Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Generate guardrailed UI from natural language. An agent skill from oaustegard/claude-skills.
$ npx skills add oaustegard/claude-skills --skill json-render-ui -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install oaustegard/claude-skills json-render-ui --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/oaustegard/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/json-render-ui .claude/skills/json-render-ui && 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 "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .claude/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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/oaustegard/claude-skills/tree/main/json-render-uiType 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 oaustegard/claude-skills --skill json-render-ui -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install oaustegard/claude-skills json-render-ui --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/json-render-ui .agents/skills/json-render-ui && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .agents/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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 oaustegard/claude-skills --skill json-render-ui -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install oaustegard/claude-skills json-render-ui --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/json-render-ui .cursor/skills/json-render-ui && 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 "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .cursor/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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/oaustegard/claude-skills.git --path json-render-ui--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 oaustegard/claude-skills --skill json-render-ui -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install oaustegard/claude-skills json-render-ui --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/json-render-ui .gemini/skills/json-render-ui && 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 "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .gemini/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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 oaustegard/claude-skills json-render-uiInstalls 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 oaustegard/claude-skills --skill json-render-ui -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/json-render-ui .github/skills/json-render-ui && 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 "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .github/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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 oaustegard/claude-skills --skill json-render-ui -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install oaustegard/claude-skills json-render-ui --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oaustegard/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/json-render-ui .opencode/skills/json-render-ui && 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 "json-render-ui" agent skill from https://github.com/oaustegard/claude-skills/tree/main/json-render-ui into .opencode/skills/json-render-ui/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "json-render-ui", 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.
json-render-uiGenerate guardrailed UI from natural language. An agent skill from oaustegard/claude-skills.
JSON Render UI is an agent skill from oaustegard/claude-skills. Generate guardrailed UI from natural language. Emits constrained JSON that a Preact runtime renders. Use when the request is for a dashboard with metrics, charts, or tables; an admin panel; a data visualization interface; or a form-based application.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files and assets (for example `README.md`, `assets/catalog.json` and `references/uitree-format.md`).
It sits in Data & Analytics, covering Data visualization. It works with Preact. The repository describes itself as: My collection of Claude skills. The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 559a6cd. 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 (its code samples are json).
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.
JSON Render UI loads about 2k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 423 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 oaustegard/claude-skills at commit 559a6cd, republished under its MIT licence (© oaustegard). 423 words, ~1,951 tokens.
.claude/skills/json-render-ui/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Transform natural language UI requests into working dashboards and applications. Claude acts as the translation layer (prompt → JSON), the skill provides the rendering runtime (JSON → UI).
Architecture:
User prompt → Claude (constrained by catalog) → UITree JSON → Preact renderer → UIClaude emits a UITree structure:
{
"root": "main",
"elements": {
"main": {
"key": "main",
"type": "Grid",
"props": { "columns": 2, "gap": "md" },
"children": ["metric1", "metric2"]
},
"metric1": {
"key": "metric1",
"type": "Metric",
"props": {
"label": "Revenue",
"valuePath": "/revenue",
"format": "currency"
}
},
"metric2": {
"key": "metric2",
"type": "Metric",
"props": {
"label": "Growth",
"valuePath": "/growth",
"format": "percent"
}
}
},
"data": {
"revenue": 125000,
"growth": 0.15
}
}Claude can ONLY use these components. This is the guardrail.
