# phenoforge

> phenoforge — colbyw5-phenoforge. Use this tool when you need to translate natural language descriptions into standardized ICD-10-CM value sets for clinical cohort definitions, enabling efficient semantic retrieval and assembly of relevant codes. It solves problems of manual coding and data inconsistency, streamlining the process of defining clinical cohorts. The tool takes natural language inputs and outputs corresponding ICD-10-CM value sets, making it ideal for use cases involving clinical research, data analysis, and healthcare informatics.

Canonical page: https://skillsregistry.net/skills/colbyw5-phenoforge  
JSON: https://api.skillsregistry.net/v1/skills/colbyw5-phenoforge

## Description

Enables semantic retrieval and assembly of ICD-10-CM value sets from natural language descriptions for clinical cohort definitions.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sgsdem2ftt)
- **Repository:** <https://github.com/colbyw5/phenoforge>

## 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": "colbyw5-phenoforge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/colbyw5-phenoforge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/colbyw5-phenoforge/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