DeepTutor CLI
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
维护者专用的短剧 know-how 学习、验证与生命周期治理。仅在维护者明确要求从其当前会话提供的授权只读文本源学习完整短剧项目链,并把私有观察逐步转成去标识、去复刻、经盲测与独立审查的公共 reference、rubric 或 synthetic fixture 候选时使用;不用于普通创作、公开运行时取数、媒体生成或粗略数据分析。
$ npx skills add zenstory-ai/drama-skills --skill short-drama-knowhow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zenstory-ai/drama-skills short-drama-knowhow --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/zenstory-ai/drama-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .claude/skills/short-drama-knowhow && 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 "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .claude/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhowType 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 zenstory-ai/drama-skills --skill short-drama-knowhow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zenstory-ai/drama-skills short-drama-knowhow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zenstory-ai/drama-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .agents/skills/short-drama-knowhow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .agents/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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 zenstory-ai/drama-skills --skill short-drama-knowhow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zenstory-ai/drama-skills short-drama-knowhow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zenstory-ai/drama-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .cursor/skills/short-drama-knowhow && 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 "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .cursor/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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/zenstory-ai/drama-skills.git --path maintainers/skills/short-drama-knowhow--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 zenstory-ai/drama-skills --skill short-drama-knowhow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zenstory-ai/drama-skills short-drama-knowhow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zenstory-ai/drama-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .gemini/skills/short-drama-knowhow && 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 "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .gemini/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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 zenstory-ai/drama-skills short-drama-knowhowInstalls 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 zenstory-ai/drama-skills --skill short-drama-knowhow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zenstory-ai/drama-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .github/skills/short-drama-knowhow && 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 "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .github/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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 zenstory-ai/drama-skills --skill short-drama-knowhow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zenstory-ai/drama-skills short-drama-knowhow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zenstory-ai/drama-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/maintainers/skills/short-drama-knowhow .opencode/skills/short-drama-knowhow && 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 "short-drama-knowhow" agent skill from https://github.com/zenstory-ai/drama-skills/tree/main/maintainers/skills/short-drama-knowhow into .opencode/skills/short-drama-knowhow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "short-drama-knowhow", 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.
short-drama-knowhow维护者专用的短剧 know-how 学习、验证与生命周期治理。仅在维护者明确要求从其当前会话提供的授权只读文本源学习完整短剧项目链,并把私有观察逐步转成去标识、去复刻、经盲测与独立审查的公共 reference、rubric 或 synthetic fixture 候选时使用;不用于普通创作、公开运行时取数、媒体生成或粗略数据分析。
Short Drama Knowhow is an agent skill from zenstory-ai/drama-skills. 维护者专用的短剧 know-how 学习、验证与生命周期治理。仅在维护者明确要求从其当前会话提供的授权只读文本源学习完整短剧项目链,并把私有观察逐步转成去标识、去复刻、经盲测与独立审查的公共 reference、rubric 或 synthetic fixture 候选时使用;不用于普通创作、公开运行时取数、媒体生成或粗略数据分析。
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `agents/openai.yaml`, `references/blind-forward-eval.md` and `references/cards-and-coverage.md`).
It sits in Education, covering Quizzes and assessments. The repository describes itself as: 开源 AI 短剧/漫剧创作 skill 合集:剧本、角色资产、分镜 storyboard、图片/视频提示词、审查,适配 Claude Code 与 Codex | Open-source AI short drama / micro-drama skills for Claude Code & Codex: script, assets… The licence is MIT.
11 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit c2426e0. It shows what the files ask for, not the result of running them.
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.
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.
Short Drama Knowhow loads about 914 tokens when it runs, and up to ~8.1k if it reads all its reference files. Until then it costs about 47 tokens; SKILL.md has 173 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 zenstory-ai/drama-skills at commit c2426e0, republished under its MIT licence (© zenstory-ai). 173 words, ~914 tokens.
