# genpark-realtime-ast-code-completion-snippet-ranker-skill

> genpark-realtime-ast-code-completion-snippet-ranker-skill — alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill. Use this tool when you need to rapidly complete code snippets in real-time, solving problems of inefficient coding and improving developer productivity. It takes in partial code inputs and outputs ranked suggestions based on Abstract Syntax Tree (AST) analysis. Ideal for use in integrated development environments (IDEs) and coding platforms that require fast and accurate code completion suggestions.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill

## Description

Real-time sub-10ms AST code completion snippet ranker (Augment Code)

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **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/Alpha-Park/genpark-realtime-ast-code-completion-snippet-ranker-skill)

## 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": "alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-realtime-ast-code-completion-snippet-ranker-skill/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