ai-infrastructure-hugg…
Hugging Face Inference SDK patterns for TypeScript/Node.js — InferenceClient setup, chat completion, text generation, streaming,…
Graph-relational database with EdgeQL query language, code-first schema, link-based relations, computed properties, and fully typed TypeScript query builder
Claude Code
$ npx -y skills add agents-inc/skills --skill api-database-edgedb --agent claude-code
Codex
$ npx skills add agents-inc/skills --skill api-database-edgedb -a codex -y
Cursor
$ npx skills add agents-inc/skills --skill api-database-edgedb -a cursor -y
Gemini CLI
$ npx skills add agents-inc/skills --skill api-database-edgedb -a gemini-cli -y
GitHub Copilot
$ npx skills add agents-inc/skills --skill api-database-edgedb -a github-copilot -y
OpenCode
$ npx skills add agents-inc/skills --skill api-database-edgedb -a opencode -y
Windsurf
$ npx skills add agents-inc/skills --skill api-database-edgedb -a windsurf -y
name: api-database-edgedb description: Graph-relational database with EdgeQL query language, code-first schema, link-based relations, computed properties, and fully typed TypeScript query builder
> **Quick Guide:** Gel (formerly EdgeDB) is a graph-relational database built on PostgreSQL. Define schemas in `.gel` files using SDL with types, links, and computed properties. Use `gel migration create` + `gel migrate` for schema changes. Query with EdgeQL (set-based, deeply nested shapes) or the TypeScript query builder (`e.select`, `e.insert`). Everything in EdgeQL is a set -- empty sets need explicit casts, and operations on sets produce Cartesian products. Use `global` variables with access policies for row-level security. The query builder requires a running database for code generation (`npx @gel/generate edgeql-js`). > > **Naming:** EdgeDB was rebranded to **Gel** in February 2025. The `edgedb` npm package, CLI, and `.esdl` extension still work via compatibility shims, but new projects should use `gel`, `@gel/generate`, and `.gel` files.
---
<critical_requirements>
**(You MUST run `npx @gel/generate edgeql-js` after every `gel migrate` -- the generated query builder is based on the database schema and becomes stale after migrations)**
**(You MUST cast empty sets explicitly (`<str>{}`, `<int64>{}`) -- bare `{}` is a syntax error because EdgeQL is strongly typed and cannot infer the type of an empty set)**
**(You MUST understand that all EdgeQL values are sets -- operations on multi-valued expressions produce Cartesian products, not element-wise results)**
**(You MUST pass the transaction object `tx` (not `client`) to ALL query `.run()` calls inside `client.transaction()` -- using `client` inside a transaction runs queries outside the transaction)**
**(You MUST NOT use volatile functions like `datetime_current()` in schema-defined computed properties -- use `datetime_of_transaction()` or `datetime_of_statement()` instead)**
</critical_requirements>
---
**Auto-detection:** Gel, gel, EdgeDB, edgedb, EdgeQL, edgeql, .gel, .esdl, dbschema, edgeql-js, createClient, e.select, e.insert, e.update, e.delete, e.params, gel migrate, gel migration, edgedb migrate, SDL schema, backlink, access policy, gel.toml, edgedb.toml
**When to use:**
**Key patterns covered:**
**When NOT to use:**
**Detailed Resources:**
**Core Patterns:**
**Query Builder:**
**Advanced Schema:**
---
<philosophy>
Gel is a graph-relational database. It combines the relational model (tables, constraints, ACID) with a graph model (links between objects, deep traversal). The core idea: **relationships are first-class citizens, not join tables.**
**Core principles:**
1. **Schema is the source of truth** -- Define everything in `.gel` files (or `.esdl` for legacy projects). Migrations are auto-generated by comparing your schema files against the database state. 2. **Links over foreign keys** -- Use `link` to connect types. Gel handles the underlying foreign keys. You never write JOIN -- you traverse links with dot notation. 3. **Sets everywhere** -- Every value in EdgeQL is a set. A single string is a set of one element. This is the most important mental model shift from SQL. 4. **Shapes for projection** -- SELECT returns structured, nested objects (like GraphQL responses), not flat rows. You specify the "shape" of what you want. 5. **Computed properties are views** -- Computed properties and links are not stored; they are evaluated on every query. Use them for derived data. 6. **Query builder for TypeScript** -- The generated query builder provides compile-time type safety. Prefer it over raw EdgeQL strings in TypeScript projects.
**When to use Gel:**
**When NOT to use:**
</philosophy>
---
<patterns>
Create a client with `createClient()`
The official skills marketplace for Agents Inc. 230+ skills covering everything from React and Prisma to Redis, ElevenLabs, and infrastructure tooling. Pick the skills that match your stack and install them via Claude Code. Need more control?
Hugging Face Inference SDK patterns for TypeScript/Node.js — InferenceClient setup, chat completion, text generation, streaming,…
LiteLLM proxy server setup, TypeScript client patterns via OpenAI SDK, model routing, fallbacks, load balancing, spend tracking,…
Serverless GPU compute platform for AI model deployment — web endpoints, GPU functions, model serving, and TypeScript client…
Local LLM inference with the Ollama JavaScript client -- chat, streaming, tool calling, vision, embeddings, structured output,…
Replicate SDK patterns for TypeScript/Node.js -- client setup, predictions, streaming, webhooks, file handling, model versioning,…
Together AI SDK patterns for TypeScript — client setup, chat completions, streaming, structured output, function calling,…
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.