cf-translate

cf-translate is a skill for Claude Code from indranilbanerjee/contentforge. It costs 163 tokens per session (3,559 once invoked), scanned A, original, MIT.

A content-translation tool for turning ContentForge material into 15 languages. It offers literal translation or deeper cultural adaptation while keeping the brand voice, citations, URLs, and DOIs intact.

In plain words
What is it for?
Use it to prepare ContentForge articles for international markets, adapt wording for local audiences, and produce a translated DOCX with a quality report.
Why use it?
It removes the need to translate and localize each publication manually. It also helps prevent broken references and poorly placed search keywords in translated content.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: reads .claude/ paths.

Part of the contentforge plugin — 22 skills, 9 commands, 13 agents shipped together

Good fit Use it to prepare ContentForge articles for international markets, adapt wording for local audiences, and produce a translated DOCX with a quality report.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/indranilbanerjee/contentforge/cf-translate
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 indranilbanerjee/contentforge --skill cf-translate
Clone the repo
git clone --depth 1 https://github.com/indranilbanerjee/contentforge

Made for: Claude Code.

Or install contentforge, the plugin that ships this one along with the rest of its 22 skills, 9 commands, 13 agents.

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 cf-translate

README.md
[![agentmods](https://agentmods.dev/badge/skills/indranilbanerjee/contentforge/cf-translate.svg)](https://agentmods.dev/skills/indranilbanerjee/contentforge/cf-translate)
Your own site
<a href="https://agentmods.dev/skills/indranilbanerjee/contentforge/cf-translate"><img src="https://agentmods.dev/badge/skills/indranilbanerjee/contentforge/cf-translate.svg" alt="Measured on agentmods" height="20"></a>
Per session 163 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,559 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00163 $0.03559
Opus 5 $0.00081 $0.01780
Sonnet 5 $0.00033 $0.00712
Haiku 4.5 $0.00016 $0.00356

Measured 8d ago against content hash 8497ade49bd7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

cf-translate 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 8d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/cf-translate/SKILL.md · 282 lines

How it starts

The opening of the file, as written. The whole thing — 282 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Content Translation — Multilingual Publishing

Translate publication-ready ContentForge content into 15 languages while preserving brand voice integrity, citation accuracy, and SEO optimization. Three localization levels let you control the depth of cultural adaptation.

When to Use

Use /contentforge:cf-translate when you need:

  • Translated content for international markets (15 languages)
  • Brand-consistent multilingual content that matches your source voice in the target language
  • SEO-localized content with keywords adapted for target market search behavior
  • Citation-safe translations where URLs, source references, and inline citations remain intact
  • Cultural adaptation beyond word-for-word translation (adapted or transcreated levels)

Prerequisite: Content must be produced (or imported) through the ContentForge pipeline first. Raw untreated content should go through /contentforge:create-content before translation.

Supported Languages

Code Language Direction Notes
es Spanish LTR Spain + Latin America variants
fr French LTR France + Canadian French
de German LTR Compound word handling
pt Portuguese LTR Brazil + Portugal variants
it Italian LTR
nl Dutch LTR
ja Japanese LTR Honorifics and formality levels
zh Chinese (Simplified) LTR Simplified by default, Traditional on request
ko Korean LTR Honorific levels mapped to brand formality
ar Arabic RTL Right-to-left layout considerations
hi Hindi LTR Devanagari script handling
ru Russian LTR
pl Polish LTR
tr Turkish LTR
vi Vietnamese LTR Diacritics preservation

Localization Levels

Literal (Level 1)

Word-for-word structural translation. Preserves the exact document structure, sentence order, and paragraph boundaries. Translates meaning accurately but does not adapt cultural references, humor, or idiomatic expressions.

Read the full file on GitHub · 282 lines

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. 8d ago First seen · 282 lines · 163 tokens per session scan A 8497ade49bd7

Subscribe to this mod's changes

cf-translate is a skill published in the GitHub repository indranilbanerjee/contentforge (26 stars, last pushed 21d ago), licensed MIT. It adds 163 tokens to every session and 3,559 once invoked, about $0.0008 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 2026-08-30.

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