Workflow Schema Tuning
breaking-brake/cc-wf-studio
Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.
可视化科普 skill。当用户要求"可视化科普""互动科普实验""科学交互演示""把XX做成互动页面""像挂谷猜想那样做个科普页"时使用。把任何数学或科学概念（如挂谷猜想、日食、月食、太阳系、四季、月相、潮汐）变成电脑和手机都能访问的单页互动实验：先事实核验，再建直觉模型，给出正式定义，设计参数滑杆加实时反馈的互动实验，写清边界说明与来源追溯，最后用 Vite 打包单文件并发布到…
Install Z Sci Viz Lab
$ npx skills add tjxj/z-skills --skill z-sci-viz-lab -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tjxj/z-skills z-sci-viz-lab --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/tjxj/z-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/z-sci-viz-lab .claude/skills/z-sci-viz-lab && 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 "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .claude/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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/tjxj/z-skills/tree/main/z-sci-viz-labType 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 tjxj/z-skills --skill z-sci-viz-lab -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tjxj/z-skills z-sci-viz-lab --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tjxj/z-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/z-sci-viz-lab .agents/skills/z-sci-viz-lab && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .agents/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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 tjxj/z-skills --skill z-sci-viz-lab -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tjxj/z-skills z-sci-viz-lab --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tjxj/z-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/z-sci-viz-lab .cursor/skills/z-sci-viz-lab && 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 "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .cursor/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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/tjxj/z-skills.git --path z-sci-viz-lab--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 tjxj/z-skills --skill z-sci-viz-lab -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tjxj/z-skills z-sci-viz-lab --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tjxj/z-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/z-sci-viz-lab .gemini/skills/z-sci-viz-lab && 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 "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .gemini/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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 tjxj/z-skills z-sci-viz-labInstalls 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 tjxj/z-skills --skill z-sci-viz-lab -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tjxj/z-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/z-sci-viz-lab .github/skills/z-sci-viz-lab && 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 "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .github/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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 tjxj/z-skills --skill z-sci-viz-lab -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tjxj/z-skills z-sci-viz-lab --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tjxj/z-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/z-sci-viz-lab .opencode/skills/z-sci-viz-lab && 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 "z-sci-viz-lab" agent skill from https://github.com/tjxj/z-skills/tree/main/z-sci-viz-lab into .opencode/skills/z-sci-viz-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "z-sci-viz-lab", 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
z-sci-viz-lab- GitHub stars
- 547
- Token cost
- ~647 tokens
- SKILL.md length
- 127 words
- Files
- 5 (incl. references)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- None found
At a glance
可视化科普 skill。当用户要求"可视化科普""互动科普实验""科学交互演示""把XX做成互动页面""像挂谷猜想那样做个科普页"时使用。把任何数学或科学概念（如挂谷猜想、日食、月食、太阳系、四季、月相、潮汐）变成电脑和手机都能访问的单页互动实验：先事实核验，再建直觉模型，给出正式定义，设计参数滑杆加实时反馈的互动实验，写清边界说明与来源追溯，最后用 Vite 打包单文件并发布到…
- Works in 8 steps: 事实核验：先查权威来源（官方页面、原始论文、可靠综述）再动手；禁止虚构定理、数字、… → 直觉模型：把抽象概念转成可以操作的画面（三维模型、二维画布），先建立"这道题到底在… → 正式定义：在直觉之后给出准确定义与关键概念区分（例如 Lebesgue 测度 /… → …
- Tasks that involve Prompt engineering
- SKILL.md covers 定位, 核心流程（8 步）, 两种使用方式 and 实例：sci-viz-lab, plus 2 more sections
- Runs JavaScript scripts from its folder; calls npm
What it does
Z Sci Viz Lab is an agent skill from tjxj/z-skills. 可视化科普 skill。当用户要求"可视化科普""互动科普实验""科学交互演示""把XX做成互动页面""像挂谷猜想那样做个科普页"时使用。把任何数学或科学概念（如挂谷猜想、日食、月食、太阳系、四季、月相、潮汐）变成电脑和手机都能访问的单页互动实验：先事实核验，再建直觉模型，给出正式定义，设计参数滑杆加实时反馈的互动实验，写清边界说明与来源追溯，最后用 Vite 打包单文件并发布到 Cloudflare Pages。支持两种方式：用 templates/prompt-template.txt 生成全新主题单页，或按 templates/scene-template.js 为 sci-viz-lab 现有项目扩展场景。
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `README.md`, `references/workflow.md` and `templates/scene-template.js`).
