Documentation

Welcome to the MicroSkills World

Squillify gives your AI agents and LLM-powered systems a library of small, dependable, composable capabilities they can call the moment they need them. Create an API key and every MicroSkill in the catalog is ready for your agents to use within minutes.

No complex setup, no training, no prompting tricks — just reliable building blocks your agents can call over REST or the Model Context Protocol (MCP). Let’s get you started.

Try it right now

Want to see it in action? Call the text.slugifyMicroSkill with a single cURL command — that’s all it takes:

Requestbash

curl -X POST https://api.squillify.com/v1/execute \
  -H "X-API-Key: sq_live_your_key_here" \
  -H "Content-Type: application/json" \
  -d '{
    "skillKey": "text.slugify",
    "input": { "text": "Hello World — Welcome to Squillify!" }
  }'

Responsejson

{
  "output": { "slug": "hello-world-welcome-to-squillify" },
  "metadata": {
    "latency_ms": 3,
    "deterministic": true,
    "version": "1.0.0"
  }
}

Where would you like to go next?

MicroSkills Fundamentals

What MicroSkills are, why they matter, and how they work.

Getting Started

Set up your account and make your first MicroSkill invocation in under 5 minutes.

Authentication

Learn about API keys, scopes, and how to authenticate your AI systems.

MCP Connection

Connect via Model Context Protocol for native AI tool integration.

Assigning MicroSkills

Choose which MicroSkills each API key can run, and manage Capability Sets, including Starter sets.

Dynamic Skill Resolution

How Squillify lets AI agents access a large deterministic MicroSkill catalog without overloading their context window.

Adaptive Micro-Orchestration

How Squillify gives your agent contract-native guidance for choosing a skill, composing it, and recovering when a call can't complete.

Guided Failure Recovery

How a failed MicroSkill returns a machine-readable reason plus ranked, accessible skills your agent can call to repair the input and retry.

REST API

Full REST API reference with request/response schemas and examples.

Usage & Call Counting

How calls are counted, what each status means, execution credits, and which calls are metered and billed.

MicroSkills

Browse documentation for all MicroSkills.