prompt-alignment
CommunityRefine AI prompts for better results.
Software Engineering#prompt engineering#llm#generalization#iterative refinement#prompt tuning#ai alignment
Authormshuffett
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of ensuring AI prompts consistently produce desired outputs, aligning them with specific rules and improving their generalization capabilities.
Core Features & Use Cases
- Iterative Prompt Refinement: Automatically adjusts prompts based on input-output examples to improve accuracy and adherence to guidelines.
- Generalization Testing: Probes prompts with varied inputs to ensure they perform reliably beyond the training examples.
- Use Case: When an AI assistant's responses are slightly off-topic or miss a specific constraint, this Skill can be used to fine-tune the system prompt until the desired behavior is achieved consistently.
Quick Start
Use the prompt-alignment skill to refine the system prompt for the 'summarization' task.
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-alignment Download link: https://github.com/mshuffett/dotfiles/archive/main.zip#prompt-alignment Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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