Evaluator
alecs5am/ralphy
Quality evaluation of rendered UGC mp4s — scene segmentation, audio loudness / dead-air, caption density, and per-scene visual analysis.
从思想性、艺术性、观赏性三维度评估影视剧本并打分。适用于剧本开发质量评估、修改方向确定、项目立项前审查. An agent skill from VanGong1999/screen-creative-skills.
$ npx skills add VanGong1999/screen-creative-skills --skill script-evaluator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VanGong1999/screen-creative-skills script-evaluator --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/evaluation/script-evaluator .claude/skills/script-evaluator && 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 "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .claude/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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/evaluation/script-evaluatorType 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 script-evaluator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VanGong1999/screen-creative-skills script-evaluator --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/evaluation/script-evaluator .agents/skills/script-evaluator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .agents/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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 script-evaluator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VanGong1999/screen-creative-skills script-evaluator --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/evaluation/script-evaluator .cursor/skills/script-evaluator && 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 "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .cursor/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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/evaluation/script-evaluator--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 script-evaluator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VanGong1999/screen-creative-skills script-evaluator --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/evaluation/script-evaluator .gemini/skills/script-evaluator && 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 "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .gemini/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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 script-evaluatorInstalls 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 script-evaluator -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/evaluation/script-evaluator .github/skills/script-evaluator && 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 "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .github/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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 script-evaluator -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 script-evaluator --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/evaluation/script-evaluator .opencode/skills/script-evaluator && 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 "script-evaluator" agent skill from https://github.com/VanGong1999/screen-creative-skills/tree/master/category/evaluation/script-evaluator into .opencode/skills/script-evaluator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "script-evaluator", 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.
script-evaluator从思想性、艺术性、观赏性三维度评估影视剧本并打分。适用于剧本开发质量评估、修改方向确定、项目立项前审查. An agent skill from VanGong1999/screen-creative-skills.
Script Evaluator is an agent skill from VanGong1999/screen-creative-skills. 从思想性、艺术性、观赏性三维度评估影视剧本并打分。适用于剧本开发质量评估、修改方向确定、项目立项前审查
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/examples.md` and `references/guide.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.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6ced54f. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteFrom allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Claude Code 1.0+
From compatibility in the SKILL.md frontmatter.
Script Evaluator loads about 697 tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 17 tokens; SKILL.md has 114 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.
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.
The full file from VanGong1999/screen-creative-skills at commit 6ced54f, republished under its MIT licence (© VanGong1999). 114 words, ~697 tokens.
.claude/skills/script-evaluator/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.深入阅读影视剧本,从思想性、艺术性、观赏性三维度进行专业评估和打分。
评估剧本思想性属于"正面积极"、"中性"还是"偏负面"。
评估剧本艺术性属于"出色"、"尚可"还是"欠缺"。
结合评分标准,从整体上对剧本内容的观赏性进行打分。
【剧本评估报告】
【思想性】:[整体定性]
- 价值观:[分析与评估]
定性:[正面积极/中性/偏负面]
- 社会意义:[分析与评估]
定性:[正面积极/中性/偏负面]
【艺术性】:[整体定性]
- 细节刻画:[分析与评估] 评分:[X.X]
- 创意呈现:[分析与评估] 评分:[X.X]
- 叙事逻辑:[分析与评估] 评分:[X.X]
- 叙事技巧:[分析与评估] 评分:[X.X]
- 叙事节奏:[分析与评估] 评分:[X.X]
- 台词表达:[分析与评估] 评分:[X.X]
【观赏性】:
- 受众基础:[分析与评估] 评分:[X.X]
- 话题性:[分析与评估] 评分:[X.X]
- 题材风格:[分析与评估] 评分:[X.X]
- 人物塑造:[分析与评估] 评分:[X.X]
- 人物关系:[分析与评估] 评分:[X.X]
- 情节桥段:[分析与评估] 评分:[X.X]
【总体评价】:评分:[X.X]
[总体分析与评估]
【跟进建议】:[推进建议或修改建议]请参见 {baseDir}/references/examples.md 获取详细评估示例。该文件包含了多种剧本类型(如都市情感剧、科幻片、古装剧等)的完整评估报告和分析说明。
参见 {baseDir}/references/ 目录获取更多文档:
guide.md - 影视剧本评估的完整指南,包括评估框架、评分标准、评估流程和注意事项examples.md - 详细评估示例| 版本 | 日期 | 变更 |
|---|---|---|
| 2.1.0 | 2026-01-11 | 优化 description 字段,添加 allowed-tools 和 model 字段,调整主内容语言风格,添加约束条件,并引导至 references/examples.md |
| 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
SKILL.md and 2 other files (references) in category/evaluation/script-evaluator of VanGong1999/screen-creative-skills.
