# technical-impact-analyst

> Use this tool when you need to evaluate the technical expertise of individuals or teams based on their GitHub contributions. It analyzes code repositories and maps skills to the Karpathy framework, providing metrics and alignment scores to inform hiring, project staffing, or skill development decisions. The tool takes GitHub data as input and outputs detailed executive summaries and skill assessments.

Canonical page: https://skillsregistry.net/skills/gaells-mcp-github-performance-review  
JSON: https://api.skillsregistry.net/v1/skills/gaells-mcp-github-performance-review

## Description

Analyzes GitHub contributions and maps them to the Karpathy Skills framework, providing metrics, alignment scores, and executive summaries.

## Trust

- **Trust score (0–1):** 0.61
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/o5uwrnv7iv)
- **Repository:** <https://github.com/Gaells/mcp-github-performance-review>

## 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": "gaells-mcp-github-performance-review"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gaells-mcp-github-performance-review` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gaells-mcp-github-performance-review/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