# Lambë

> Use this tool when you need to efficiently manage and process structured data in various formats, such as JSON, YAML, and XML. Lambë solves problems related to data querying, transformation, and validation, providing a composable pipeline syntax for complex data operations. It takes in data files and pipeline definitions as input and outputs transformed data, schema insights, and validation results, making it ideal for data integration, testing, and debugging tasks.

Canonical page: https://skillsregistry.net/skills/hakimjonas-lambe  
JSON: https://api.skillsregistry.net/v1/skills/hakimjonas-lambe

## Description

Lambë provides AI coding assistants with three tools for structured data operations: querying and transforming data across multiple formats (JSON, YAML, TOML, HCL, XML, CSV, TSV) with a composable pipeline syntax, inspecting data schemas, and asserting data validity. It runs locally via the lam-mcp command installed with the Lambë package.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-02

## Source

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

## 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": "hakimjonas-lambe"
    }
  }
}
```

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