# agent-finops-sandbox

> agent-finops-sandbox — cj445-agent-finops-sandbox. Use this tool when you need to evaluate the financial and operational efficiency of autonomous coding agents, such as Claude Code. It provides an infrastructure layer to measure true FinOps costs, cache economics, and risk-aware routing, helping you optimize agent performance and cost management. Ideal for use cases involving git-based code development and deployment, where accurate cost assessment and risk mitigation are crucial.

Canonical page: https://skillsregistry.net/skills/cj445-agent-finops-sandbox  
JSON: https://api.skillsregistry.net/v1/skills/cj445-agent-finops-sandbox

## Description

An evaluation infrastructure layer for autonomous coding agents. Measure true FinOps costs, cache economics, and risk-aware routing for Claude Code.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **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/CJ445/agent-finops-sandbox)

## 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": "cj445-agent-finops-sandbox"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cj445-agent-finops-sandbox` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cj445-agent-finops-sandbox/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