.claude/skills/short-drama-knowhow/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.把学习过程当作编剧、漫剧工作室与编导共同参与的定性研究,而不是词频挖掘。 先理解完整项目如何把戏剧意图传递到可执行的文本制作规格,再决定哪些知识可迁移。
只在维护者主动调用本 skill,且当前会话已经提供授权的只读访问时读取非公开来源。 把连接细节、凭据、源名称和私有卡片留在维护者指定的隔离工作区;不得写入本 skill、 公开技能树、公共候选或评测夹具。没有授权或无法确认只读时停止来源读取,只能用合成材料演练流程。
本流程只研究文本及其版本关系。可读创意简报、故事结构、剧本、资产/连续性台账、图片提示词、 分镜/关键帧文字、视频提示词、审查与修订记录;不生成、渲染、下载或检查图像、音频或视频。 公开运行时永不连接非公开来源,也不承担任何媒体生成。
记录本轮目的、允许读取的文本范围、禁止读取的内容、输出位置和销毁要求。测试一次只读行为, 但不回显连接信息。建立私有研究目录与单独的去标识候选目录;公共目录起初保持不变。
先查看维护者允许的最小索引或目录信息。按题材、受众承诺、核心机制、篇幅阶段、制作形态、 视觉语言、场景功能、提示词职责、完成度与修订状态寻找缺口、对照组和反常样本。统计只能帮助 “下一部读什么”,不能回答“应该怎么写”。 优先形成有差异的目的性样本,而不是只读最热门、最多见或最方便查询的项目。
逐个项目从上游意图读到下游文本交付:创意/改编约束 → 故事引擎与分集设计 → 单集剧本 → 角色、场景、道具与连续性 → 图片提示词 → 分镜与关键帧文字 → 视频提示词 → 审查、修订和交付说明。 若某层不存在,明确记为缺失,不用别的项目或常识补齐。
沿同一承诺追踪:怎样建立期待、怎样制造阻碍和信息差、人物用什么可表演行动推进、转折怎样被铺垫, 以及镜头/提示词怎样保留而不是改写剧作意图。完整阅读后才写卡,不用批量关键词命中代替阅读。 卡片字段与合成例子见 cards-and-coverage.md。
先写 observation card,严格区分直接观察、agent 解释与未知;再写 decision card,记录是否形成候选、 为什么缩小适用范围、有哪些替代解释。每张卡用不泄漏内容的稳定内部引用绑定同一项目链, 但私有卡片永不进入公共技能包。
用“题材/受众承诺”作为一轴,用“期待建立、冲突升级、信息释放、关系转向、反转兑现、集尾牵引、 表演动作、镜头承接、连续性”等机制作为另一轴;提示词研究再叠加制作形态/视觉语言、场景功能、 提示词职责与版本角色。每格记录支持卡、反例卡、边界、缺口和下一样本, 不填出现次数或成功率。矩阵格式见 cards-and-coverage.md。
主动寻找同机制失败、同题材例外、同结果的替代解释,以及上游有效但下游不可制作的情形。 冲突未解释时保持候选,不做多数表决。把“总是如此”改写成“在这些观众承诺、人物状态和制作约束下, 这项机制可能解决这个问题;出现这些信号时应换法或不用”。详细判别见 synthesis-and-promotion.md。
删除或抽象源名称、人物名、专有设定、原句、罕见组合、精确数值、路径、地址、标识符和连接信息。 把表层桥段拆成“观众状态 → 戏剧问题 → 可选机制 → 可观察效果 → 失败边界”,再用全新的题材、人物关系、 场景和措辞重建例子。若只有复述原内容才能表达,就不进入公共候选。
每个候选包同时提出:简洁 reference 改动、能定位证据与失败模式的 rubric、完全合成且与任何来源不近似的 fixture,以及预期受益任务和潜在副作用。proposal 先留在维护者 staging 区,不直接改 public suite。 公共候选不得要求运行时访问非公开来源,不得声称文本能证明真实媒体效果。
让没有读取私有卡片、原始项目和预期答案的 fresh agent,仅用公共基线或匿名候选之一完成同一组合成任务。 盲评其剧作判断、题材适配、制作可执行性、变体能力和是否机械套模板。执行 blind-forward-eval.md;不要把候选作者的结论泄漏进 prompt。
由未参与本轮摘取、合成或候选写作的 reviewer 复查证据充分性、反例、适用边界、去标识、de-copy、 盲测设计与公共运行边界。候选作者不得自审放行;有未解决的泄漏、近似复刻、机械化或证据断层即退回。
只有候选通过 fresh-agent blind forward eval 和 independent reviewer,且 reference、rubric、synthetic fixture 彼此一致,才能由维护者把最小改动 promotion 到公共资料。保留不含私密内容的决策记录与回滚说明。 后续反例证明候选过宽、盲测无增益或诱发模板化时,缩窄、替换或 retire;不要靠沉默删除掩盖知识变化。
不要预加载所有 reference;只读当前阶段需要的一份。
© zenstory-ai, 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 6 other files (references) in maintainers/skills/short-drama-knowhow of zenstory-ai/drama-skills.
Open the folder on GitHubat commit c2426e0
Short Drama Knowhow 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 |
|---|---|---|---|---|---|---|
| Short Drama Knowhow this skillzenstory-ai/drama-skills | 2.7k | — | ~914 | Automated safety check: Pass | MIT | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2k | Automated safety check: Pass | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| AI Engineering Phase Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Scholar EvaluationK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~2.9k | Automated safety check: Notes | MIT |
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
rohitg00/ai-engineering-from-scratch
Quizzes you on a completed phase of the AI Engineering from Scratch course, taking a phase number or name and mapping it to that phase's directory.
