# agent-synthesizer

> agent-synthesizer — rylena-agent-synthesizer. Use this tool when you need to enhance autonomy and boost execution throughput in OpenClaw systems. The Agent Synthesizer improves performance by optimizing agent configuration and enabling advanced automation capabilities. It accepts system parameters and configuration inputs, generating optimized agent settings as output to streamline workflow execution.

Canonical page: https://skillsregistry.net/skills/rylena-agent-synthesizer  
JSON: https://api.skillsregistry.net/v1/skills/rylena-agent-synthesizer

## Description

Enable and configure Agent Synthesizer for OpenClaw to improve autonomy and execution throughput.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** other
- **Updated:** 2026-09-26

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/rylena-agent-synthesizer)

## 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": "rylena-agent-synthesizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rylena-agent-synthesizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rylena-agent-synthesizer/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