prompt-repetition
Optimizes LLM performance by repeating prompts to mitigate causal attention limitations in lightweight models.
Install
npx skills add https://github.com/supercent-io/skills-template --skill prompt-repetitionStats
| Total installs | 10,488 |
| Weekly installs | 10.5K |
| GitHub stars | 88 |
| First seen | Jan 24, 2026 |
| Source | @supercent-io/skills-template |
Summary
- Auto-applies to claude-haiku, gemini-flash, and gpt-4o-mini; uses 2× repetition for general tasks and 3× for position-based queries
- Mitigates causal attention limitations by reprocessing the entire prompt, strengthening attention weights on key concepts without architectural changes
- Skips automatically when Chain-of-Thought patterns detected; includes duplicate-application prevention via markers
- Doubles input tokens with minimal latency impact (prefill parallelization) while improving cost-per-correct-answer by only 5%
Tags
Related skills
| Skill | Installs | vs prompt-repetition |
|---|---|---|
| jeo | 10,387 | -101 |
| baoyu-article-illustrator | 13,558 | +3,070 |
| baoyu-xhs-images | 13,543 | +3,055 |
| agentic-development-principles | 10,103 | -385 |
| ralph | 10,688 | +200 |
FAQ
- How many installs does prompt-repetition have?
- prompt-repetition has 10,488 total installs and 10.5K installs this week.
- Where is prompt-repetition hosted?
- prompt-repetition is published by @supercent-io/skills-template at https://github.com/supercent-io/skills-template.
- How many GitHub stars does prompt-repetition have?
- prompt-repetition has 88 GitHub stars.
- When was prompt-repetition first indexed?
- OrangeBot.AI first indexed prompt-repetition on Jan 24, 2026.
- How do I install prompt-repetition?
- Run: npx skills add https://github.com/supercent-io/skills-template --skill prompt-repetition