# Autonomous Lab

> Autonomous Lab — albert-ying-autonomous-lab. Use this tool when you need to automate knowledge work workflows and enhance productivity with AI-powered collaboration. Autonomous Lab solves problems related to research, software development, and scientific writing by deploying complementary AI agents in senior and junior roles. It integrates with existing coding environments, accepting task inputs and producing automated outputs while allowing human editorial oversight.

Canonical page: https://skillsregistry.net/skills/albert-ying-autonomous-lab  
JSON: https://api.skillsregistry.net/v1/skills/albert-ying-autonomous-lab

## Description

Autonomous Lab deploys AI agents in complementary senior and junior roles to automate knowledge work workflows. It runs within existing coding environments like Cursor and Claude Code, establishing an iterative loop where two AI personas collaborate on tasks while a human maintains editorial oversight. The framework supports configurable character profiles with modular skill containers across domains including research, software development, and scientific writing.

## Trust

- **Trust score (0–1):** 0.33
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/albert-ying-autonomous-lab)
- **Repository:** <https://github.com/albert-ying/autonomous-lab>

## 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": "albert-ying-autonomous-lab"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/albert-ying-autonomous-lab` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/albert-ying-autonomous-lab/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