Agent skill

Visualize Output

by Peiiii in Peiiii/nextclaw

Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML.

MITAuto-check passedDevelopment

Install Visualize Output

skills CLI
$ npx skills add Peiiii/nextclaw --skill visualize-output -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Peiiii/nextclaw visualize-output --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/nextclaw-core/src/features/agent/shared/skills/visualize-output .claude/skills/visualize-output && rm -rf skills-src

Use ~/.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/

Facts

Skill name
visualize-output
GitHub stars
260
Token cost
~1.4k tokens
SKILL.md length
250 words
Files
2 (incl. references)
Skills in repo
70
Repo updated
First seen
Licence
MIT

At a glance

Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML.

  • Works in 5 steps: 先创建目标文件的父目录,再创建一个真实存在、可独立打开的 .html… → 默认把 CSS、JavaScript 和 SVG 内联在文件中,不依赖… → 在最终回复中输出 inert 的 nextclaw-inline… → …
  • The user asks for a visualization
  • SKILL.md covers 选择展示方式, 单一焦点, 内联 HTML 合同 and HTML 画布合同, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Visualize Output is an agent skill from Peiiii/nextclaw. Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML. Use when the user asks for a visualization, chart, diagram, comparison, timeline, status/result view, or when spatial layout would materially improve understanding in the current conversation; read this skill before any other visualization tool call or inline display of an existing app. Use nextclaw-app-creator instead for reusable apps, editors, or sustained…

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/inline-display.md`).

It sits in Development, covering Diagrams. It works with Mermaid. The repository describes itself as: A human-centered long-term AI partner—not a task-centered assistant. The licence is MIT.

When your agent uses it

  • The user asks for a visualization
  • Status/result view
  • Spatial layout would materially improve understanding in the current conversation
  • Read this skill before any other visualization tool call

Example prompts

  • “/visualize-output”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 先创建目标文件的父目录,再创建一个真实存在、可独立打开的 .html 文件;写入后确认文件存在。只为当前会话展示而生成的可视化属于 NextClaw 持久资产,必须放到系统上下文给出的 NEXTCLAW_HOME/assets/visualizations//…
  2. 默认把 CSS、JavaScript 和 SVG 内联在文件中,不依赖 CDN、远程字体、远程脚本或不可验证的网络资源。
  3. 在最终回复中输出 inert 的 nextclaw-inline 声明,让宿主把文件直接渲染在消息内。当前任务生成的本地 HTML 必须使用 file target;禁止改成 url target,也不要把本地路径伪造成 /somewhere/file.html
  4. 一旦选择用内联 HTML 交付当前回答,无论用户是否说出“内联”,整个回合都不得调用 show_file、show_url、系统浏览器或其他外部展示动作。show_file(path, viewer="rendered") 会打开 side…
  5. 最终回复仍要自包含,但不要用表格、列表、数据速览或第二种图表重复内联视觉已经表达的数据。最终一次验证工具返回后,静默完成判断,不得输出核对表、计算过程、“检查通过”、引导语或数据复述;最终可见内容必须只有 nextclaw-inline…

What it can do on your machine

Read from SKILL.md and the folder at commit 973722e. 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 (its code samples are nextclaw-inline and markdown).

    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.

Context cost

Visualize Output loads about 1.4k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 136 tokens; SKILL.md has 250 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~136
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2k

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 Peiiii/nextclaw at commit 973722e, republished under its MIT licence (© Peiiii). 250 words, ~1,384 tokens.

Download SKILL.mdSave it as .claude/skills/visualize-output/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
visualize-output
description
Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML. Use when the user asks for a visualization, chart, diagram, comparison, timeline, status/result view, or when spatial layout would materially improve understanding in the current conversation; read this skill before any other visualization tool call or inline display of an existing app. Use nextclaw-app-creator instead for reusable apps, editors, or sustained workflows.
description_zh
为回答和结果选择 Markdown、表格、Mermaid、图片或自包含内联 HTML,产出清晰、克制的可视化。适用于用户要求可视化、图表、关系图、对比、时间线、状态/结果视图,或空间布局能显著提升当前对话中的理解时;任何其他可视化工具调用前必须先读取本 skill。可复用应用、编辑器或长期工作流应改用…

Visualize Output

让可视化服务于理解,而不是只增加装饰。始终选择能够清楚表达结果的最小展示方式;如果普通文字已经足够,就不要为了“好看”强行可视化。

选择展示方式

  • 简单事实、结论或短步骤:使用自然的 Markdown 段落或短列表。
  • 多组精确映射、字段比较或数值对照:使用紧凑表格。
  • 流程、时序、层级、依赖或状态迁移:优先使用聚焦的 Mermaid 图。
  • 需要真实视觉形象、空间构图或插画表达:在具备图片生成/处理能力时使用图片。
  • 布局、排版、图形编码或轻量交互能显著提升理解:使用自包含的内联 HTML。
  • 可复用应用、编辑器、管理台、大表格、多页界面或持续工作流:不要塞进当前回答;读取 nextclaw-app-creator,改用 Panel App / side panel。