| Component | Props | Children | Description |
|---|---|---|---|
Card | title?, description?, padding?: sm|md|lg | Yes | Container with optional header |
Grid | columns?: 1-4, gap?: sm|md|lg | Yes | CSS grid layout |
Stack | direction?: horizontal|vertical, gap?: sm|md|lg, align?: start|center|end|stretch | Yes | Flexbox stack |
| Component | Props | Children | Description |
|---|---|---|---|
Metric | label, valuePath, format?: number|currency|percent, trend?: up|down|neutral, trendValue? | No | Single KPI display |
Chart | type: bar|line|pie|area, dataPath, title?, height? | No | Data visualization |
Table | dataPath, columns: [{key, label, format?: text|currency|date|badge}] | No | Tabular data |
List | dataPath, emptyMessage? | Yes | Rendered list from array |
| Component | Props | Children | Description |
|---|---|---|---|
Button | label, action, variant?: primary|secondary|danger|ghost, size?: sm|md|lg, disabled? | No | Clickable action |
Select | label?, bindPath, options: [{value, label}], placeholder? | No | Dropdown select |
DatePicker | label?, bindPath, placeholder? | No | Date input |
| Component | Props | Children | Description |
|---|---|---|---|
Heading | text, level?: h1|h2|h3|h4 | No | Section heading |
Text | content, variant?: body|caption|label, color?: default|muted|success|warning|danger | No | Text paragraph |
| Component | Props | Children | Description |
|---|---|---|---|
Badge | text, variant?: default|success|warning|danger|info | No | Status indicator |
Alert | type: info|success|warning|error, title, message?, dismissible? | No | Notification banner |
| Component | Props | Children | Description |
|---|---|---|---|
Divider | label? | No | Visual separator |
Empty | title, description?, action?, actionLabel? | No | Empty state |
Props ending in Path (e.g., valuePath, dataPath, bindPath) reference the data model using JSON Pointer syntax:
/revenue → data.revenue/users/0/name → data.users[0].name/filters/dateRange → data.filters.dateRangeAny element can have a visible property:
{
"type": "Alert",
"props": { "type": "error", "title": "Error" },
"visible": { "path": "/hasError" }
}Visibility expressions:
true / false — Static{ "path": "/some/path" } — Truthy check{ "and": [...] } — All conditions true{ "or": [...] } — Any condition true{ "not": {...} } — Negation{ "eq": [a, b] } — EqualityAnalyze the user's request and emit a UITree structure. Include sample data that matches the schema.
Create an HTML artifact that:
Start from assets/template.html, which already carries the embedded renderer —
there is no separate renderer.js to inline.
DO:
DO NOT:
User: "Create a sales dashboard with revenue, orders, and a chart showing monthly trends"
Claude outputs:
{
"root": "dashboard",
"elements": {
"dashboard": {
"key": "dashboard",
"type": "Stack",
"props": { "direction": "vertical", "gap": "lg" },
"children": ["header", "metrics", "chartCard"]
},
"header": {
"key": "header",
"type": "Heading",
"props": { "text": "Sales Dashboard", "level": "h1" }
},
"metrics": {
"key": "metrics",
"type": "Grid",
"props": { "columns": 3, "gap": "md" },
"children": ["revenue", "orders", "avgOrder"]
},
"revenue": {
"key": "revenue",
"type": "Card",
"props": { "padding": "md" },
"children": ["revenueMetric"]
},
"revenueMetric": {
"key": "revenueMetric",
"type": "Metric",
"props": {
"label": "Total Revenue",
"valuePath": "/revenue",
"format": "currency",
"trend": "up",
"trendValue": "12%"
}
},
"orders": {
"key": "orders",
"type": "Card",
"props": { "padding": "md" },
"children": ["ordersMetric"]
},
"ordersMetric": {
"key": "ordersMetric",
"type": "Metric",
"props": {
"label": "Orders",
"valuePath": "/orders",
"format": "number"
}
},
"avgOrder": {
"key": "avgOrder",
"type": "Card",
"props": { "padding": "md" },
"children": ["avgMetric"]
},
"avgMetric": {
"key": "avgMetric",
"type": "Metric",
"props": {
"label": "Avg Order Value",
"valuePath": "/avgOrderValue",
"format": "currency"
}
},
"chartCard": {
"key": "chartCard",
"type": "Card",
"props": { "title": "Monthly Trends", "padding": "md" },
"children": ["chart"]
},
"chart": {
"key": "chart",
"type": "Chart",
"props": {
"type": "line",
"dataPath": "/monthlyData",
"height": 300
}
}
},
"data": {
"revenue": 284500,
"orders": 1247,
"avgOrderValue": 228,
"monthlyData": [
{ "month": "Jan", "value": 18000 },
{ "month": "Feb", "value": 22000 },
{ "month": "Mar", "value": 28000 },
{ "month": "Apr", "value": 24000 },
{ "month": "May", "value": 32000 }
]
}
}Then wrap in the artifact template from assets/template.html.
