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enhance-prompts

Analyze prompts to improve clarity, structure, examples, and output reliability.

951|110|Updated Jan 15, 2026
Search Tags:#clarity#structure#auto-fix#examples#prompt-engineering#prompt-analysis#enhance-prompts
One-click install
npx skills add https://github.com/agent-sh/agentsys --skill enhance-prompts-agent-sh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: enhance-prompts
Source: https://github.com/agent-sh/agentsys/tree/main/.kiro/skills/enhance-prompts
Command: npx skills add https://github.com/agent-sh/agentsys --skill enhance-prompts-agent-sh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prompts often suffer from lack of clarity, inconsistent structure, insufficient examples, and weak output definitions. This Skill analyzes prompts to identify such issues and provides actionable improvements to quality and reliability.

Core Features & Use Cases

  • Clarity and structure improvements for system prompts, templates, and general prompts.
  • Evaluation of examples, edge cases, and output formats with recommended fixes.
  • Auto-fix suggestions and a structured report for quick iteration and reuse.

Quick Start

Provide a sample prompt to be analyzed and let the tool return a diagnostic report with actionable improvements.

Frequently Asked Questions about enhance-prompts

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a prompt to improve its clarity and structure?▼

Use a prompt analysis tool to detect issues with clarity and structure, returning a structured report with actionable improvements and deterministic auto-fix suggestions for your system prompts and templates.

How do you evaluate examples and edge cases in system prompts?▼

Evaluating examples and edge cases in system prompts requires analyzing output formats and definitions to detect issues, proposing deterministic improvements that ensure reliability across various contexts.

What is the best way to fix weak output definitions in general prompts?▼

Fix weak output definitions in general prompts by analyzing them for insufficient examples and inconsistent structure, then applying deterministic auto-fix suggestions from a structured diagnostic report.

Can I use prompt analysis for templates across various contexts?▼

Yes, prompt analysis works for templates across various contexts; the analyzer evaluates clarity, structure, examples, and output reliability, returning recommended fixes applicable to your specific templates.

Does prompt engineering analysis require any specific dependencies?▼

Prompt engineering analysis requires no specific dependencies; you simply provide a sample prompt to be analyzed and the tool returns a diagnostic report with actionable improvements without external components.

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