同一关系默认只选一种主要可视化,不要把表格、Mermaid 和 HTML 重复堆叠。必要的文字说明保持简短,并让可视化本身承担主要信息表达。

单一焦点

  • 一个可视化只回答一个主要问题,突出一个核心结论或一组紧密相关的数据。
  • 默认不要制作带导航、侧栏、标签页、工具栏和多块 KPI 的“大而全 dashboard”。
  • 使用留白、对齐、字号和必要的细分隔线建立层级;不要靠页标题、总背景板或把每一组内容包成卡片来制造结构。
  • 如果内容无法在一个聚焦表面里讲清,先删减、分层摘要,或改用 side panel;不要缩小到难以阅读。

内联 HTML 合同

仅当 HTML 比 Markdown / Mermaid 明显更清楚时使用:

  1. 先创建目标文件的父目录,再创建一个真实存在、可独立打开的 .html 文件;写入后确认文件存在。只为当前会话展示而生成的可视化属于 NextClaw 持久资产,必须放到系统上下文给出的 NEXTCLAW_HOME/assets/visualizations/<session-id>/ 绝对目录,并在声明中使用绝对路径。不得放到 /tmp、其他临时目录、当前项目或工作目录根部;只有用户明确要求项目交付文件时,才写入用户项目。
  2. 默认把 CSS、JavaScript 和 SVG 内联在文件中,不依赖 CDN、远程字体、远程脚本或不可验证的网络资源。
  3. 在最终回复中输出 inert 的 nextclaw-inline 声明,让宿主把文件直接渲染在消息内。当前任务生成的本地 HTML 必须使用 file target;禁止改成 url target,也不要把本地路径伪造成 /somewhere/file.html:
nextclaw-inline
{"target":{"type":"file","payload":{"path":"/Users/example/.nextclaw/assets/visualizations/session-123/result.html","viewer":"rendered"}},"title":"Result"}
  1. 一旦选择用内联 HTML 交付当前回答,无论用户是否说出“内联”,整个回合都不得调用 show_file、show_url、系统浏览器或其他外部展示动作。show_file(path, viewer="rendered") 会打开 side panel,不能用来预览、验证或展示内联结果;用 read_file / exec 检查文件和内容,最终只输出上面的 Markdown 声明。只有明确决定不做内联、需要长时间阅读或操作时才改用 side panel。
  2. 最终回复仍要自包含,但不要用表格、列表、数据速览或第二种图表重复内联视觉已经表达的数据。最终一次验证工具返回后,静默完成判断,不得输出核对表、计算过程、“检查通过”、引导语或数据复述;最终可见内容必须只有 nextclaw-inline 声明,声明的关闭围栏就是回复最后内容。不要描述它位于“右侧”“侧栏”或其他未经执行的 UI 位置。
markdown
```nextclaw-inline
{"target":{"type":"file","payload":{"path":"/Users/example/.nextclaw/assets/visualizations/session-123/result.html","viewer":"rendered"}},"title":"Result"}
```

HTML 画布合同

  • 把整个 HTML 文档当成唯一展示表面。html / body 默认保持透明、无边框、无阴影,只有承载内容所需的内边距;不要再放带背景、外边框、圆角或阴影的根容器。
  • 默认不放可见的页面标题、眉题、报告名或说明横幅,直接从核心图形与数据开始。只有标题本身是用户要求展示的信息时才保留;nextclaw-inline.title 只是宿主元数据,不得在 HTML 中重复渲染。
  • 不要在 HTML 内重复文件名、预览标题栏、打开按钮或工具栏;宿主会在外部提供这些操作,并负责圆角裁切。
  • 使用响应式宽度、box-sizing: border-box 和自然文档高度;禁止固定桌面宽度、横向滚动和依赖超宽画布。
  • 宿主从约 240px 高度开始按内容增长,可见上限为 min(90vh, 1440px)。优先把完整核心信息控制在一屏内,并确保不超过 1440px 仍能理解。
  • 不依赖 document 级内部滚动。若内容超过可见上限,先删减、改成摘要或换 side panel;只有短列表、下拉菜单等局部控件可以有限滚动。
  • 页面本身就是视觉容器。内部需要分组时优先用间距、对齐、排版或细分隔线。默认不使用 KPI 卡片、洞察框、章节卡片或其他带独立背景/边框/阴影的矩形容器;只有某个形状本身承担数据编码或交互含义时才使用色块。

