# Comprehend Languages

> Use this skill when the words are legible but the meaning is trapped inside an unfamiliar dialect, format, or community.

- Skill: `hmbown/comprehend-languages` (Agent Skill)
- Install (CLI): `npx skillmds@latest add hmbown/comprehend-languages`
- Raw SKILL.md: https://api.skillmd.com/api/skills/hmbown/comprehend-languages/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Hmbown (https://skillmd.com/u/hmbown)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/hmbown/comprehend-languages

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# Comprehend Languages

Translate code, jargon, protocol surfaces, or human language into operational meaning.

## Overview

Comprehend Languages is interpreted here as a metaphorical spell with a shipping-now execution model.

Canonical source: Comprehend Languages (spell)

Provider target: OpenClaw

## When To Use

- You are reading unfamiliar jargon, logs, schemas, or domain-specific shorthand.
- You need translation plus interpretation, not literal word substitution.
- A team or toolchain uses language that blocks progress.

## Workflow

1. Identify the source dialect, format, or jargon domain.
2. Translate the surface text into plain language while preserving technical meaning.
3. Explain domain-specific assumptions, idioms, and missing context.
4. Return the translated content with terms of art preserved where necessary.

## Deliverables

- A plain-language translation.
- A glossary of non-obvious terms.
- Notes on ambiguity or lost nuance.

## Guardrails

- Do not flatten away important technical distinctions.
- Flag ambiguity when a term has multiple plausible meanings.

## Default Invocation

Use $comprehend-languages to translate this code, jargon, or protocol into clear operational English.