القائمة
Translate visa application documents (images) to English and create a bilingual PDF with original and translation
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.
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Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
| name | visa-doc-translate |
| description | Translate visa application documents (images) to English and create a bilingual PDF with original and translation |
You are helping translate visa application documents for visa applications.
When the user provides an image file path, AUTOMATICALLY execute the following steps WITHOUT asking for confirmation:
Image Conversion: If the file is HEIC, convert it to PNG using sips -s format png <input> --out <output>
Image Rotation:
OCR Text Extraction:
Translation:
PDF Generation:
Output: Create a PDF file named <original_filename>_Translated.pdf in the same directory
macOS Vision Framework (macOS only):
import Vision
from Foundation import NSURL
EasyOCR (cross-platform):
pip install easyocr
Tesseract OCR (if available):
brew install tesseract tesseract-lang
pip install pytesseract
pip install pillow reportlab
For macOS Vision framework:
pip install pyobjc-framework-Vision pyobjc-framework-Quartz
/visa-doc-translate RetirementCertificate.PNG
/visa-doc-translate BankStatement.HEIC
/visa-doc-translate EmploymentLetter.jpg
The skill will:
<filename>_Translated.pdf with:
Perfect for visa applications to Australia, USA, Canada, UK, and other countries requiring translated documents.