shenlun-master

Grade Shenlun civil service exam essays with multi-dimensional scoring and improvement plans.

45|3|Updated May 12, 2026
One-click install
npx skills add https://github.com/coffe-d/Shenlun.skill --skill shenlun-master
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: shenlun-master
Source: https://github.com/coffe-d/Shenlun.skill/tree/main
Command: npx skills add https://github.com/coffe-d/Shenlun.skill --skill shenlun-master

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-docx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill solves the difficulty of self-assessing Shenlun (civil service exam) essays by providing professional-grade, multi-dimensional feedback based on the methodologies of top-tier instructors.

Core Features & Use Cases

  • Real-Exam Matching: Automatically identifies exam questions via web search and a local knowledge base to provide accurate, standard-based scoring.
  • Multi-Perspective Grading: Evaluates responses using specific methodologies for small questions (Bailu/Xiaoma) and large essays (Yuan Dong).
  • Use Case: If you are preparing for the 2026 civil service exam, you can submit your practice essay to receive a detailed breakdown of your score, identify missed key points, and get optimized reference answers.

Quick Start

Use the shenlun-master skill to grade my response to the 2024 Guangxi A-roll essay question and provide a detailed improvement plan.

Frequently Asked Questions about shenlun-master

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I grade my Shenlun civil service exam essay automatically?

Shenlun essay grading evaluates civil service exam responses using established pedagogical methodologies from top-tier instructors. It provides a multi-dimensional assessment by matching real-exam questions and applying specific scoring rules to deliver high-accuracy feedback.

Can I use this Shenlun grading skill for different civil service exam question types?

Yes, the skill supports grading for various civil service exam question types. It applies specific methodologies for small questions and large essays, integrating scoring rules and reference knowledge bases to deliver high-accuracy feedback for each format.

How do I get feedback on missed key points in my Shenlun practice test?

You can get feedback on missed key points by submitting your Shenlun practice test for evaluation. The skill provides a detailed score breakdown identifying missed key points and supplies optimized reference answers for targeted improvement.

Does the skill identify specific past civil service exam questions for grading?

Yes, the skill identifies specific civil service exam questions automatically. It uses web search and a local knowledge base to match your submitted response with real-exam questions, ensuring the grading applies accurate, standard-based scoring rules.

What is the best way to prepare for the 2026 civil service exam Shenlun section?

The best way to prepare for the Shenlun section is to submit practice essays for AI-powered grading. This process yields a detailed score breakdown, identifies missed key points, and generates optimized reference answers and personalized improvement plans.