Open the folder on GitHubat commit 6ced54f
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.
Script Evaluator 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 |
|---|---|---|---|---|---|---|
| Script Evaluator this skillVanGong1999/screen-creative-skills | 443 | 1 repos | ~697 | Automated safety check: Pass | MIT | |
| Evaluatoralecs5am/ralphy | 136 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Arize Evaluatorgithub/awesome-copilot | 40k | 2 repos | ~8.1k | Automated safety check: Notes | MIT | |
| LLM Evaluationdavila7/claude-code-templates | 32k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Evaluationsickn33/agentic-awesome-skills | 47k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| EvaluatorsArize-ai/phoenix | 12k | — | ~1.7k | Automated safety check: Pass | Custom licence |
alecs5am/ralphy
Quality evaluation of rendered UGC mp4s — scene segmentation, audio loudness / dead-air, caption density, and per-scene visual analysis.
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
davila7/claude-code-templates
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
sickn33/agentic-awesome-skills
Evaluate agent behavior with versioned cases and explicit verifiers.
Arize-ai/phoenix
Author or refine a Phoenix evaluator — code or LLM-as-a-judge — that scores a run's output.
sickn33/agentic-awesome-skills
A skill your agent uses when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.
VanGong1999/screen-creative-skills
Create vertical short drama scripts covering macro construction, episode writing, precise optimization, and creative ideation using Emotional Spring Theory.
VanGong1999/screen-creative-skills
Orchestrate the full plot-point dramatic function analysis pipeline — text preprocessing, parallel segment analysis, result integration, and report generation — for long-form story content.
VanGong1999/screen-creative-skills
Evaluate and score story text across market potential, innovation attributes, and content highlights dimensions, producing structured scoring reports with development recommendations.
VanGong1999/screen-creative-skills
Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations.
VanGong1999/screen-creative-skills
基于故事文本分析人物特征,生成详细的人物小传。适用于深度理解故事人物设定、为演员塑造角色提供参考、为剧本创作建立人物档案
VanGong1999/screen-creative-skills
Analyze five core story elements — genre type, story summary, character biographies, character relationships, and major plot points — producing a structured comprehensive report with optional mind…
从思想性、艺术性、观赏性三维度评估影视剧本并打分。适用于剧本开发质量评估、修改方向确定、项目立项前审查. An agent skill from VanGong1999/screen-creative-skills. Script Evaluator is an agent skill from VanGong1999/screen-creative-skills.
Run `npx skills add VanGong1999/screen-creative-skills --skill script-evaluator -a claude-code`. Or copy the skill folder (category/evaluation/script-evaluator in VanGong1999/screen-creative-skills) into .claude/skills/script-evaluator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add VanGong1999/screen-creative-skills --skill script-evaluator -a codex`. Or copy the skill folder (category/evaluation/script-evaluator in VanGong1999/screen-creative-skills) into .agents/skills/script-evaluator in your project. Codex loads it when a task matches its description.
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 script-evaluator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/script-evaluator, .gemini/skills/script-evaluator, .github/skills/script-evaluator and .opencode/skills/script-evaluator in your project.
SKILL.md names no scripts, command-line tools or credentials: Script Evaluator is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write. Compatibility (from SKILL.md): Claude Code 1.0+.
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.
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.
Script Evaluator is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 697 tokens (SKILL.md is roughly 2.8k 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 3.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Script Evaluator: Evaluator (alecs5am/ralphy, 136 stars), Arize Evaluator (github/awesome-copilot, 40k stars), LLM Evaluation (davila7/claude-code-templates, 32k stars) and Agent Evaluation (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.