视觉质量

  • 先建立信息层级,再添加装饰。突出主要结论,弱化辅助信息,并让阅读顺序一眼可见。
  • 使用系统字体、克制的色板和最多一个主要强调色;避免无意义渐变、玻璃拟态、厚重阴影、霓虹效果和持续动画。
  • 让布局在窄宽度和宽屏下都能成立。长标签换行或缩短,图表与 SVG 使用响应式尺寸。
  • 对数据可视化标明必要的标题、单位、时间范围、坐标或图例;不补造缺失数据,不用面积或透视效果夸大差异。
  • 保持用户提供的时间粒度、口径和语义限定不变;季度数据不能擅自改成月度数据,累计值、时点值、比率和预测值也不能互相替换。
  • 默认只陈述用户输入直接支持的事实与数学关系。除非用户明确提供依据并要求分析,否则不补造因果假设、行业正常区间、目标值、优化幅度、未来影响或行动收益。
  • 衍生值必须能由已给数据完整推导,并在需要时标注公式与假设;不能完整推导的行业基准、增长幅度、收益预测或因果结论必须删除,而不是用“可能”“通常”等措辞弱化后保留。
  • 任何合计、差值、占比、增长率或完成率都必须先用计算工具或 exec 得到结果,不得心算后直接写入。写完后重新读取最终 HTML,把每个展示的数字与用户输入和工具计算结果逐项对照;无法完成逐项核对的衍生值直接删除。
  • 只计算表达用户问题所必需的衍生值。用户未要求时,默认不额外增加环比、同比、复合增长或“累计增长”等指标;确需展示时必须使用与公式严格一致的名称,区间首尾增幅不能写成累计增长。
  • 写 HTML 前先形成“用户可见数据白名单”:只包含用户原始值和表达当前问题所必需、已经由工具计算的衍生值。HTML 中每个用户可见的数据值都必须来自这份白名单;验证过程中的中间值、几何参数或顺手算出的指标不得进入画布。
  • 总体目标只能与同口径的总体实际值比较。不得把类别值除以总体目标后称为该类别的“目标占比”“目标完成率”或类别目标;没有用户提供的类别目标,就不展示任何类别目标语义。
  • 没有用户提供的阈值或比较基准时,不使用“健康、正常、不错、偏高、偏低”等定性判断,只陈述增减、排序、占比和可验证差值。
  • 建议、诊断方向和优先动作也属于分析,不能因为看似常识就自动成立。用户只要求呈现或摘要已给数据时,到“发生了什么”为止,不延伸“为什么”或“怎么办”。
  • 保证文字与背景对比度、可辨识的非颜色编码、语义化结构和键盘可达性;动画必须有信息价值并遵守 prefers-reduced-motion。
  • 使用用户当前语言,避免在可视化里混入内部实现说明、文件路径或无关品牌文案。
  • 可按 prefers-color-scheme 提供明暗配色,但两种模式都必须保持清晰、克制和可读。

发送前检查

  • 这个可视化是否真的比短 Markdown 更容易理解?
  • 是否只有一个主要焦点,没有重复媒介和 dashboard 式堆叠?
  • HTML 是否把页面本身当作表面,没有额外总卡片、文件名或内部工具栏?
  • HTML 是否直接从核心内容开始,没有重复页标题、眉题、报告名、根背景板、KPI 卡片或洞察框?
  • 核心内容是否能在 min(90vh, 1440px) 内完整理解,且没有 document 级滚动?
  • 数据、单位、标签、对比度和交互是否真实、清楚、可访问?
  • 是否已逐项对照用户输入核对时间粒度、单位、标签和衍生值?所有未被输入直接支持的定性评价、因果解释、诊断建议、行业区间、目标值和预测是否已经删除?
  • 是否用工具计算了每个衍生值,并重新读取最终 HTML 逐项核对了其中展示的所有数字?
  • HTML 的用户可见数值是否全部来自展示白名单,且没有把总体目标错误拆成类别目标?
  • 内联 HTML 文件是否真实存在,路径是否正确,声明是否使用 viewer: "rendered"?
  • 会话生成的可视化是否位于系统指定的 NextClaw 持久资产目录,而不是 /tmp、临时目录、用户项目或工作目录根部?
  • 最终回复是否只有内联声明,并在声明关闭围栏处立即结束,没有验证叙述、引导语或数据复述?

专项展示协议

Mermaid: use a focused fenced mermaid block and quote punctuated labels; ASCII/code-fence substitutes do not count. Prefer it for 3+ ordered, dependent, owned, or feedback-linked nodes unless prose is unambiguous. A table already counts as visualization; escalate only when requested or a graphic reveals a material pattern.

