Preface¶

When integrating question bank capabilities into the DSH agent, the common need is not to have the model generate questions from scratch, but to bring retrieval, question selection, practice quizzes, and test paper preparation into a callable skill. weishao2/tizhuang-agent-skills is a DeepSeek Harness plugin for K12 education, designed for real-exam retrieval, free question selection, practice quizzes, and intelligent test paper generation.

What This Is¶

weishao2/tizhuang-agent-skills is maintained by weishao2 and positioned as a “Tizhuang K12 real-exam retrieval, free question selection, practice quiz, and intelligent test paper generation DeepSeek Harness plugin.”

It addresses a specific problem: invoking real question resources within DSH to complete question selection, retrieval, practice quizzes, and test paper preparation, rather than having the model generate questions that merely “look reasonable.”

Core Features¶

Free Question Selection and Random Question Selection¶

• Supports free question selection and random question selection.
• Start free question selection without registration.
• Guests receive a 24-hour anonymous free trial with up to 100 questions.
• Free registration provides a daily free quota starting at 200 questions.

K12 Real-Exam Retrieval for Primary and Secondary Schools¶

• Supports K12 real-exam retrieval for primary and secondary schools.
• Can filter questions using the conditions in the usage examples, such as textbook, chapter, knowledge point, difficulty, and question count.

Practice, Quizzes, and Online Answering¶

• Supports practice, quizzes, and online answering.
• Can generate practice pages with hidden answers, such as creating one or more practice tasks immediately after random question selection.

AI-Powered Intelligent Test Paper Generation¶

• Supports AI-powered intelligent test paper generation.
• Can organize test paper generation requirements according to the usage examples, such as compiling a final review test paper based on textbook, chapter, knowledge point, and question count.

Real Questions with Answers and Explanations¶

• The skill always returns real questions from the server.
• Does not fabricate, rewrite, or reorder question stems, options, answers, or explanations.
• Reports failures directly when requests fail, without using AI to fabricate plausible fake questions.

Installation and Activation¶

First, execute the DeepSeek Harness installation command, then use the plugin within the same default profile:

dsh plugin --profile default add -w github:weishao2/tizhuang-agent-skills

After installation, you can use $question-bank in DSH as shown in the examples below.

Typical Usage¶

The following examples can be used for real invocations in DSH:

Use $question-bank to randomly select 5 eighth-grade physics questions and generate a practice page with hidden answers.

Use $question-bank to find 10 intermediate-difficulty real exam questions on the linear function knowledge point from the PEP eighth-grade textbook.

Use $question-bank to generate a sixth-grade elementary math chapter quiz with 20 questions, focusing on basic and intermediate difficulty.

Use $question-bank to compile a final review test paper requirement based on textbook, chapter, knowledge point, and question count.

Use $question-bank to create a five-question answer-hidden K12 physics quiz.

Applicable Scenarios and Notes¶

Suitable for scenarios that require question selection, retrieval, practice quizzes, and test paper preparation around K12 topics within DSH.

Notes before use:

• The actual retrievable question count, question scope, and filtering coverage are subject to the real-time responses of the Tizhuang online service.
• This plugin runs with the current dsh process permissions; review the source code and license before installation.
• The skill adapter source code is licensed under MIT License; the ClawHub version is released under MIT-0 per platform requirements; the Tizhuang question bank content and online services are subject to their respective service rules.

Conclusion¶

The value of this plugin lies in integrating K12 real-exam retrieval, free question selection, practice quizzes, and intelligent test paper generation into DSH skill calls, with an emphasis on using real server-side questions.

GitHub repository:

https://github.com/weishao2/tizhuang-agent-skills

No separate URL is provided for the table of contents page; please refer to the GitHub repository page as the authoritative source.