# cybersentinel-pydantic-logfire

> cybersentinel-pydantic-logfire — jesminet-cybersentinel-pydantic-logfire. Use this tool when you need to detect adversarial and statistical drifts in AI systems, or monitor session management and observability in real-time. It solves problems related to AI model reliability and security by providing JSON artifact logging and integration with MCP tools. The cybersentinel-pydantic-logfire agent takes in AI model inputs and outputs JSON logs and alerts, making it ideal for use cases requiring proactive AI model monitoring and drift detection.

Canonical page: https://skillsregistry.net/skills/jesminet-cybersentinel-pydantic-logfire  
JSON: https://api.skillsregistry.net/v1/skills/jesminet-cybersentinel-pydantic-logfire

## Description

Assessment prototype agent built with Pydantic AI, featuring session management, Logfire observability, adversarial and statistical drift detection, JSON artifact logging and MCP tool integration.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/JesmineT/cybersentinel-pydantic-logfire)

## 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": "jesminet-cybersentinel-pydantic-logfire"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jesminet-cybersentinel-pydantic-logfire` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jesminet-cybersentinel-pydantic-logfire/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