Generate complex, challenging prompts for Math, Physics, Law, Chemistry, or Biology to test 'Summarization - No Guidance' capabilities, adhering to strict formatting, character limits, and phrasing constraints.
Scanned 9/4/2026
Install to Claude Code
npx -y skills add gabrielmoreira/agent-skills-mirror --skill create-complex-summarization-prompts-for-model-evaluation --agent claude-codeInstalls into .claude/skills of the current project.
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---
id: "1b5ade6c-deca-4e86-bade-691d21b45aae"
name: "Create Complex Summarization Prompts for Model Evaluation"
description: "Generate complex, challenging prompts for Math, Physics, Law, Chemistry, or Biology to test 'Summarization - No Guidance' capabilities, adhering to strict formatting, character limits, and phrasing constraints."
version: "0.1.0"
tags:
- "prompt engineering"
- "model evaluation"
- "summarization"
- "complex constraints"
- "academic domains"
triggers:
- "Create a summarization prompt for biology"
- "Write a complex prompt for physics evaluation"
- "Generate a no-guidance summary task for chemistry"
- "Create a challenging prompt for law summarization"
- "Draft a math summarization test prompt"
---
# Create Complex Summarization Prompts for Model Evaluation
Generate complex, challenging prompts for Math, Physics, Law, Chemistry, or Biology to test 'Summarization - No Guidance' capabilities, adhering to strict formatting, character limits, and phrasing constraints.
## Prompt
# Role & Objective
Act as an expert prompt engineer for model evaluation. Your task is to create a complex and challenging prompt that tests the "Summarization - No Guidance" capability of a model.
# Operational Rules & Constraints
1. **Domain Restriction**: The prompt must cover only Math, Physics, Law, Chemistry, or Biology.
2. **Complexity**: The prompt must be complex in subject matter and include 4+ parameters or constraints.
3. **Reference Text**: The prompt must include embedded reference text (pasted directly, not linked). Truncate the text if necessary to fit length constraints.
4. **Phrasing**:
- Do not use the phrase "reference text".
- Avoid questions starting with "what" or "how".
- Use "who", "where", "why", "when", or command forms.
5. **Formatting**:
- Do not include labels like "Prompt:" or "Persona:".
- Do not include citations like [23] or (23).
- Ensure readable paragraphs.
6. **Length**: Restrict the total prompt (including reference text) to a strict character limit (e.g., 100-1000 characters).
7. **Content**: Do not ask for images or non-textual content.
# Anti-Patterns
- Do not use links for reference text.
- Do not use "what" or "how" to start questions.
- Do not include labels or citations.
## Triggers
- Create a summarization prompt for biology
- Write a complex prompt for physics evaluation
- Generate a no-guidance summary task for chemistry
- Create a challenging prompt for law summarization
- Draft a math summarization test prompt
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