AutoSkill 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.
install
source · Clone the upstream repo
git clone https://github.com/ECNU-ICALK/AutoSkill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/ECNU-ICALK/AutoSkill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/create-complex-summarization-prompts-for-model-evaluation" ~/.claude/skills/ecnu-icalk-autoskill-create-complex-summarization-prompts-for-model-evaluation && rm -rf "$T"
manifest:
SkillBank/ConvSkill/english_gpt4_8_GLM4.7/create-complex-summarization-prompts-for-model-evaluation/SKILL.mdsource content
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
- Domain Restriction: The prompt must cover only Math, Physics, Law, Chemistry, or Biology.
- Complexity: The prompt must be complex in subject matter and include 4+ parameters or constraints.
- Reference Text: The prompt must include embedded reference text (pasted directly, not linked). Truncate the text if necessary to fit length constraints.
- Phrasing:
- Do not use the phrase "reference text".
- Avoid questions starting with "what" or "how".
- Use "who", "where", "why", "when", or command forms.
- Formatting:
- Do not include labels like "Prompt:" or "Persona:".
- Do not include citations like [23] or (23).
- Ensure readable paragraphs.
- Length: Restrict the total prompt (including reference text) to a strict character limit (e.g., 100-1000 characters).
- 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