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.
Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.
Install Embedding Static
$ npx skills add exelearning/exelearning --skill embedding-static -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install exelearning/exelearning embedding-static --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/exelearning/exelearning.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/embedding-static .claude/skills/embedding-static && 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 "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .claude/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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/exelearning/exelearning/tree/main/.agents/skills/embedding-staticType 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 exelearning/exelearning --skill embedding-static -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install exelearning/exelearning embedding-static --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/exelearning/exelearning.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/embedding-static .agents/skills/embedding-static && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .agents/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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 exelearning/exelearning --skill embedding-static -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install exelearning/exelearning embedding-static --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/exelearning/exelearning.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/embedding-static .cursor/skills/embedding-static && 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 "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .cursor/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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/exelearning/exelearning.git --path .agents/skills/embedding-static--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 exelearning/exelearning --skill embedding-static -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install exelearning/exelearning embedding-static --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/exelearning/exelearning.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/embedding-static .gemini/skills/embedding-static && 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 "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .gemini/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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 exelearning/exelearning embedding-staticInstalls 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 exelearning/exelearning --skill embedding-static -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/exelearning/exelearning.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/embedding-static .github/skills/embedding-static && 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 "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .github/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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 exelearning/exelearning --skill embedding-static -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install exelearning/exelearning embedding-static --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/exelearning/exelearning.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/embedding-static .opencode/skills/embedding-static && 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 "embedding-static" agent skill from https://github.com/exelearning/exelearning/tree/main/.agents/skills/embedding-static into .opencode/skills/embedding-static/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "embedding-static", 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
embedding-static- GitHub stars
- 146
- Token cost
- ~465 tokens
- SKILL.md length
- 210 words
- Files
- 1
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.
- Tasks that involve Embeddings
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Embedding Static is an agent skill from exelearning/exelearning. Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.
Its SKILL.md is about 470 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: eXeLearning is an AGPL-licensed free/libre tool to create and publish open educational resources. The licence is AGPL-3.0.
When your agent uses it
- Tasks that involve Embeddings
Example prompts
- “/embedding-static”
What it can do on your machine
Read from SKILL.md and the folder at commit 319b5d2. 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.
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
Embedding Static loads about 465 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 210 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
The full file from exelearning/exelearning at commit 319b5d2, republished under its AGPL-3.0 licence (© exelearning). 210 words, ~465 tokens.
Download SKILL.mdSave it as
.claude/skills/embedding-static/SKILL.md (or your agent's skills folder).- name
- embedding-static
- description
- Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.
Static and embedded editor
Read public/app/core/RuntimeConfig.js, Capabilities.js, EmbeddingBridge.js, their Vitest tests,
scripts/build-static-bundle.ts, and doc/development/embedding.md.
- Determine web, static, desktop and embedded capabilities through existing configuration. A static editor has no server API; do not gate features only on a URL or assume a backend exists in an iframe.
- Follow the bridge's actual message names, payloads, correlation and save/load/error handling. Keep host communication separate from messages originating in uploaded previews or other frames.
- Inspect actual origin/source validation and trusted-origin setup before claiming messages are authenticated. An empty trusted-origin list currently has permissive semantics; documentation must not claim an unconditional origin restriction. Treat any security-contract change as a separate implementation decision.
- Preserve explicit save state, cancellation, failed import recovery and unsaved-change warnings. A host request finishing is not proof the package was stored; report the actual bridge outcome.
- Keep the static resource manifest, bundles, service worker and path/base URL handling consistent. Do not assume a server-only fallback repairs missing static assets.
- Clean up listeners and resources when the bridge/editor is destroyed or reinitialized.
Run the core config/capability/bridge Vitest tests and the static builder's relevant specs. Exercise static
E2E plus an embedding harness for load/edit/save/cancel/failure and unwanted message sources when changing
behavior. Use verify-change; building the server alone does not validate the embedded distribution.
© exelearning, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/embedding-static of exelearning/exelearning.
Open the folder on GitHubat commit 319b5d2
Compare with similar skills
Embedding Static 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 |
|---|---|---|---|---|---|---|
| Embedding Static this skillexelearning/exelearning | 146 | — | ~465 | Automated safety check: Pass | AGPL-3.0 | |
| 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 |
Similar skills
CLIP Image-Text Matching
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.
- Official
SageMaker Serving Image Selection
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.
Codebase Management
giancarloerra/SocratiCode
Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.
- Official
Sentence-Transformers Training Router
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.
Mashup Mods
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Build cross-game mashups and total conversions, the "Minecraft inside Elden Ring" or "skateboarding in MW2" kind.
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Related
Categories
Questions about Embedding Static
What does Embedding Static do?
Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration. Embedding Static is an agent skill from exelearning/exelearning. Change eXeLearning static runtime capabilities, iframe host communication, embedded save/load or preview integration.
When should I use Embedding Static?
Embedding Static fits situations like: tasks that involve Embeddings.
How do I install Embedding Static in Claude Code?
Run `npx skills add exelearning/exelearning --skill embedding-static -a claude-code`. Or copy the skill folder (.agents/skills/embedding-static in exelearning/exelearning) into .claude/skills/embedding-static in your project. Claude Code loads it when a task matches its description.
How do I install Embedding Static in Codex?
Run `npx skills add exelearning/exelearning --skill embedding-static -a codex`. Or copy the skill folder (.agents/skills/embedding-static in exelearning/exelearning) into .agents/skills/embedding-static in your project. Codex loads it when a task matches its description.
Can I use Embedding Static 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 exelearning/exelearning --skill embedding-static -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/embedding-static, .gemini/skills/embedding-static, .github/skills/embedding-static and .opencode/skills/embedding-static in your project.
What does Embedding Static need to run?
SKILL.md names no scripts, command-line tools or credentials: Embedding Static is instructions for the agent only.
Does Embedding Static 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 Embedding Static 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 Embedding Static use?
Embedding Static is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Embedding Static use?
About 465 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Embedding Static?
Skills that share tags, products or a category with Embedding Static: 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.
Who maintains Embedding Static?
exelearning (a GitHub organization) maintains it in exelearning/exelearning, which has 146 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 7, 2026.
Source: exelearning/exelearning on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.