It sits in AI & LLM Engineering, covering Prompt engineering. It works with Vite, Cloudflare Pages and npm. The repository describes itself as: A collection of reusable skills.
When your agent uses it
- Tasks that involve Prompt engineering
Example prompts
- “互动科普实验”
- “科学交互演示”
- “把XX做成互动页面”
- “/z-sci-viz-lab”
Requirements
- Node.js
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 事实核验：先查权威来源（官方页面、原始论文、可靠综述）再动手；禁止虚构定理、数字、引文和结论
- 直觉模型：把抽象概念转成可以操作的画面（三维模型、二维画布），先建立"这道题到底在问什么"的直觉
- 正式定义：在直觉之后给出准确定义与关键概念区分（例如 Lebesgue 测度 / Hausdorff 维数 / Minkowski 维数）
- 互动实验设计：参数滑杆 + 实时反馈；拖动旋转、滚轮缩放、重置视角、暂停动画；参数改变后立即更新模型与状态文字
- 边界说明：明确页面演示只用于建立直觉，不能充当数学证明；写清已解决与仍开放的问题
- 来源追溯：所有重要结论都能回到官方资料、原始论文或可靠综述，页面末尾列出来源链接
- Vite 单文件构建：npm run build，用 vite-plugin-singlefile 打包成单个 dist/index.html
- Cloudflare Pages 发布：npm run deploy，得到电脑手机都能直接访问的线上地址
What it can do on your machine
Read from SKILL.md and the folder at commit a29467e. 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
Ships script files (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.comsci-viz-lab.pages.dev
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.
Context cost
Z Sci Viz Lab loads about 647 tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 127 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 127 words (~647 tokens).
- name
- z-sci-viz-lab
Files
SKILL.md and 4 other files (references) in z-sci-viz-lab of tjxj/z-skills.
- SKILL.md
- README.md
- references/workflow.md
- templates/prompt-template.txt
- templates/scene-template.js
Open the folder on GitHubat commit a29467e
Compare with similar skills
Z Sci Viz Lab 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 |
|---|---|---|---|---|---|---|
| Z Sci Viz Lab this skilltjxj/z-skills | 547 | — | ~647 | Automated safety check: Pass | None | |
| Workflow Schema Tuningbreaking-brake/cc-wf-studio | 5.4k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Redis Insight Pluginredis/RedisInsight | 8.9k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Frontend Build Timing Auditopenops-cloud/openops | 1.1k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Analogjsanalogjs/analog | 3.2k | — | ~891 | Automated safety check: Pass | MIT | |
| Vuetify Skilldlogue/vite-vuetify-ts-starter | 181 | 1 repos | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
- Official
Redis Insight Plugin
redis/RedisInsight
A skill your agent uses when creating, modifying, debugging, deploying, or testing Redis Insight Workbench visualization plugins, plugin manifests, package.json visualizations, activationMethod…
Frontend Build Timing Audit
openops-cloud/openops
Detects and diagnoses chunk-evaluation timing bugs in the Vite/rolldown production build of react-ui (works-in-dev / broken-in-build i18n regressions, missing UI labels, module-scope t()…
Analogjs
analogjs/analog
Conventions for working in an AnalogJS app (an Angular meta-framework powered by Vite) — file-based routing with .page.ts files, RouteMeta, server and API routes on Nitro/h3, page load functions and…
Vuetify Skilld
logue/vite-vuetify-ts-starter
Vue Material Component Framework. An agent skill from logue/vite-vuetify-ts-starter.
Convex Self Hosting
waynesutton/markdown-site
Integrate Convex static self hosting into existing apps using the latest upstream instructions from get-convex/self-hosting every time.
