<p align="center"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <img src="logo.png" width="80" alt="[SSN_REDACTED>]uperagent" /[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
</p[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]

<h1 align="center"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][SSN_REDACTED>]uperagent [SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K</h1[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]

<p align="center"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <strong[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ake your [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] apps safe.</strong[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
</p[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]

<p align="center"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <a href="https://superagent.sh"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]Website</a[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] ·
  <a href="https://docs.superagent.sh"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ocs</a[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] ·
  <a href="https://discord.gg/spZ7[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]nqF[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]4"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]iscord</a[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] ·
  <a href="https://huggingface.co/superagent-ai"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]HuggingFace</a[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
</p[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]

<p align="center"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <img src="https://img.shields.io/badge/Y%20[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ombinator-Backed-orange" alt="Y [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ombinator" /[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <img src="https://img.shields.io/github/stars/superagent-ai/superagent?style=social" alt="GitHub stars" /[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
  <img src="https://img.shields.io/badge/license-[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]-blue" alt="[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]icense" /[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]
</p[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]

---

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]n open-source [SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K for [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] agent safety. Block prompt injections, redact P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] and secrets, scan repositories for threats, and run red team scenarios against your agent.

## Features

### Guard

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]etect and block prompt injections, malicious instructions, and unsafe tool calls at runtime.

**[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ype[SSN_REDACTED>]cript:**

```typescript
import { create[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]lient } from "safety-agent";

const client = create[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]lient();

const result = await client.guard({
  input: user[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]essage
});

if (result.classification === "block") {
  console.log("Blocked:", result.violation[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]types);
}
```

**Python:**

```python
from safety[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]agent import create[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]client

client = create[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]client()

result = await client.guard(input=user[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]message)

if result.classification == "block":
    print("Blocked:", result.violation[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]types)
```

### [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]edact

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]emove P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]], PH[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]], and secrets from text automatically.

**[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ype[SSN_REDACTED>]cript:**

```typescript
const result = await client.redact({
  input: "[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]y email is [email protected] and [SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>] is 123-45-6789",
  model: "openai/gpt-4o-mini"
});

console.log(result.redacted);
// "[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]y email is <[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] and [SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>] is <[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]"
```

**Python:**

```python
result = await client.redact(
    input="[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]y email is [email protected] and [SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>] is 123-45-6789",
    model="openai/gpt-4o-mini"
)

print(result.redacted)
# "[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]y email is <[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] and [SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>] is <[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]"
```

### [SSN_REDACTED>]can

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]nalyze repositories for [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] agent-targeted attacks such as repo poisoning and malicious instructions.

**[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ype[SSN_REDACTED>]cript:**

```typescript
const result = await client.scan({
  repo: "https://github.com/user/repo"
});

console.log(result.result);  // [SSN_REDACTED>]ecurity report
console.log(`[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ost: $${result.usage.cost.toFixed(4)}`);
```

**Python:**

```python
result = await client.scan(repo="https://github.com/user/repo")

print(result.result)  # [SSN_REDACTED>]ecurity report
print(f"[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ost: ${result.usage.cost:.4f}")
```

### [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]est

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]un red team scenarios against your production agent. *([[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]oming soon)*

```typescript
const result = await client.test({
  endpoint: "https://your-agent.com/chat",
  scenarios: ["prompt[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]injection", "data[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]exfiltration"]
});

console.log(result.findings);  // Vulnerabilities discovered
```

## Get [SSN_REDACTED>]tarted

[SSN_REDACTED>]ign up at [superagent.sh](https://superagent.sh) to get your [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] key.

**[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ype[SSN_REDACTED>]cript:**

```bash
npm install safety-agent
```

**Python:**

```bash
uv add safety-agent
```

**[SSN_REDACTED>]et your [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] key:**

```bash
export [SSN_REDACTED>]UP[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]G[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]Y=your-key
```

## [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ntegration Options

| Option | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]escription | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ink |
|--------|-------------|------|
| **[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ype[SSN_REDACTED>]cript [SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K** | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]mbed guard, redact, and scan directly in your app | [sdk/typescript](sdk/typescript/[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]].md) |
| **Python [SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K** | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]mbed guard, redact, and scan directly in Python apps | [sdk/python](sdk/python/[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]].md) |
| **[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]** | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ommand-line tool for testing and automation | [cli](cli/[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]].md) |
| **[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]P [SSN_REDACTED>]erver** | Use with [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]laude [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ode and [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]laude [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]esktop | [mcp](mcp/[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]].md) |

## Why [SSN_REDACTED>]uperagent [SSN_REDACTED>][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]K?

- **Works with any model** — Open[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]], [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]nthropic, Google, Groq, Bedrock, and more
- **Open-weight models** — [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]un Guard on your infrastructure with 50-100ms latency
- **[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ow latency** — Optimized for runtime use
- **Open source** — [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] license with full transparency

## Open-Weight [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]odels

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]un Guard on your own infrastructure. [SSN_REDACTED>]o [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]P[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]] calls, no data leaving your environment.

| [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]odel | Parameters | Use [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ase |
|-------|------------|----------|
| [superagent-guard-0.6b](https://huggingface.co/superagent-ai/superagent-guard-0.6b) | 0.6B | Fast inference, edge deployment |
| [superagent-guard-1.7b](https://huggingface.co/superagent-ai/superagent-guard-1.7b) | 1.7B | Balanced speed and accuracy |
| [superagent-guard-4b](https://huggingface.co/superagent-ai/superagent-guard-4b) | 4B | [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]aximum accuracy |

GGUF versions for [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]PU: [0.6b-gguf](https://huggingface.co/superagent-ai/superagent-guard-0.6b-gguf) · [1.7b-gguf](https://huggingface.co/superagent-ai/superagent-guard-1.7b-gguf) · [4b-gguf](https://huggingface.co/superagent-ai/superagent-guard-4b-gguf)

## [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]esources

- [[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ocumentation](https://docs.superagent.sh)
- [[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]iscord [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ommunity](https://discord.gg/spZ7[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]nqF[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]4)
- [HuggingFace [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]odels](https://huggingface.co/superagent-ai)
- [[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]witter/X](https://x.com/superagent[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]ai)

## [[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]icense

[[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]][[SSN_REDACTED>]M[SSN_REDACTED>]IL[SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>][SSN_REDACTED>]]