translation-workflow

translation-workflow is a skill for Claude Code, Codex from Omar-Obando/qwen-orchestrator. It costs 47 tokens per session (2,418 once invoked), scanned A, original, MIT.

A guide to building software translation workflows, including translation memory, machine translation, translation management systems, and translator coordination.

In plain words
What is it for?
Use it to set up translation processes, maintain glossaries and translation memory, connect machine translation, and coordinate translation teams.
Why use it?
It helps organize multilingual content and reduce repeated translation work while keeping quality checks and shared terminology in one process.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to set up translation processes, maintain glossaries and translation memory, connect machine translation, and coordinate translation teams.

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Install with agentmods
npx agentmods add skills/omar-obando/qwen-orchestrator/translation-workflow
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Omar-Obando/qwen-orchestrator --skill translation-workflow
Clone the repo
git clone --depth 1 https://github.com/Omar-Obando/qwen-orchestrator

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for translation-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/translation-workflow/github.svg)](https://agentmods.dev/skills/omar-obando/qwen-orchestrator/translation-workflow)
Your own site
<a href="https://agentmods.dev/skills/omar-obando/qwen-orchestrator/translation-workflow"><img src="https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/translation-workflow/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for translation-workflow

Your own site · 80×15
<a href="https://agentmods.dev/skills/omar-obando/qwen-orchestrator/translation-workflow"><img src="https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/translation-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,418 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00047 $0.02418
Opus 5 $0.00023 $0.01209
Sonnet 5 $0.00009 $0.00484
Haiku 4.5 $0.00005 $0.00242

Measured 9d ago against content hash d846bf79740a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

translation-workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/translation-workflow/SKILL.md · 320 lines

How it starts

The opening of the file, as written. The whole thing — 320 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Translation Workflow Skill — Localization Engineer

Overview

This skill provides comprehensive guidance for implementing translation workflows and localization processes. It covers translation memory management, machine translation integration, translation quality, TMS setup, and localization best practices following localization industry standards.

When to Use

Use this skill when:

  • Implementing translation workflows
  • Setting up translation management systems (TMS)
  • Managing translation memory (TM)
  • Integrating machine translation (MT)
  • Ensuring translation quality
  • Coordinating with translators
  • Creating translation workflows
  • Managing translation assets
  • Implementing translation automation
  • Creating translation glossaries
  • Managing translation memory updates
  • Implementing translation quality checks
  • Coordinating translation projects
  • Managing translation costs
  • Implementing translation security
  • Creating translation documentation
  • Managing translation versioning
  • Implementing translation caching
  • Creating translation templates
  • Managing translation workflows
  • Implementing translation analytics
  • Coordinating translation teams
  • Managing translation localization
  • Implementing translation testing

Do NOT use this skill when:

  • Writing application business logic (use domain-driven skill)
  • Designing database schemas (use database-design skill)
  • Writing API endpoint specifications (use api-design skill)
  • Performing security audits (use security-auditor skill)
  • Writing SQL queries (use sql-best-practices skill)
  • Designing multi-page website layouts (use design-system skill)
  • Analyzing deployment configurations (use deployment skill)
  • Writing documentation (use documentation-best-practices skill)

Translation Workflow

Translation Process

┌─────────────────────────────────────────────────────────────┐
│              Translation Workflow                           │
├─────────────────────────────────────────────────────────────┤
│  1. Content Extraction                                      │
│     └── Extract translatable content from source files      │
│     └── Identify translatable strings                       │
│     └── Create translation packages                         │
│                                                              │
│  2. Translation Memory Analysis                             │
│     └── Check translation memory for matches                │
│     └── Identify fuzzy matches                              │
│     └── Calculate translation costs                         │
│                                                              │
│  3. Machine Translation (Optional)                          │
│     └── Apply machine translation                           │
│     └── Post-edit machine translation                       │
│     └── Quality assurance                                   │
│                                                              │
│  4. Human Translation                                       │
│     └── Assign to translator                                │
│     └── Monitor progress                                    │
│     └── Quality review                                      │
│                                                              │
│  5. Quality Assurance                                       │
│     └── Automated QA checks                                 │
│     └── Proofreading                                        │
│     └── Terminology verification                            │
│                                                              │
│  6. Content Integration                                     │
│     └── Import translated content                           │
│     └── Update translation memory                           │
│     └── Update glossary                                     │
│                                                              │
│  7. Testing                                                 │
│     └── Functional testing                                  │
│     └── UI testing                                          │
│     └── Linguistic testing                                  │
└─────────────────────────────────────────────────────────────┘

Read the full file on GitHub · 320 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 320 lines · 47 tokens per session scan A d846bf79740a

Subscribe to this mod's changes

translation-workflow is a skill published in the GitHub repository Omar-Obando/qwen-orchestrator (49 stars, last pushed 2mo ago), licensed MIT. It adds 47 tokens to every session and 2,418 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.