More from tjxj/z-skills
All 15 skills in this repoZ Grounded Source QA
tjxj/z-skills
A skill your agent uses whenever the user wants answers, summaries, comparisons, decisions, quotations, persona simulations, articles, scripts, or claim checks that must stay grounded in…
Z Qwen Audio Studio
tjxj/z-skills
A skill your agent uses when creating complete generated audio with qwen-audio-3.1-tts-next, including podcasts, radio drama, advertisements, multiple speakers, reference voices, ambience, sound…
Z Mail Reader
tjxj/z-skills
A skill your agent uses when user wants to read emails, check inbox, fetch emails via IMAP, download email attachments, extract inline images, or summarize email content.
Z Md Excel
tjxj/z-skills
Extract all Markdown tables from a .md file and export to Excel (.xlsx).
Z Md To Word
tjxj/z-skills
Convert local Markdown files into Word documents. An agent skill from tjxj/z-skills.
Z Wanghong Handwritten Ppt
tjxj/z-skills
将文章、讲稿或技术主题制作成王虹学术报告气质的 16:9 Notability 手写风 HTML 幻灯片，逐页导出 PNG，并默认同时生成可逐条播放动画的时间轴版 HTML。触发词：王虹PPT风格、王虹手写PPT、Notability学术手写幻灯片、手写网页PPT、手写PPT、数学家手写报告风、手写PPT时间轴版、手写演示动画。
Related
Works with
Categories
Questions about Z Sci Viz Lab
What does Z Sci Viz Lab do?
可视化科普 skill。当用户要求"可视化科普""互动科普实验""科学交互演示""把XX做成互动页面""像挂谷猜想那样做个科普页"时使用。把任何数学或科学概念（如挂谷猜想、日食、月食、太阳系、四季、月相、潮汐）变成电脑和手机都能访问的单页互动实验：先事实核验，再建直觉模型，给出正式定义，设计参数滑杆加实时反馈的互动实验，写清边界说明与来源追溯，最后用 Vite 打包单文件并发布到…. Z Sci Viz Lab is an agent skill from tjxj/z-skills.
When should I use Z Sci Viz Lab?
Z Sci Viz Lab fits situations like: tasks that involve Prompt engineering.
How do I install Z Sci Viz Lab in Claude Code?
Run `npx skills add tjxj/z-skills --skill z-sci-viz-lab -a claude-code`. Or copy the skill folder (z-sci-viz-lab in tjxj/z-skills) into .claude/skills/z-sci-viz-lab in your project. Claude Code loads it when a task matches its description.
How do I install Z Sci Viz Lab in Codex?
Run `npx skills add tjxj/z-skills --skill z-sci-viz-lab -a codex`. Or copy the skill folder (z-sci-viz-lab in tjxj/z-skills) into .agents/skills/z-sci-viz-lab in your project. Codex loads it when a task matches its description.
Can I use Z Sci Viz Lab 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 tjxj/z-skills --skill z-sci-viz-lab -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/z-sci-viz-lab, .gemini/skills/z-sci-viz-lab, .github/skills/z-sci-viz-lab and .opencode/skills/z-sci-viz-lab in your project.
What does Z Sci Viz Lab need to run?
Going by SKILL.md and its folder, Z Sci Viz Lab needs JavaScript for the scripts in its folder and the command-line tools its instructions call (npm). Our summary lists: Node.js.
Does Z Sci Viz Lab access the network?
SKILL.md names 2 domains. As links in the text: github.com and sci-viz-lab.pages.dev. This is read from the text; nothing was executed.
Is Z Sci Viz Lab 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 Z Sci Viz Lab use?
No licence was found for Z Sci Viz Lab or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Z Sci Viz Lab use?
About 647 tokens (SKILL.md is roughly 2.6k 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 Z Sci Viz Lab?
Skills that share tags, products or a category with Z Sci Viz Lab: Workflow Schema Tuning (breaking-brake/cc-wf-studio, 5.4k stars), Redis Insight Plugin (redis/RedisInsight, 8.9k stars), Frontend Build Timing Audit (openops-cloud/openops, 1.1k stars) and Analogjs (analogjs/analog, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Z Sci Viz Lab?
tjxj (a GitHub user) maintains it in tjxj/z-skills, which has 547 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 22, 2026.
Source: tjxj/z-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.