# Agent4Molecule

> Agent4Molecule — frostday-agent4molecule. Use this tool when you need to automate molecular discovery pipelines, leveraging large language models to streamline workflows and solve complex problems in chemistry and pharmacology. Agent4Molecule takes in molecular data and generates optimized discovery pipelines as output, integrating with git for version control and collaboration. Ideal for researchers and scientists seeking to accelerate molecular discovery and development.

Canonical page: https://skillsregistry.net/skills/frostday-agent4molecule  
JSON: https://api.skillsregistry.net/v1/skills/frostday-agent4molecule

## Description

LLM Agent for Automating Molecular Discovery Pipelines

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **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/Frostday/Agent4Molecule)

## 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": "frostday-agent4molecule"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/frostday-agent4molecule` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/frostday-agent4molecule/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