assets/template.html — Complete artifact template with embedded rendererassets/catalog.json — Machine-readable component schemasreferences/uitree-format.md — Detailed UITree specification© oaustegard, 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 4 other files (references, assets) in json-render-ui of oaustegard/claude-skills.
Open the folder on GitHubat commit 559a6cd
JSON Render UI 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 |
|---|---|---|---|---|---|---|
| JSON Render UI this skilloaustegard/claude-skills | 150 | — | ~2k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Chart Visualizationbytedance/deer-flow | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | |
| Scientific Visualizationmims-harvard/OptimusKG | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | |
| SeabornzLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Plot From DataTrae1ounG/paper-plot-skills | 861 | 1 repos | ~583 | Automated safety check: Pass | None |
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
bytedance/deer-flow
Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script.
mims-harvard/OptimusKG
Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.
zLanqing/codex-claude-academic-skills
Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.
Trae1ounG/paper-plot-skills
Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.
ChenLiu-1996/figures4papers
Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with this…
oaustegard/claude-skills
Deprecated sampler that captures short windows of the Bluesky firehose, clusters trending terms and builds an HTML report; replaced by the browsing-bluesky skill.
oaustegard/claude-skills
Builds interactive Vega-Lite charts from uploaded data: analyzes the fields, picks five to ten fitting chart types, and produces a React artifact with the data embedded inline.
oaustegard/claude-skills
Builds self-contained single-file HTML pages such as reports, decks, postmortems, flowcharts and prototypes from a small spec using a bundled Python composer and templates.
oaustegard/claude-skills
Rewrites model-sounding prose into plain technical writing and checks that every claim survives, for PR text, docs, commit messages and similar drafts.
oaustegard/claude-skills
Zero-shot univariate time series forecasting using the Reverso foundation model (NumPy/Numba CPU-only inference).
oaustegard/claude-skills
Guides building standards-based Preact apps with native-first choices, HTM syntax, import maps and vendored ESM, from single-file demos to larger builds.
Works with
Categories
Generate guardrailed UI from natural language. An agent skill from oaustegard/claude-skills. JSON Render UI is an agent skill from oaustegard/claude-skills. Generate guardrailed UI from natural language.
JSON Render UI fits situations like: the request is for a dashboard with metrics; A data visualization interface; A form-based application.
Run `npx skills add oaustegard/claude-skills --skill json-render-ui -a claude-code`. Or copy the skill folder (json-render-ui in oaustegard/claude-skills) into .claude/skills/json-render-ui in your project. Claude Code loads it when a task matches its description.
Run `npx skills add oaustegard/claude-skills --skill json-render-ui -a codex`. Or copy the skill folder (json-render-ui in oaustegard/claude-skills) into .agents/skills/json-render-ui 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 oaustegard/claude-skills --skill json-render-ui -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/json-render-ui, .gemini/skills/json-render-ui, .github/skills/json-render-ui and .opencode/skills/json-render-ui in your project.
SKILL.md names no scripts, command-line tools or credentials: JSON Render UI 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.
JSON Render UI is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.8k 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 1.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with JSON Render UI: Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Chart Visualization (bytedance/deer-flow, 83k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars) and Seaborn (zLanqing/codex-claude-academic-skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
oaustegard (a GitHub user) maintains it in oaustegard/claude-skills, which has 150 GitHub stars. The repository holds 93 skills in this directory. The repository was last updated on October 2, 2026.
Source: oaustegard/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.