仅当将输出 inline HTML、inline JSON 或展示已有 Panel App 时,继续读取 inline 展示协议,再生成声明或执行展示操作。普通文本、表格和 Mermaid 不读取该 reference。展示已有应用不要求创建、修改或安装应用。完整规则若被压缩移出上下文,执行前重新读取。

© Peiiii, 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 packages/nextclaw-core/src/features/agent/shared/skills/visualize-output of Peiiii/nextclaw.

  • SKILL.md
  • references/inline-display.md

Open the folder on GitHubat commit 973722e

Compare with similar skills

Visualize Output 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.

Visualize Output compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Visualize Output this skillPeiiii/nextclaw260—~1.4kAutomated safety check: PassMIT
Pretty Mermaid Rendererimxv/Pretty-mermaid-skills1.5k—~2kAutomated safety check: PassMIT
Diagram Generatorzhaoxuya520/reverse-skill40k1 repos~2.3kAutomated safety check: WarnMIT
Architecture Diagramkonraddzbik/architecture-diagram-skill112—~5kAutomated safety check: PassMIT
Chatbot Mvp Distillationpdsuwwz/chatgpt-vue3-light-mvp578—~722Automated safety check: PassMIT
Chatbot Mvp Distillation Zhpdsuwwz/chatgpt-vue3-light-mvp578—~414Automated safety check: PassMIT

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  • 当 NextClaw 产品更新后需要生成、替换、挑毛病或检查官网、GitHub README、用户文档或社交传播中的真实截图、AI 宣传视觉、整页 HTML 宣传预览、社区二维码等对外视觉资产时使用;也用于“更新截图”“重新截一批图”“做宣传页”“生成 campaign 页面”“视觉审稿”“五星挑刺法”或发布前检查视觉资产。普通站点布局开发或只写文章不触发。

    260 GitHub stars~801 tokensUpdated yesterday
    Auto-check passed
  • UI UX Pro Max

    Peiiii/nextclaw

    A skill your agent uses when the user wants professional UI/UX design guidance, design-system generation, UX review, or stack-specific frontend guidance through a bundled local UI/UX Pro Max dataset…

    260 GitHub stars~2k tokensUpdated yesterday
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  • Impeccable

    Peiiii/nextclaw

    A skill your agent uses when the user wants distinctive, production-grade frontend design, anti-generic AI aesthetics, UX critique, technical UI audits, or final polish through bundled Impeccable…

    260 GitHub stars~2.5k tokensUpdated yesterday
    Auto-check passed
  • Curate NextClaw skill resources, including OpenClaw and community sources.

    260 GitHub stars~479 tokensUpdated yesterday
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Works with

Questions about Visualize Output

What does Visualize Output do?

Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML. Visualize Output is an agent skill from Peiiii/nextclaw. Create clear, restrained visual presentations for answers and results by choosing among Markdown, tables, Mermaid, images, and self-contained inline HTML.

When should I use Visualize Output?

Visualize Output fits situations like: the user asks for a visualization; status/result view; spatial layout would materially improve understanding in the current conversation; read this skill before any other visualization tool call.

How do I install Visualize Output in Claude Code?

Run `npx skills add Peiiii/nextclaw --skill visualize-output -a claude-code`. Or copy the skill folder (packages/nextclaw-core/src/features/agent/shared/skills/visualize-output in Peiiii/nextclaw) into .claude/skills/visualize-output in your project. Claude Code loads it when a task matches its description.

How do I install Visualize Output in Codex?

Run `npx skills add Peiiii/nextclaw --skill visualize-output -a codex`. Or copy the skill folder (packages/nextclaw-core/src/features/agent/shared/skills/visualize-output in Peiiii/nextclaw) into .agents/skills/visualize-output in your project. Codex loads it when a task matches its description.

Can I use Visualize Output 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 Peiiii/nextclaw --skill visualize-output -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/visualize-output, .gemini/skills/visualize-output, .github/skills/visualize-output and .opencode/skills/visualize-output in your project.

What does Visualize Output need to run?

SKILL.md names no scripts, command-line tools or credentials: Visualize Output is instructions for the agent only.

Does Visualize Output 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 Visualize Output 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 Visualize Output use?

Visualize Output is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Visualize Output use?

About 1.4k tokens (SKILL.md is roughly 5.5k 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 601 tokens, read only when the agent opens those files.

What are the alternatives to Visualize Output?

Skills that share tags, products or a category with Visualize Output: Pretty Mermaid Renderer (imxv/Pretty-mermaid-skills, 1.5k stars), Diagram Generator (zhaoxuya520/reverse-skill, 40k stars), Architecture Diagram (konraddzbik/architecture-diagram-skill, 112 stars) and Chatbot Mvp Distillation (pdsuwwz/chatgpt-vue3-light-mvp, 578 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Visualize Output?

Peiiii (a GitHub user) maintains it in Peiiii/nextclaw, which has 260 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 7, 2026.

Source: Peiiii/nextclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.