Chroma Vector Database
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Open-source, client-side code playground supporting 90+ languages/frameworks.
$ npx skills add live-codes/livecodes --skill livecodes -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install live-codes/livecodes livecodes --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/live-codes/livecodes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/livecodes .claude/skills/livecodes && 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 "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .claude/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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/live-codes/livecodes/tree/develop/.agents/skills/livecodesType 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 live-codes/livecodes --skill livecodes -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install live-codes/livecodes livecodes --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/live-codes/livecodes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/livecodes .agents/skills/livecodes && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .agents/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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 live-codes/livecodes --skill livecodes -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install live-codes/livecodes livecodes --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/live-codes/livecodes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/livecodes .cursor/skills/livecodes && 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 "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .cursor/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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/live-codes/livecodes.git --path .agents/skills/livecodes--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 live-codes/livecodes --skill livecodes -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install live-codes/livecodes livecodes --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/live-codes/livecodes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/livecodes .gemini/skills/livecodes && 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 "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .gemini/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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 live-codes/livecodes livecodesInstalls 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 live-codes/livecodes --skill livecodes -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/live-codes/livecodes.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/livecodes .github/skills/livecodes && 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 "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .github/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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 live-codes/livecodes --skill livecodes -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install live-codes/livecodes livecodes --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/live-codes/livecodes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/livecodes .opencode/skills/livecodes && 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 "livecodes" agent skill from https://github.com/live-codes/livecodes/tree/develop/.agents/skills/livecodes into .opencode/skills/livecodes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "livecodes", 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.
livecodesOpen-source, client-side code playground supporting 90+ languages/frameworks.
Livecodes is an agent skill from live-codes/livecodes. Open-source, client-side code playground supporting 90+ languages/frameworks. Runs entirely in the browser with SDK for embedding. Entry point for all LiveCodes skills.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Embeddings. The repository describes itself as: A Code Playground That Just Works! The licence is MIT.
Read from SKILL.md and the folder at commit 5754e89. 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.
Shell commands in SKILL.md call:
npmFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
cdn.jsdelivr.netFrom 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.
Livecodes loads about 1.8k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 201 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 live-codes/livecodes at commit 5754e89, republished under its MIT licence (© live-codes). 201 words, ~1,757 tokens.
.claude/skills/livecodes/SKILL.md (or your agent's skills folder).LiveCodes is a feature-rich, open-source, client-side code playground that runs entirely in the browser. No server required. Supports 90+ languages/frameworks with a powerful SDK for embedding in any web application.
CRITICAL: LiveCodes runs CLIENT-SIDE. No server, no build step, no backend. Do not confuse with server-based playgrounds.
CRITICAL: All SDK methods are async (return Promises). Always
awaitthem or use.then().
| Task | Sub-Skill |
|---|---|
| Quick start for beginners | livecodes/getting-started/SKILL.md |
| Create embedded playgrounds | livecodes/sdk-embedding/SKILL.md |
| Use SDK methods (run, getCode, setConfig, watch) | livecodes/sdk-methods/SKILL.md |
| Compress/decompress config utilities | livecodes/sdk-embedding/SKILL.md |
| Configure via Config object, query params | livecodes/configuration/SKILL.md |
| Choose display mode (full, simple, result, etc.) | livecodes/display-modes/SKILL.md |
| Run playgrounds without visible UI | livecodes/headless-mode/SKILL.md |
| Import/export code (GitHub, gists, files) | livecodes/import-export/SKILL.md |
| Work with 90+ languages and processors | livecodes/language-support/SKILL.md |
| Import npm packages without bundler | livecodes/module-resolution/SKILL.md |
| Write and run tests in the playground | livecodes/testing/SKILL.md |
| Use with React, Vue, Svelte, Solid, Preact | livecodes/framework-wrappers/SKILL.md |
| Integrate with docs sites (Docusaurus, Astro) | livecodes/markdown-integration/SKILL.md |
| Self-host on your own server | livecodes/self-hosting/SKILL.md |
| Preview PRs in LiveCodes (GitHub Action) | livecodes/gh-action/SKILL.md |
New to LiveCodes?
→ livecodes/getting-started
Need to embed a playground in your app?
→ livecodes/sdk-embedding
Need to control playground programmatically?
→ livecodes/sdk-methods
Need to configure project content (languages, theme, etc.)?
→ livecodes/configuration
Need to show code readonly or result-only?
→ livecodes/display-modes
Need to run playground without any UI?
→ livecodes/headless-mode
Need to use React/Vue/Svelte/etc.?
→ livecodes/framework-wrappers
Need to import npm packages or external modules?
→ livecodes/module-resolution
Need a specific language (Python, SASS, TypeScript)?
→ livecodes/language-support
Need to run tests in the playground?
→ livecodes/testing
Need to import code from GitHub/URL or export?
→ livecodes/import-export
Need to add playgrounds to markdown docs?
→ livecodes/markdown-integration
Need to host LiveCodes on your own server?
→ livecodes/self-hosting
Need to preview PR changes in playgrounds?
