# Opty

> Use this tool when you need to efficiently navigate and understand large, multi-language codebases. Opty solves problems related to code discovery, impact analysis, and refactoring by providing semantic search, cross-file references, and functional clustering. It accepts codebases as input and outputs insightful references and analysis, making it ideal for use during development, debugging, and maintenance phases.

Canonical page: https://skillsregistry.net/skills/boj-opty  
JSON: https://api.skillsregistry.net/v1/skills/boj-opty

## Description

Code intelligence tool built with Hyperdimensional Computing that indexes function signatures, type definitions, and imports from codebases across multiple languages including Zig, TypeScript, Python, Go, Rust, and Java. Provides semantic search, cross-file references, impact analysis, and functional clustering — all locally without network calls or GPU requirements.

## Trust

- **Trust score (0–1):** 0.02
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/boj-opty)
- **Repository:** <https://github.com/boj/opty>

## 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": "boj-opty"
    }
  }
}
```

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