prompt-review
OfficialElevate AI prompts for quality & cost.
Software Engineering#code review#prompt engineering#cost reduction#ai quality#prompt injection#llm optimization
Authorbismuthdigital
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill identifies and evaluates AI prompts within your codebase, providing actionable feedback to improve their clarity, specificity, and efficiency, ultimately leading to better AI performance and reduced costs.
Core Features & Use Cases
- Comprehensive Prompt Discovery: Scans source code to find all AI prompt patterns, including system prompts, user messages, and few-shot examples.
- Detailed Quality Grading: Assesses prompts against a 6-dimension framework (Clarity, Specificity, Context, Structure, Robustness, Efficiency) and flags anti-patterns like prompt injection.
- Actionable Rewrites: Generates concrete suggestions and code diffs for improving identified prompts.
- Use Case: A team developing an AI-powered customer support chatbot uses this Skill to review their prompt quality, ensuring the bot understands user queries accurately and responds efficiently, reducing misinterpretations and token usage.
Quick Start
Run the prompt-review skill on the entire project to get a report on all AI prompts.
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-review Download link: https://github.com/bismuthdigital/claude-project-template/archive/main.zip#prompt-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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