DB
oracle/skills
Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows.
Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries.
Install Surrealdb Python
$ npx skills add aiskillstore/marketplace --skill surrealdb-python -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace surrealdb-python --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .claude/skills/surrealdb-python && 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 "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .claude/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-pythonType 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 aiskillstore/marketplace --skill surrealdb-python -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace surrealdb-python --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .agents/skills/surrealdb-python && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .agents/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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 aiskillstore/marketplace --skill surrealdb-python -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace surrealdb-python --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .cursor/skills/surrealdb-python && 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 "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .cursor/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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/aiskillstore/marketplace.git --path skills/activeinferenceinstitute/surrealdb-python--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 aiskillstore/marketplace --skill surrealdb-python -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace surrealdb-python --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .gemini/skills/surrealdb-python && 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 "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .gemini/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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 aiskillstore/marketplace surrealdb-pythonInstalls 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 aiskillstore/marketplace --skill surrealdb-python -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .github/skills/surrealdb-python && 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 "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .github/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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 aiskillstore/marketplace --skill surrealdb-python -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace surrealdb-python --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/activeinferenceinstitute/surrealdb-python .opencode/skills/surrealdb-python && 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 "surrealdb-python" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/activeinferenceinstitute/surrealdb-python into .opencode/skills/surrealdb-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "surrealdb-python", 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
surrealdb-python- GitHub stars
- 430
- Token cost
- ~2.6k tokens
- SKILL.md length
- 679 words
- Files
- 4 (incl. references)
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries.
- Works in 5 steps: Connection and Authentication → CRUD Operations → Graph Database Operations → …
- Working with SurrealDB databases
- SKILL.md covers Overview, When to Use This Skill, Core Capabilities and Workflow Patterns, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Surrealdb Python is an agent skill from aiskillstore/marketplace. Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries. Use when working with SurrealDB databases, implementing graph traversal, semantic search with embeddings, or building RAG applications.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/graph_operations.md`, `references/vector_search.md` and `skill-report.json`).
It sits in AI & LLM Engineering, covering Embeddings, Vector databases and Database administration. It works with SurrealDB and Python. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Working with SurrealDB databases
- Implementing graph traversal
- Semantic search with embeddings
- Building RAG applications
Example prompts
- “/surrealdb-python”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Connection and Authentication
- CRUD Operations
- Graph Database Operations
- Vector Search and Embeddings
- Real-Time Queries
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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 python).
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):
surrealdb.comgithub.compypi.org
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
Surrealdb Python loads about 2.6k tokens when it runs, and up to ~7.6k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 679 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 679 words (~2,633 tokens).
“SurrealDB is a multi-model database that combines document, graph, and vector search capabilities in a single system. This skill provides comprehensive guidance for working with SurrealDB 2.3.x using the Python SDK, covering standard database operations, graph relationships, vector similarity search…”
- name
- surrealdb-python
Files
SKILL.md and 3 other files (references) in skills/activeinferenceinstitute/surrealdb-python of aiskillstore/marketplace.
- SKILL.md
- references/graph_operations.md
- references/vector_search.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Compare with similar skills
Surrealdb Python 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 |
|---|---|---|---|---|---|---|
| Surrealdb Python this skillaiskillstore/marketplace | 430 | — | ~2.6k | Automated safety check: Pass | None | |
| DBoracle/skills | 872 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Retail Product Search Agentgoogle/adk-recipes | 10k | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Langchain RAGlangchain-ai/langchain-skills | 1.3k | 1 repos | ~3.9k | Automated safety check: Pass | MIT | |
| FAISS Similarity SearchOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~1.3k | Automated safety check: Pass | MIT |
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Retail Product Search Agent
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Builds a retail product search agent on Google Cloud, from catalog ingestion into BigQuery and Vector Search to ADK scaffolding, evaluation and Cloud Run deployment.
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INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system.
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Find Replace
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Investigating Codebases
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Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Categories
Questions about Surrealdb Python
What does Surrealdb Python do?
Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries. Surrealdb Python is an agent skill from aiskillstore/marketplace.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries.
When should I use Surrealdb Python?
Surrealdb Python fits situations like: working with SurrealDB databases; implementing graph traversal; semantic search with embeddings; building RAG applications.
How do I install Surrealdb Python in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill surrealdb-python -a claude-code`. Or copy the skill folder (skills/activeinferenceinstitute/surrealdb-python in aiskillstore/marketplace) into .claude/skills/surrealdb-python in your project. Claude Code loads it when a task matches its description.
How do I install Surrealdb Python in Codex?
Run `npx skills add aiskillstore/marketplace --skill surrealdb-python -a codex`. Or copy the skill folder (skills/activeinferenceinstitute/surrealdb-python in aiskillstore/marketplace) into .agents/skills/surrealdb-python in your project. Codex loads it when a task matches its description.
Can I use Surrealdb Python 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 aiskillstore/marketplace --skill surrealdb-python -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/surrealdb-python, .gemini/skills/surrealdb-python, .github/skills/surrealdb-python and .opencode/skills/surrealdb-python in your project.
What does Surrealdb Python need to run?
SKILL.md names no scripts, command-line tools or credentials: Surrealdb Python is instructions for the agent only. Our summary lists: Python 3.
Does Surrealdb Python access the network?
SKILL.md names 3 domains. As links in the text: surrealdb.com, github.com and pypi.org. This is read from the text; nothing was executed.
Is Surrealdb Python 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 Surrealdb Python use?
No licence was found for Surrealdb Python or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Surrealdb Python use?
About 2.6k tokens (SKILL.md is roughly 11k 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 5k tokens, read only when the agent opens those files.
What are the alternatives to Surrealdb Python?
Skills that share tags, products or a category with Surrealdb Python: DB (oracle/skills, 872 stars), Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), Retail Product Search Agent (google/adk-recipes, 10k stars) and Langchain RAG (langchain-ai/langchain-skills, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Surrealdb Python?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.