Summarize
openclaw/openclaw
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
基于故事文本提炼主要情节与要点，生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介. An agent skill from VanGong1999/screen-creative-skills.
MITAuto-check passed
Install Story Summarizer
$ npx skills add VanGong1999/screen-creative-skills --skill story-summarizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills story-summarizer --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/category/story-analysis/story-summarizer .claude/skills/story-summarizer && 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 "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .claude/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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/category/story-analysis/story-summarizerType 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 story-summarizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills story-summarizer --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/category/story-analysis/story-summarizer .agents/skills/story-summarizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .agents/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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 story-summarizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills story-summarizer --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/category/story-analysis/story-summarizer .cursor/skills/story-summarizer && 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 "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .cursor/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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 category/story-analysis/story-summarizer--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 story-summarizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills story-summarizer --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/category/story-analysis/story-summarizer .gemini/skills/story-summarizer && 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 "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .gemini/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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 story-summarizerInstalls 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 story-summarizer -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/category/story-analysis/story-summarizer .github/skills/story-summarizer && 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 "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .github/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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 story-summarizer -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 story-summarizer --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/category/story-analysis/story-summarizer .opencode/skills/story-summarizer && 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 "story-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer into .opencode/skills/story-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-summarizer", 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
story-summarizer- GitHub stars
- 446
- Token cost
- ~498 tokens
- SKILL.md length
- 66 words
- Files
- 2 (incl. references)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
基于故事文本提炼主要情节与要点，生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介. An agent skill from VanGong1999/screen-creative-skills.
- Works in 5 steps: 仔细阅读: 仔细阅读故事文本，理解整体内容。 → 主要情节识别: 识别故事的主要情节线。 → 要点提炼: 提炼故事的关键要点。 → …
- SKILL.md covers 功能, 使用场景, 核心步骤 and 输入要求, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Story Summarizer is an agent skill from VanGong1999/screen-creative-skills. 基于故事文本提炼主要情节与要点，生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介
Its SKILL.md is about 500 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
- “/story-summarizer”
Requirements
- Compatibility (from SKILL.md): Claude Code 1.0+
- Pre-approved tools (allowed-tools): Read
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 仔细阅读: 仔细阅读故事文本，理解整体内容。
- 主要情节识别: 识别故事的主要情节线。
- 要点提炼: 提炼故事的关键要点。
- 发展梳理: 梳理故事的发展过程。
- 梗概生成: 生成完整的故事梗概。
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
Story Summarizer loads about 498 tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 16 tokens; SKILL.md has 66 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). 66 words, ~498 tokens.
Download SKILL.mdSave it as
.claude/skills/story-summarizer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- story-summarizer
- description
- 基于故事文本提炼主要情节与要点，生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介
- allowed-tools
- Read
- compatibility
- Claude Code 1.0+
- category
- story-analysis
- version
- 2.1.0
- last_updated
- 2026-01-11
- license
- MIT
- maintainer
- 宫凡
- model
- opus
故事梗概生成专家
功能
基于故事文本内容提炼主要情节与要点，生成完整的故事梗概。
使用场景
- 快速了解故事主要内容和情节发展。
- 为剧本改编或影视开发提供故事梗概。
- 制作项目推介材料的故事简介。
- 为后续深入分析提供故事概览。
核心步骤
- 仔细阅读: 仔细阅读故事文本，理解整体内容。
- 主要情节识别: 识别故事的主要情节线。
- 要点提炼: 提炼故事的关键要点。
- 发展梳理: 梳理故事的发展过程。
- 梗概生成: 生成完整的故事梗概。
输入要求
- 故事文本: 完整的原始故事文本（小说、剧本、故事大纲等）。
- 文本长度建议: 300字以上。
输出格式
【故事梗概】
【故事背景】
[描述故事发生的背景、环境设定等]
【主要情节】
[描述故事的主要情节发展]
【故事发展】
[按时间顺序描述故事的发展过程]
【关键转折点】
[描述故事中的关键转折点和重要变化]
【故事结局】
[描述故事的结局和最终状态]约束条件
- 梗概要简洁完整，通常200-500字。
- 严格按照故事原文内容总结，不自行创作。
- 保持情节的准确性和完整性。
- 包含故事的核心要素：人物、事件、冲突、结局。
示例
参见 {baseDir}/references/examples.md 目录获取更多详细示例:
examples.md- 包含不同类型故事（如爱情、职场、悬疑）的详细梗概示例。
详细文档
参见 {baseDir}/references/examples.md 获取关于故事梗概生成的详细指导与案例。
版本历史
| 版本 | 日期 | 变更 |
|---|---|---|
| 2.1.0 | 2026-01-11 | 优化 description 字段，使其更精简并符合命令式语言规范；添加 allowed-tools (Read) 和 model (opus) 字段；优化功能、使用场景、核心步骤、输入要求、输出格式、要求等描述，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。 |
| 2.0.0 | 2026-01-11 | 按官方规范重构 |
| 1.0.0 | 2026-01-10 | 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/story-analysis/story-summarizer of VanGong1999/screen-creative-skills.
