# codewalk

> codewalk — gupta29470-codewalk. Use this tool when you need to quickly understand and navigate unfamiliar codebases, and want to ask questions about the code to clarify its functionality and intent. Codewalk solves the problem of tedious and time-consuming onboarding to new repositories by providing AI-powered insights and explanations. It takes a git repository as input and outputs answers to user-submitted questions about the code.

Canonical page: https://skillsregistry.net/skills/gupta29470-codewalk  
JSON: https://api.skillsregistry.net/v1/skills/gupta29470-codewalk

## Description

AI-powered codebase onboarding tool — point it at any repo and ask questions about the code. Uses tree-sitter parsing, RAG, and local LLMs.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/gupta29470/codewalk)

## 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": "gupta29470-codewalk"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gupta29470-codewalk` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gupta29470-codewalk/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