Help Me Understand
Understand mechanisms, evidence, and limits
Help Me Understand
Understand mechanisms, evidence, and limits
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Description
Helps readers understand papers, reports, complex proposals, or difficult AI answers. It identifies barriers caused by terminology, relationships, steps, and changing conditions, then automatically chooses clear text, diagrams, or interactive HTML while preserving sources, evidence, and applicable limits. It is useful for requests like “help me understand this,” “draw this process,” “what happens if this condition changes,” or “I still don’t get it.” Ordinary polishing, simple factual questions, and writing ready-to-publish copy do not require the full process.
Recommended by
淡苍
Why we love this skill
It goes beyond simplifying complex content by tracking mechanisms, evidence strength, and applicability limits while preserving conditions and uncertainty—and avoiding claims that correlation proves causation.
Best for
For readers, learners, and researchers or analysts who need to understand papers, reports, complex proposals, or difficult answers.
How to use this Skill
Provide your input
Provide a paper, report, complex proposal, AI response, file, or accessible material, and say what you want to understand or which condition changes you want to explore.
Run the Skill
The system identifies terms, relationships, steps, evidence, and applicable limits, then chooses text, diagrams, or interactive pages based on the learning challenge. It separates source facts from teaching assumptions.
Review your result
Get traceable explanations of mechanisms, relationship diagrams, or interactive HTML while preserving key numbers, assumptions, uncertainty, evidence scope, and situations where the material does not apply.
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Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
- Use cases
- Research & analysisLearning & education
- What you get
- DocumentWebpageDiagram
