prompt-snr-optimizer
CommunityOptimize prompts for clarity & efficiency
Software Engineering#security#prompt engineering#llm#ai optimization#prompt injection#text compression
Authorpainter99
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill tackles the issue of overly verbose, inefficient, and potentially insecure AI prompts by systematically refining them to be clearer, more concise, and safer.
Core Features & Use Cases
- Prompt Compression: Reduces token count while preserving essential meaning and logic.
- Variable Shielding: Protects placeholders and variables from accidental modification or injection.
- Security Hardening: Explicitly separates trusted instructions from untrusted data to prevent prompt injection.
- Use Case: You have a complex system prompt for an AI assistant that is too long and might be vulnerable to injection. Use this Skill to analyze and optimize it, ensuring it's both efficient and secure.
Quick Start
Use the prompt-snr-optimizer skill to analyze the attached prompt text.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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-snr-optimizer Download link: https://github.com/painter99/windsurf-prejunior-config/archive/main.zip#prompt-snr-optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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