prompt-analysis
OfficialUnderstand your AI prompt patterns.
Software Engineering#code generation#developer productivity#prompt analysis#ai prompts#git ai#acceptance rate
Authorgit-ai-project
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you understand and optimize how you interact with AI coding assistants by analyzing your prompting patterns, acceptance rates, and the effectiveness of your prompts.
Core Features & Use Cases
- Analyze Prompt Performance: Track metrics like acceptance rate, lines accepted/overridden, and identify trends across different models and authors.
- Categorize Prompt Usage: Classify prompts by work type (bug fix, feature, refactor, etc.) to understand where AI is most utilized.
- Identify Reusable Patterns: Discover prompts that solved recurring problems, enabling you to save and reuse effective prompting strategies.
- Diagnose Low Acceptance: Investigate why certain prompts lead to low code acceptance by analyzing conversation content and identifying reasons like vague requests or incorrect approaches.
- Use Case: A developer wants to know which AI models yield the highest acceptance rates for their code, or why a particular set of prompts consistently requires significant human modification.
Quick Start
Analyze your AI prompt patterns by running the git-ai prompts command with appropriate flags to initialize the prompt database.
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-analysis Download link: https://github.com/git-ai-project/git-ai/archive/main.zip#prompt-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.