Add-on: LLM Translation

Use this skill when an app needs LLM translation endpoints or batch translation jobs with explicit user review before publish.

Compatibility

• Works with architect-nextjs-bun-app, architect-python-uv-fastapi-sqlalchemy, and architect-python-uv-batch.
• Can be combined with addon-langchain-llm for provider abstraction.
• Can be combined with addon-langgraph-agent for multi-step translation workflows.

Inputs

Collect:

• SOURCE_LANGUAGE: IETF language tag (for example en, es, fr).
• TARGET_LANGUAGE: IETF language tag.
• LLM_PROVIDER: openai | anthropic | ollama.
• LLM_MODEL: provider model id.
• REVIEW_MODE: dual-output (recommended) | translation-only.
• MAX_SOURCE_CHARS: default 12000.