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jta

Translate JSON i18n files to multiple languages with AI-powered quality optimization.

Skill by ckanner

IndexedApache-2.0★ 23
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ckanner-jta

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Translate JSON i18n files to multiple languages with AI-powered quality optimization. Use when user mentions translating JSON, i18n files, internationalization, locale files, or needs to convert language files to other languages.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Shell scripts

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/jta

Tools it pre-approves 4

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Read,
  • Write,
  • Bash,
  • Glob

What's inside

Skill name
jta
Description
Translate JSON i18n files to multiple languages with AI-powered quality optimization. Use when user mentions translating JSON, i18n files, internationalization, locale files, or needs to convert language files to other languages.
License
Apache-2.0
Allowed tools
Read,, Write,, Bash,, Glob
Instructions
351 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Pre-approves some shell commands
  • Instructions call the network

Files (7)

  • .gitignore
  • LICENSE.txt
  • SKILL.md
  • basic-translation.md · examples/
  • ci-cd-integration.md · examples/
  • incremental-mode.md · examples/
  • install.sh · scripts/

SKILL.md (first lines)

# Jta Translation

AI-powered JSON internationalization file translator with Agentic reflection mechanism.

## When to Use This Skill

- User asks to translate JSON i18n/locale files
- User mentions "internationalization", "i18n", "l10n", or "locale"
- User wants to add new languages to their project
- User needs to update existing translations
- User mentions specific languages like "translate to Chinese/Japanese/Korean"

## Core Capabilities

1. **Agentic Translation**: AI translates, evaluates, and improves its own work (3x API calls per batch)
2. **Smart Terminology**: Automatically detects and maintains consistent terms (brand names, technical terms)
3. **Format Protection**: Preserves `{variables}`, `{{placeholders}}`, HTML tags, URLs, Markdown
4. **Incremental Mode**: Only translates new/changed content (saves 80-90% API cost on updates)
5. **27 Languages**: Including RTL languages (Arabic, Hebrew, Persian, Urdu)

## Instructions

### Step 1: Check if jta is installed

```bash
# Check if jta exists
if ! command -v jta &> /dev/null; then
  echo "jta not found, will install"
fi
```

### Step 2: Install jta if needed

```bash
# Detect OS and install jta
OS="$(uname -s)"
ARCH="$(uname -m)"

if [[ "$OS" == "Darwin"* ]]; then
  # macOS - try Homebrew first
  if command -v brew &> /dev/null; then
    brew tap hikanner/jta
    brew install jta
  else
    # Download binary
    if [[ "$ARCH" == "arm64" ]]; then
      curl -L https://github.com/hikanner/jta/releases/latest/download/jta-darwin-arm64 -o jta
    else
      curl -L https://github.com/hikanner/jta/releases/latest/download/jta-darwin-amd64 -o jta
    fi
    chmod +x jta
    sudo mv jta /usr/local/bin/
  fi
elif [[ "$OS" == "Linux"* ]]; then
  # Linux
  curl -L https://github.com/hikanner/jta/releases/latest/download/jta-linux-amd64 -o jta
  chmod +x jta
  sudo mv jta /usr/local/bin/
fi

# Verify installation
jta --version
```

### Step 3: Check for API key and set provider

Jta requires an AI provider API key. Check in this order and set the provider flag:

```bash
# Detect API key and set provider flag
if [[ -n "$ANTHROPIC_API_KEY" ]]; then
  echo "✓ Anthropic API key found"
  PROVIDER_FLAG="--provider anthropic"
elif [[ -n "$GEMINI_API_KEY" ]]; then
  echo "✓ Gemini API key found"
  PROVIDER_FLAG="--provider gemini"
elif [[ -n "$OPENAI_API_KEY" ]]; then
  echo "✓ OpenAI API key found"
  PROVIDER_FLAG=""  # OpenAI is default, no flag needed
else
  echo "✗ No API key found. Please set one of:"
  echo "  export OPENAI_API_KEY=sk-..."
  echo "  export ANTHROPIC_API_KEY=sk-ant-..."
  echo "  export GEMINI_API_KEY=..."
  exit 1
fi
```

**Important:** Save the `PROVIDER_FLAG` value to use in translation commands.

### Step 4: Identify source file

```bash
# Find JSON files in common i18n/locale directories
find . -type f -name "*.json" \
  \( -path "*/locales/*" -o \
     -path "*/locale/*" -o \
     -path "*/i18n/*" -o \
     -path "*/lang/*" -o \
     -path "*/translations/*" \) \
  | head -20
```

Ask user to confirm which file to translate if multiple found.

### Step 5: Determine translation requirements

Ask user (if not specified in their request):
- Target languages (e.g., "zh,ja,ko")
- Whether to use incremental mode (recommended for updates)
- Output location preference

### Step 6: Execute translation

**Always use `$PROVIDER_FLAG` from Step 3** to ensure the correct AI provider is used:

```bash
# Basic translation with detected provider
jta <source-file> --to <target-langs> $PROVIDER_FLAG

From ckanner/agent-skills, Apache-2.0.

Signals

Stars
23
Forks
5
Open issues
0
Last commit (this folder)
Nov 18, 2025 (11 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from ckanner

Cite this page

jta skill. Agent Mart. https://agentmart.dev/skills/ckanner-jta (last updated 2026-10-24)