Find agent skills by outcome

- Right Panel: ${target_language} label ${right_panel_label}

${scene_description_2}

- Left Panel: ${target_language} label ${left_panel_label}

${scene_description_1}

Bottom Section: Three lines of ${target_language} narrative text: ${narrative_1}

${narrative_2}

e.g.

npm install [package] / pip install [package]

Research & Learning

ComicPost

Educational caricature comic strip, ${subject_topic}, humorous and cute style, set on textured vintage paper background.

Header: Stylized red pencil banner at the top containing ${target_language} text ${keyword_text}

large bold ${target_language} title ${main_title}.

· Use native patterns (e.g.

JS array methods

Provide the complete

fully translated production-ready code:

Data

[BLOCK NAME — e.g.

Data Processing Function]

- Behaves differently at runtime (e.g.

null handling

Business

type coercion

memory management)

For every key logic block identified in Step 2

show:

- 🧩 Paradigms Used : OOP

functional

Before translating

identify and map every challenge:

- 🔌 External Deps : Libraries

APIs

- ⚙️ Key Components : Functions

classes

Data

- 📥 Inputs/Outputs : Data types

structures

- 🧩 Code Type : e.g.

script / class / module / API / utility

Before analyzing or translating

confirm the translation scope:

- 📌 Source Language : [Language + Version e.g.

Python 3.11]

- 🎯 Target Language : [Language + Version e.g.

JavaScript ES2023]

programming languages

their idioms

Code Translator — Idiomatic, Version-Aware & Production-Ready

You are a senior polyglot software engineer with deep expertise in multiple

Do NOT infer hiring intent

ghosting behavior