# brunosouto1108

> brunosouto1108 — bsouto319-brunosouto1108. Use this tool when you need to automate and optimize agent performance, as it improves itself continuously, even outside of active use. It solves problems related to inefficient agent management and limited self-improvement capabilities. With automated input and output processing, it streamlines agent optimization, making it ideal for use cases requiring continuous improvement and minimal manual intervention.

Canonical page: https://skillsregistry.net/skills/bsouto319-brunosouto1108  
JSON: https://api.skillsregistry.net/v1/skills/bsouto319-brunosouto1108

## Description

The only agent framework that improves itself while you sleep.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-23

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** other
- **Updated:** 2026-09-14

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/bsouto319-brunosouto1108)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bsouto319-brunosouto1108"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bsouto319-brunosouto1108` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bsouto319-brunosouto1108/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt