prompt-repetition
OfficialBoost LLM accuracy with prompt repetition.
Software Engineering#prompt engineering#performance tuning#accuracy#llm optimization#lightweight models#prompt repetition
Authorsupercent-io
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the limitations of causal language models by improving accuracy on non-reasoning tasks, especially with lightweight models, without degrading performance.
Core Features & Use Cases
- Enhances Accuracy: Significantly improves performance on benchmarks where causal attention is a bottleneck.
- Lightweight Model Optimization: Specifically targets and benefits models like Claude Haiku and Gemini Flash.
- Use Case: When dealing with multiple-choice questions where answer options are presented before the question, this skill ensures the model better attends to the question after seeing all options, leading to more correct answers.
Quick Start
Use the prompt-repetition skill to improve the accuracy of your next prompt.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: prompt-repetition Download link: https://github.com/supercent-io/skills-template/archive/main.zip#prompt-repetition Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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