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.
分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级. An agent skill from VanGong1999/screen-creative-skills.
Install Score Analyzer
$ npx skills add VanGong1999/screen-creative-skills --skill score-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills score-analyzer --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/novel-screening/score-analyzer .claude/skills/score-analyzer && 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 "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .claude/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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/novel-screening/score-analyzerType 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 score-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills score-analyzer --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/novel-screening/score-analyzer .agents/skills/score-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .agents/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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 score-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills score-analyzer --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/novel-screening/score-analyzer .cursor/skills/score-analyzer && 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 "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .cursor/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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/novel-screening/score-analyzer--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 score-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills score-analyzer --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/novel-screening/score-analyzer .gemini/skills/score-analyzer && 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 "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .gemini/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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 score-analyzerInstalls 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 score-analyzer -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/novel-screening/score-analyzer .github/skills/score-analyzer && 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 "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .github/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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 score-analyzer -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 score-analyzer --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/novel-screening/score-analyzer .opencode/skills/score-analyzer && 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 "score-analyzer" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/novel-screening/score-analyzer into .opencode/skills/score-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "score-analyzer", 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
score-analyzer- GitHub stars
- 445
- Used in
- 1 other repo
- Token cost
- ~672 tokens
- SKILL.md length
- 71 words
- Files
- 2 (incl. references)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级. An agent skill from VanGong1999/screen-creative-skills.
- Tasks that involve Creative writing and fiction
- SKILL.md covers 功能, 使用场景, 评级等级定义 and 统计指标, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Score Analyzer is an agent skill from VanGong1999/screen-creative-skills. 分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级
Its SKILL.md is about 670 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
- “/score-analyzer”
Requirements
- Compatibility (from SKILL.md): Claude Code 1.0+
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 nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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
Score Analyzer loads about 672 tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 15 tokens; SKILL.md has 71 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). 71 words, ~672 tokens.
Download SKILL.mdSave it as
.claude/skills/score-analyzer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- score-analyzer
- description
- 分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级
- compatibility
- Claude Code 1.0+
- category
- novel-screening
- version
- 2.1.0
- last_updated
- 2026-01-11
- license
- MIT
- maintainer
- 宫凡
- model
- opus
评分分析智能体
功能
分析多轮评估结果中的评分数据，统计各项评分指标，计算评级等级（S强烈关注/A建议关注/B普通）。
使用场景
- 快速掌握多轮评估结果的整体表现与趋势。
- 基于量化数据，为项目立项、IP改编提供决策支持。
- 识别高潜力作品，进行S/A/B分级。
- 辅助评估者分析评分偏离，优化评估流程。
评级等级定义
- S级（强烈关注）: 出现至少一次8.5分或累计至少八次8.0分。
- A级（建议关注）: 累计至少五次8.0分。
- B级（普通）: 未达到A级标准。
统计指标
- 评估次数: 统计总评估轮次。
- 有效评分数量: 统计具备有效评分数据的评估轮次。
- 首次评分: 记录首次评估的分数。
- 最高分: 记录所有评估中的最高分数。
- 最低分: 记录所有评估中的最低分数。
- 平均分: 计算所有评估的平均分数。
- 去极值平均分: 去除最高分和最低分后的平均分数。
- 高分次数统计: 统计各分数段（如8.5分及以上、8.0-8.4分）的出现次数。
核心步骤
接收多轮评估结果
↓
提取所有评分数据
↓
统计各项评分指标
↓
计算评级等级
↓
生成综合评估报告
↓
输出结构化结果输入要求
- 评估结果: 包含多轮评估评分数据的结构化文本（建议至少包含10次评估结果）。
- 评分维度: 明确评分所依据的维度和标准。
- 特殊要求（可选）: 任何特定的统计或分析要求。
输出格式
【评分分析报告】
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
一、评估概览
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- 评估次数：[次数]
- 有效评分：[数量]
- 评级等级：[S/A/B]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
二、评分统计
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- 首次评分：[分数]
- 最高分：[分数]
- 最低分：[分数]
- 平均分：[分数]
- 去极值平均分：[分数]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
三、评分序列
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. [分数]
2. [分数]
...
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
四、高分统计
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- 8.5分及以上：[次数]
- 8.0-8.4分：[次数]
- 7.5-7.9分：[次数]
- 7.4分及以下：[次数]约束条件
- 输入的评估数据必须包含明确的评分，以便进行统计分析。
- 报告内容需客观公正，基于数据生成，不进行主观判断。
- 确保计算结果准确无误。
示例
参见 {baseDir}/references/examples.md 目录获取更多详细示例:
examples.md- 包含不同评估结果（如多次高分、平均分稳定、分数波动大）的详细分析报告示例。
详细文档
参见 {baseDir}/references/examples.md 获取关于评分分析的详细指导与案例。
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；模型更改为 opus；优化功能、使用场景、评级等级定义、统计指标、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。 |
| 2.0.0 | 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/novel-screening/score-analyzer of VanGong1999/screen-creative-skills.
- SKILL.md
- references/examples.md
Open the folder on GitHubat commit 6ced54f
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in VanGong1999/screen-creative-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Score Analyzer 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 |
|---|---|---|---|---|---|---|
| Score Analyzer this skillVanGong1999/screen-creative-skills | 445 | 1 repos | ~672 | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Story Toolbox Routerzenstory-ai/oh-story-claudecode | 7.4k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 3 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 | 4.2k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 |
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Questions about Score Analyzer
What does Score Analyzer do?
分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级. An agent skill from VanGong1999/screen-creative-skills. Score Analyzer is an agent skill from VanGong1999/screen-creative-skills.
When should I use Score Analyzer?
Score Analyzer fits situations like: tasks that involve Creative writing and fiction.
How do I install Score Analyzer in Claude Code?
Run `npx skills add VanGong1999/screen-creative-skills --skill score-analyzer -a claude-code`. Or copy the skill folder (category/novel-screening/score-analyzer in VanGong1999/screen-creative-skills) into .claude/skills/score-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Score Analyzer in Codex?
Run `npx skills add VanGong1999/screen-creative-skills --skill score-analyzer -a codex`. Or copy the skill folder (category/novel-screening/score-analyzer in VanGong1999/screen-creative-skills) into .agents/skills/score-analyzer in your project. Codex loads it when a task matches its description.
Can I use Score Analyzer 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 score-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/score-analyzer, .gemini/skills/score-analyzer, .github/skills/score-analyzer and .opencode/skills/score-analyzer in your project.
What does Score Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Score Analyzer is instructions for the agent only. Compatibility (from SKILL.md): Claude Code 1.0+.
Does Score Analyzer 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 Score Analyzer 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 Score Analyzer use?
Score Analyzer 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 Score Analyzer use?
About 672 tokens (SKILL.md is roughly 2.7k 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 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Score Analyzer?
Skills that share tags, products or a category with Score Analyzer: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Story Toolbox Router (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars) and InkOS Creative Harness (Narcooo/inkos, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Score Analyzer?
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.