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prompt-critique

Score prompts with the Prompt Critique Rubric and produce prioritized rewrites.

2|1|Updated Sep 1, 2025
Search Tags:#anti-patterns#evaluation#rubric#critique#prompt#rewrite#token-count
One-click install
npx skills add https://github.com/whichguy/claude-craft --skill prompt-critique-whichguy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-critique
Source: https://github.com/whichguy/claude-craft/tree/main/skills/prompt-critique
Command: npx skills add https://github.com/whichguy/claude-craft --skill prompt-critique-whichguy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Fast, principled analysis of prompts to reveal gaps, propose concrete rewrites, and produce actionable, prioritized improvements.

Core Features & Use Cases

  • Classification and scoring using the Prompt Critique Rubric
  • Top recommendations with exact rewrites and rationale
  • Token-count aware diagnostics to optimize prompts for cost and performance
  • Anti-pattern detection and mitigation guidance

Quick Start

Provide a prompt to critique and receive a structured improvement plan with concrete rewrites.

Frequently Asked Questions about prompt-critique

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

FAQPage Schema
How do I evaluate a prompt to find anti-patterns and get actionable improvements?▼

Prompt critique uses a systematic rubric to classify anti-patterns, apply weight-based scoring, and generate concrete rewrites with rationale, providing a deterministic evaluation to guide your prompt optimization decisions.

What is the best way to optimize a prompt for token count and cost?▼

The best way to optimize token count is to run the prompt through a diagnostic evaluation that analyzes token usage alongside anti-pattern detection, producing prioritized recommendations and exact rewrites to reduce cost and improve performance.

How do I systematically rewrite a prompt to fix structural weaknesses?▼

You can systematically rewrite a prompt by applying a structured critique rubric that identifies specific weaknesses, scores them by weight, and outputs top recommendations with exact text rewrites and the rationale behind each change.

Can I get automated expert recommendations for improving my prompt engineering?▼

Automated prompt critique applies a structured rubric to evaluate your prompt and generate expert recommendations, delivering deterministic results with prioritized improvements, concrete rewrites, and token-analysis metrics.

Does prompt critique work without connecting external dependencies or libraries?▼

Yes, prompt critique works standalone without external dependencies, using an internal Prompt Critique Rubric to perform systematic classification, weight-based scoring, and token-aware diagnostics directly on the text you provide.

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