# JDD-Agent OS

> JDD-Agent OS — amit11-ibm-jdd-agent-os. Use this tool when you need to streamline the development and deployment of AI agents, as it discovers, tests, and governs their evolution. The JDD-Agent OS solves problems related to AI model evaluation and promotion, integrating with LocalLLM-MCP for real or simulated testing. It takes in AI models and outputs improved, versioned agents, making it ideal for use cases requiring continuous AI model optimization and refinement.

Canonical page: https://skillsregistry.net/skills/amit11-ibm-jdd-agent-os  
JSON: https://api.skillsregistry.net/v1/skills/amit11-ibm-jdd-agent-os

## Description

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

## Trust

- **Trust score (0–1):** 0.18
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ywpi48zhlx)
- **Repository:** <https://github.com/amit11-ibm/JDD-Agent-OS-MCP>

## 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": "amit11-ibm-jdd-agent-os"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/amit11-ibm-jdd-agent-os` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/amit11-ibm-jdd-agent-os/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