# toolsmith

> toolsmith — kayne-lee-toolsmith. Use this tool when you need to analyze and understand codebases in Git repositories, as it provides features like code search, symbol lookup, and dependency tracing to solve problems related to code comprehension and navigation. It accepts Git repository inputs and outputs relevant code insights, making it ideal for developers and teams working on large-scale projects. It is particularly useful when trying to identify dependencies, track changes, or locate specific code snippets within complex repositories.

Canonical page: https://skillsregistry.net/skills/kayne-lee-toolsmith  
JSON: https://api.skillsregistry.net/v1/skills/kayne-lee-toolsmith

## Description

Provides codebase intelligence over Git repositories with tools for code search, symbol lookup, dependency tracing, and commit history. It also rewrites its own tool descriptions and schemas based on usage telemetry to improve tool selection.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xy6xx9s9b5)
- **Repository:** <https://github.com/kayne-lee/toolsmith>

## 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": "kayne-lee-toolsmith"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kayne-lee-toolsmith` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kayne-lee-toolsmith/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