# unbiased

> Use this tool when you need to provide a concise overview of a developer's experience and skills to AI agents like Claude and Cursor. It reads a GitHub profile and generates a single URL that shares developer context, including tech stack, projects, and experience. This simplifies the process of sharing developer information with MCP clients, saving time and reducing bias.

Canonical page: https://skillsregistry.net/skills/shaurya-afk-unbiased  
JSON: https://api.skillsregistry.net/v1/skills/shaurya-afk-unbiased

## Description

Reads your GitHub profile and provides developer context (stack, projects, experience) to MCP clients like Claude and Cursor via a single URL.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/drmy6zd11n)
- **Repository:** <https://github.com/shaurya-afk/unbiased>

## 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": "shaurya-afk-unbiased"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shaurya-afk-unbiased` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shaurya-afk-unbiased/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