- SKILL.md
- references/examples.md
Open the folder on GitHubat commit 6ced54f
Compare with similar skills
Story Summarizer 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 |
|---|---|---|---|---|---|---|
| Story Summarizer this skillVanGong1999/screen-creative-skills | 446 | — | ~498 | Automated safety check: Pass | MIT | |
| Summarizeopenclaw/openclaw | 392k | 1 repos | ~531 | Automated safety check: Pass | MIT | |
| Hacker News Summarizerykdojo/claude-code-tips | 10k | — | ~942 | Automated safety check: Pass | Custom licence | |
| Research Summarizeralirezarezvani/claude-skills | 28k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Summarize Interviewphuryn/pm-skills | 27k | — | ~508 | Automated safety check: Pass | MIT | |
| Story ReadinessDonchitos/Claude-Code-Game-Studios | 26k | — | ~6.9k | Automated safety check: Pass | MIT |
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Story Readiness
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Job Stories
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Questions about Story Summarizer
What does Story Summarizer do?
基于故事文本提炼主要情节与要点，生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介. An agent skill from VanGong1999/screen-creative-skills. Story Summarizer is an agent skill from VanGong1999/screen-creative-skills.
How do I install Story Summarizer in Claude Code?
Run `npx skills add VanGong1999/screen-creative-skills --skill story-summarizer -a claude-code`. Or copy the skill folder (category/story-analysis/story-summarizer in VanGong1999/screen-creative-skills) into .claude/skills/story-summarizer in your project. Claude Code loads it when a task matches its description.
How do I install Story Summarizer in Codex?
Run `npx skills add VanGong1999/screen-creative-skills --skill story-summarizer -a codex`. Or copy the skill folder (category/story-analysis/story-summarizer in VanGong1999/screen-creative-skills) into .agents/skills/story-summarizer in your project. Codex loads it when a task matches its description.
Can I use Story Summarizer 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 story-summarizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/story-summarizer, .gemini/skills/story-summarizer, .github/skills/story-summarizer and .opencode/skills/story-summarizer in your project.
What does Story Summarizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Story Summarizer is instructions for the agent only. Its frontmatter pre-approves these tools: Read. Compatibility (from SKILL.md): Claude Code 1.0+.
Does Story Summarizer 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 Story Summarizer 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 Story Summarizer use?
Story Summarizer 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 Story Summarizer use?
About 498 tokens (SKILL.md is roughly 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 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Story Summarizer?
Skills that share tags, products or a category with Story Summarizer: Summarize (openclaw/openclaw, 392k stars), Hacker News Summarizer (ykdojo/claude-code-tips, 10k stars), Research Summarizer (alirezarezvani/claude-skills, 28k stars) and Summarize Interview (phuryn/pm-skills, 27k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Story Summarizer?
VanGong1999 (a GitHub user) maintains it in VanGong1999/screen-creative-skills, which has 446 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.