Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
Read and comprehend novel text, summarize into fluent story outline.
Install Novel Summarizer
$ npx skills add VanGong1999/screen-creative-skills --skill novel-summarizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills novel-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/english-version/category/novel-screening/novel-summarizer .claude/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .claude/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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/english-version/category/novel-screening/novel-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 novel-summarizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills novel-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/english-version/category/novel-screening/novel-summarizer .agents/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .agents/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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 novel-summarizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills novel-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/english-version/category/novel-screening/novel-summarizer .cursor/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .cursor/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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 english-version/category/novel-screening/novel-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 novel-summarizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills novel-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/english-version/category/novel-screening/novel-summarizer .gemini/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .gemini/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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 novel-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 novel-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/english-version/category/novel-screening/novel-summarizer .github/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .github/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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 novel-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 novel-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/english-version/category/novel-screening/novel-summarizer .opencode/skills/novel-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 "novel-summarizer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer into .opencode/skills/novel-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-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
novel-summarizer- GitHub stars
- 446
- Token cost
- ~928 tokens
- SKILL.md length
- 261 words
- Files
- 2 (incl. references)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
Read and comprehend novel text, summarize into fluent story outline.
- Works in 2 steps: Deep Reading: Deep read story text to… → Summary Generation: Based on reading…
- Tasks that involve Creative writing and fiction
- SKILL.md covers Functionality, Usage Scenarios, Core Capabilities and Workflow, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Novel Summarizer is an agent skill from VanGong1999/screen-creative-skills. Read and comprehend novel text, summarize into fluent story outline. Suitable for novel initial screening, generating 500-800 word story outlines
Its SKILL.md is about 930 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 Writing & Content, covering Creative writing and fiction. 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 Creative writing and fiction
Example prompts
- “/novel-summarizer”
Requirements
- Compatibility (from SKILL.md): Claude Code 1.0+
- Pre-approved tools (allowed-tools): Read
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Deep Reading: Deep read story text to accurately understand characters, relationships, and event plots
- Summary Generation: Based on reading content, summarize story text into fluent story outline
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
Novel Summarizer loads about 928 tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 261 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). 261 words, ~928 tokens.
Download SKILL.mdSave it as
.claude/skills/novel-summarizer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- novel-summarizer
- description
- Read and comprehend novel text, summarize into fluent story outline. Suitable for novel initial screening, generating 500-800 word story outlines
- allowed-tools
- Read
- compatibility
- Claude Code 1.0+
- category
- novel-screening
- version
- 2.1.0
- last_updated
- 2026-01-11
- license
- MIT
- maintainer
- Gong Fan
- model
- opus
Story Outline Generation Expert (Novel Edition)
Functionality
Read and comprehend story text, summarize into fluent story outline, controlling word count between 500-800 words.
Usage Scenarios
- Conduct initial screening of novel text to quickly understand story synopsis
- Generate standardized story outlines to provide foundation for subsequent creation
- Quickly grasp story's core characters, relationships, events, and plots
Core Capabilities
- Accurate Summarization: Accurately summarize characters, character relationships, character actions, and event plots from story text
- Narrative Conversion: Conduct accurate summarization from third-person perspective
- Complex Relationship Handling: Understand and accurately summarize complex character identities and relationships
- Language Expression: Use elegant and accurate language to summarize story synopsis
Workflow
- Deep Reading: Deep read story text to accurately understand characters, relationships, and event plots
- Summary Generation: Based on reading content, summarize story text into fluent story outline
Constraints
- Word Count Control: Strictly control summary word count between 500-800 words
- Content Accuracy: Strictly summarize according to original text; do not create or adapt content independently
- Format Requirements: Directly output summary text content without any titles
Output Format
Directly output fluent text summary of story outline.
Examples
See {baseDir}/references/examples.md for more detailed examples:
examples.md- Detailed summarization examples (different types such as urban romance, historical romance, rebirth revenge, etc.)
Detailed Documentation
See {baseDir}/references/examples.md for detailed guidance and cases on novel summarization.
Version History
| Version | Date | Changes |
|---|---|---|
| 2.1.0 | 2026-01-11 | Optimized description field; added allowed-tools (Read) and model (opus) fields; optimized descriptions for functionality, usage scenarios, core capabilities, workflow, constraints, and output format; added 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/novel-screening/novel-summarizer of VanGong1999/screen-creative-skills.
- SKILL.md
- references/examples.md
Open the folder on GitHubat commit 6ced54f
Compare with similar skills
Novel 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 |
|---|---|---|---|---|---|---|
| Novel Summarizer this skillVanGong1999/screen-creative-skills | 446 | — | ~928 | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.3k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | |
| SepiaNanako0129/sepia | 3.1k | — | ~3.6k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Novel Summarizer
What does Novel Summarizer do?
Read and comprehend novel text, summarize into fluent story outline. Novel Summarizer is an agent skill from VanGong1999/screen-creative-skills. Read and comprehend novel text, summarize into fluent story outline.
When should I use Novel Summarizer?
Novel Summarizer fits situations like: tasks that involve Creative writing and fiction.
How do I install Novel Summarizer in Claude Code?
Run `npx skills add VanGong1999/screen-creative-skills --skill novel-summarizer -a claude-code`. Or copy the skill folder (english-version/category/novel-screening/novel-summarizer in VanGong1999/screen-creative-skills) into .claude/skills/novel-summarizer in your project. Claude Code loads it when a task matches its description.
How do I install Novel Summarizer in Codex?
Run `npx skills add VanGong1999/screen-creative-skills --skill novel-summarizer -a codex`. Or copy the skill folder (english-version/category/novel-screening/novel-summarizer in VanGong1999/screen-creative-skills) into .agents/skills/novel-summarizer in your project. Codex loads it when a task matches its description.
Can I use Novel 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 novel-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/novel-summarizer, .gemini/skills/novel-summarizer, .github/skills/novel-summarizer and .opencode/skills/novel-summarizer in your project.
What does Novel Summarizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Novel Summarizer is instructions for the agent only. Its frontmatter pre-approves these tools: Read. Compatibility (from SKILL.md): Claude Code 1.0+.
Does Novel 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 Novel 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 Novel Summarizer use?
Novel 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 Novel Summarizer use?
About 928 tokens (SKILL.md is roughly 3.7k 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 2.3k tokens, read only when the agent opens those files.
What are the alternatives to Novel Summarizer?
Skills that share tags, products or a category with Novel Summarizer: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars), InkOS Creative Harness (Narcooo/inkos, 10k stars) and Novel Art (eternityspring/shuohao-skills, 4.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Novel 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.