定位规划
  • 用户增长和留存技巧
  • 变现模式和盈利分析

输入要求

  • 明确的知识查询关键词或问题。
  • 可指定查询的知识库范围(可选)。

输出要求

  • 清晰的标题和分类。
  • 完整的背景和方法说明。
  • 具体的应用场景和案例。
  • 实用的技巧和建议。

约束条件

  • 检索结果需来自知识库,不进行外部搜索。
  • 知识总结需客观准确,不进行主观评论。
  • 输出内容应结构化,易于理解和应用。

示例

请参见 {baseDir}/references/examples.md 获取详细示例。该文件包含了多种知识查询场景的完整输出和分析说明。


版本历史

版本日期变更
2.1.02026-01-11优化 description 字段,使其更精简并符合命令式语言规范;模型更改为 opus;优化功能、使用场景、核心步骤、输入要求、输出格式的描述,使其更符合命令式语言规范;添加约束条件、示例和详细文档部分。
2.0.02026-01-11按官方规范重构
1.0.02026-01-10初始版本

© 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 category/knowledge-research/knowledge-query of VanGong1999/screen-creative-skills.

  • SKILL.md
  • references/examples.md

Open the folder on GitHubat commit 6ced54f

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Questions about Knowledge Query

What does Knowledge Query do?

专注于竖屏短剧知识库查询和信息检索,提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识. An agent skill from VanGong1999/screen-creative-skills. Knowledge Query is an agent skill from VanGong1999/screen-creative-skills.

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 (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 (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 545 tokens (SKILL.md is roughly 2.2k 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 896 tokens, read only when the agent opens those files.

Who maintains Knowledge Query?

VanGong1999 (a GitHub user) maintains it in VanGong1999/screen-creative-skills, which has 443 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.