prompt-enhancer

Name: prompt-enhancer
Rating: 5 (542 reviews)
Author: catlog22

Transform vague prompts into actionable specs using intelligent analysis and session memory. Use when user input contains -e or --enhance flag.

TL;DR

Transforms vague prompts into structured, actionable specs using session memory and context.

What Is It

Converts vague intent into structured technical specs
Uses session memory and context for accuracy
Supports English and Chinese semantic understanding
Outputs dynamic, task-specific prompt formats

Key Features

Transforms vague intent → structured specification
Leverages session memory for context awareness
Supports bilingual (EN/CH) semantic recognition
Dynamic field selection based on task type
Always includes INTENT and ACTION
Adds optional fields when relevant (tech stack, context, etc.)
No intermediate steps or tool calls
No file operations or external tool usage

How to Use

1.Detect -e or --enhance flag in user input
2.Analyze task type and extract session context
3.Structure prompt with core and optional fields as needed
4.Output only the enhanced prompt directly

Guardrails & Gotchas

NO tool calls
NO file operations (Bash, Read, Glob, Grep)
NO fixed template - must adapt to task needs
Must resolve ambiguity and add testing steps
Must include memory context only (no file reading)
MUST include INTENT and ACTION always

GitHub Stats

Author

@catlog22

Repository

catlog22/Claude-Code-Workflow

Stars

542

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