K-Dense-AI/claude-scientific-writer
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls.
guanyang/open-agent-hub
This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and…
zenstory-ai/drama-skills
基于文件系统初始化和继续短剧或漫剧项目,提供 creator-first 五文档路由、本地 Dashboard、制作形态与 Look Development 决策。用户提出“创建/继续短剧项目”“看进度/下一步”“做 Look Development”“打开 dashboard/短剧创作台”“导出制作资料”,或任务跨多个创作阶段时使用;明确的写作、资产、提示词、分镜、剪辑或审查请求由对应子…
zenstory-ai/drama-skills
从短剧剧本拆出人物/造型、地点/视图、道具/状态和跨场连续性,写成创作者可读的视觉设定。用户说“拆角色/场景/道具”“做资产设定”“判断复用还是新变体”“更新造型/道具状态”,或拿现成剧本直接做视觉资产准备时使用;不写图片提示词,不生成媒体。
zenstory-ai/drama-skills
将中文小说、短剧或漫剧想法、梗概、改编材料、已有系列笔记或多集完整剧本发展成可追溯的改编方案、戏剧方向、创作简报、导演阐述、故事引擎与分集地图,并按题材与制作形态(画风)选择写法。用户提出“导入小说做短剧”“从多集整稿生成/补分集地图”“开发短剧/漫剧”“做故事设定/系列大纲/分集规划”“写导演阐述”“这个题材怎么写”“定画风/制作形态”“把这个点子变成短剧”或需要梳理人物冲突与集间交接时使用;…
zenstory-ai/drama-skills
将已生成的短剧镜头剪成成片,记录入出点、镜序、声音、字幕与交付规格。用于套剪、加字幕、统一响度、调整节奏或导出精修素材;需要补素材或修改故事时转回对应创作阶段。
zenstory-ai/drama-skills
为短剧人物、造型、地点、道具和状态编写或修改可直接复制的图片提示词 Markdown。用户提到角色设定图、三视图、参考图、场景板、道具图、风格帧、Look Development、状态变体或局部编辑提示词时使用;不生成图片,也不调用供应商。
zenstory-ai/drama-skills
把长篇小说、连载网文或多集散稿拆成可追溯的原著分析:章节索引、改编价值快评、逐章功能提取、剧情单元与节奏聚合、人物与设定归并,最后给出改编价值判定与分集候选,交给 $short-drama-develop 立契约。用户说“导入这本小说”“拆这本书”“分析原著”“这本书能不能改短剧”“先看看值不值得拆”“把长篇拆成分集候选”,或直接给出小说文件路径时使用。只做只读的结构化分析,不写剧本、不建资产、…
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维护者专用的短剧 know-how 学习、验证与生命周期治理。仅在维护者明确要求从其当前会话提供的授权只读文本源学习完整短剧项目链,并把私有观察逐步转成去标识、去复刻、经盲测与独立审查的公共 reference、rubric 或 synthetic fixture 候选时使用;不用于普通创作、公开运行时取数、媒体生成或粗略数据分析。. Short Drama Knowhow is an agent skill from zenstory-ai/drama-skills.
Short Drama Knowhow fits situations like: tasks that involve Quizzes and assessments.
Run `npx skills add zenstory-ai/drama-skills --skill short-drama-knowhow -a claude-code`. Or copy the skill folder (maintainers/skills/short-drama-knowhow in zenstory-ai/drama-skills) into .claude/skills/short-drama-knowhow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zenstory-ai/drama-skills --skill short-drama-knowhow -a codex`. Or copy the skill folder (maintainers/skills/short-drama-knowhow in zenstory-ai/drama-skills) into .agents/skills/short-drama-knowhow 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 zenstory-ai/drama-skills --skill short-drama-knowhow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/short-drama-knowhow, .gemini/skills/short-drama-knowhow, .github/skills/short-drama-knowhow and .opencode/skills/short-drama-knowhow in your project.
SKILL.md names no scripts, command-line tools or credentials: Short Drama Knowhow is instructions for the agent only.
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.
Short Drama Knowhow is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 914 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 7.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Short Drama Knowhow: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 67k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars) and AI Engineering Phase Quiz (rohitg00/ai-engineering-from-scratch, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
zenstory-ai (a GitHub organization) maintains it in zenstory-ai/drama-skills, which has 2,683 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 3, 2026.
Source: zenstory-ai/drama-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.