| name | study-material |
| description | Generate comprehensive study materials based on the lab assignment. Use when asked to create study notes, revision aids, or exam-prep materials with control questions and answers. |
Study Material Generator
Purpose
Produce a self-contained study document (STUDY_MATERIAL.md) that covers all theory, methods, and formulas relevant to the current lab assignment, and finishes with control questions and detailed answers.
When to Use
- User asks to create study/revision materials for the lab
- User asks for control questions and answers on the topic
- User wants a theory summary or cheat-sheet based on the assignment
When NOT to Use
- Writing the formal Typst report (use
writer)
- Solving the math/code task itself (use
math or coder)
- Verifying task requirements (use
verificator)
Workflow
- Read
TASK.md to understand the topic, variant, and required methods.
- Read the guide PDF (if present in the project root) to extract theoretical background, definitions, formulas, and methodology described by the instructor.
- Read any existing solution notebooks or source files to understand which specific techniques were applied.
- Compose
STUDY_MATERIAL.md following the structure below.
Output Structure
The document MUST contain all of the following sections in order:
Header
- Title of the lab work
- Topic / subject area
1. Theoretical Background
- Full explanation of the underlying theory relevant to the lab
- Key definitions and terminology with clear explanations
- All relevant formulas with descriptions of every variable
- Conditions of applicability and limitations
2. Methods and Algorithms
- Step-by-step description of each method used in the lab
- Decision criteria (e.g., statistical thresholds, critical values)
- Interpretation rules for results
3. Worked Example Summary
- Brief walkthrough of how the methods apply to the specific variant from
TASK.md
- Reference key intermediate results (do NOT re-solve; summarize what was done)
4. Key Takeaways
- Bullet list of the most important facts and relationships a student must remember
- Common mistakes and how to avoid them
5. Control Questions and Answers
- At least 10 questions covering all major topics from the lab
- Questions should range from basic definitions to applied/analytical
- Each question MUST be followed by a complete, detailed answer
- Format:
#### Q1: <question text>
**Answer:** <full detailed answer>
Writing Rules
- Language: Russian (match the assignment language)
- Be thorough and complete — the material should be sufficient for exam preparation
- Write formulas using LaTeX syntax (
$...$ for inline, $$...$$ for display)
- Do not copy-paste raw code; explain concepts in prose
- Do not modify any existing project files (
TASK.md, docs/, notebooks)
- Keep the tone academic but accessible
Constraints
- Output is a single file:
STUDY_MATERIAL.md in the project root
- Do not duplicate the report; this is a learning aid, not a formal document
- Questions must have answers — never leave answers blank or partial
- Cover the full breadth of the lab topic, not just the variant-specific part
