# Sherpa

> Sherpa — piotrlangowski-sherpa. Use this tool when you need to calculate the return on investment (ROI) of AI features to inform project decisions and optimize resource allocation. Sherpa solves problems related to evaluating the financial impact of AI initiatives, providing a data-driven approach to prioritization and budgeting. It accepts input via Claude Desktop or as a standalone application, outputting actionable ROI insights to guide strategic planning.

Canonical page: https://skillsregistry.net/skills/piotrlangowski-sherpa  
JSON: https://api.skillsregistry.net/v1/skills/piotrlangowski-sherpa

## Description

Sherpa is an ROI Calculator for AI Features that works via Claude Desktop or as Standalone

## Trust

- **Trust score (0–1):** 0.75
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/piotrlangowski/Sherpa)

## 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": "piotrlangowski-sherpa"
    }
  }
}
```

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

---
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