→ livecodes/gh-action<!doctype html>
<html>
<head>
<title>LiveCodes Demo</title>
</head>
<body>
<div id="container"></div>
<script type="module">
import { createPlayground } from 'https://cdn.jsdelivr.net/npm/livecodes';
createPlayground('#container', {
config: {
markup: { language: 'html', content: '<h1>Hello LiveCodes!</h1>' },
style: { language: 'css', content: 'h1 { color: blue; }' },
script: { language: 'javascript', content: 'console.log("Hello!");' },
},
});
</script>
</body>
</html>npm install livecodesimport { createPlayground } from 'livecodes';
const playground = await createPlayground('#container', {
config: {
markup: { language: 'html', content: '<h1>Hello!</h1>' },
},
});
// SDK methods are async - always await
await playground.run();
const code = await playground.getCode();import { useState } from 'react';
import LiveCodes from 'livecodes/react';
export default function App() {
const [playground, setPlayground] = useState(null);
return (
<>
<LiveCodes
config={{ markup: { language: 'html', content: '<h1>Hello!</h1>' } }}
sdkReady={setPlayground}
/>
<button onClick={() => playground?.run()}>Run</button>
</>
);
}// WRONG - code is a Promise, not actual code
const code = playground.getCode();
console.log(code.markup); // undefined!
// CORRECT - await the Promise
const code = await playground.getCode();
console.log(code.markup.content); // '<h1>Hello!</h1>'// WRONG - container doesn't exist yet
createPlayground('#container', { config }); // throws if #container not in DOM
// CORRECT - ensure container exists
const container = document.querySelector('#container');
if (container) {
createPlayground('#container', { config });
}
// OR use headless mode if no UI needed
createPlayground({ headless: true, config });// WRONG - appUrl is not a config property
createPlayground('#container', {
config: {
appUrl: 'https://my-server.com', // ERROR: wrong place
},
});
// CORRECT - appUrl is an EmbedOption, not config
createPlayground('#container', {
appUrl: 'https://my-server.com', // EmbedOptions
config: {
// Config
markup: { language: 'html', content: '<h1>Hi</h1>' },
},
});// WRONG - two different React instances
import React from 'react'; // esm.sh
import { createRoot } from 'skypack:react-dom/client'; // Different React!
// CORRECT - use same CDN consistently
import React from 'react';
import { createRoot } from 'react-dom/client'; // Both from esm.sh (default)© live-codes, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/livecodes of live-codes/livecodes.
Open the folder on GitHubat commit 5754e89
Livecodes 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 |
|---|---|---|---|---|---|---|
| Livecodes this skilllive-codes/livecodes | 1.5k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~2.3k | Automated safety check: Pass | MIT | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~1.7k | Automated safety check: Pass | MIT | |
| SageMaker Serving Image Selectionhuggingface/skills | 11k | 1 repos | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Codebase Managementgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.8k | Automated safety check: Pass | AGPL-3.0 | |
| Sentence-Transformers Training Routerhuggingface/skills | 11k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 |
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Orchestra-Research/AI-Research-SKILLs
Explains OpenAI's CLIP model for zero-shot image classification, image-text similarity, semantic image search and content moderation, with install steps and code patterns.
huggingface/skills
Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones.
giancarloerra/SocratiCode
Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.
huggingface/skills
Routes a sentence-transformers training task to the right model type and required reference docs and example scripts, covering bi-encoders, rerankers, sparse and multi-vector models.
JimLiu/science-skills
Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al.
live-codes/livecodes
Work with 90+ supported languages, compilers, CSS processors, and WASM-compiled languages for markup, style, and script editors.
live-codes/livecodes
Configure playground behavior through Config object, query parameters, EmbedOptions, editor settings, processors, external resources, and custom settings.
live-codes/livecodes
Configure how the playground is displayed: full, focus, simple, lite, editor, codeblock, and result modes.
live-codes/livecodes
Use SDK with React, Vue, Svelte, Solid, Preact, and Web Components.
live-codes/livecodes
Quick start for standalone app at livecodes.io, embedding playgrounds with CDN or npm, and self-hosting basics.
live-codes/livecodes
Use the "Preview in LiveCodes" GitHub Action to generate preview playground links for pull request code changes.
Categories
Open-source, client-side code playground supporting 90+ languages/frameworks. Livecodes is an agent skill from live-codes/livecodes. Open-source, client-side code playground supporting 90+ languages/frameworks.
Livecodes fits situations like: tasks that involve Embeddings.
Run `npx skills add live-codes/livecodes --skill livecodes -a claude-code`. Or copy the skill folder (.agents/skills/livecodes in live-codes/livecodes) into .claude/skills/livecodes in your project. Claude Code loads it when a task matches its description.
Run `npx skills add live-codes/livecodes --skill livecodes -a codex`. Or copy the skill folder (.agents/skills/livecodes in live-codes/livecodes) into .agents/skills/livecodes 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 live-codes/livecodes --skill livecodes -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/livecodes, .gemini/skills/livecodes, .github/skills/livecodes and .opencode/skills/livecodes in your project.
Going by SKILL.md and its folder, Livecodes needs the command-line tools its instructions call (npm). Our summary lists: Node.js.
SKILL.md names 1 domain. In commands or code: cdn.jsdelivr.net; the agent is likely to contact it when it follows the instructions. 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.
Livecodes is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Livecodes: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars), SageMaker Serving Image Selection (huggingface/skills, 11k stars) and Codebase Management (giancarloerra/SocratiCode, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
live-codes (a GitHub organization) maintains it in live-codes/livecodes, which has 1,512 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 6, 2026.
Source: live-codes/livecodes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.