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prompt-rewriter

Official

Turn prompts into clean, outcome-based prompts.

Content & Communication#audit#prompt-engineering#prompt#system-prompt#rewrite#outcome-based
Authorm2ai-portfolio
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Rewrite system prompts to strip compensating complexity and produce clean outcome-based prompts. Takes audit output (from compensating-complexity-auditor or manual analysis) and produces a four-component prompt — outcome spec, constraints, tools, coordination pattern. Use when modernizing prompts after a model upgrade, simplifying over-engineered system prompts, or converting procedural instructions to outcome-based ones. Trigger on "rewrite prompt", "simplify prompt", "strip scaffolding", "outcome-based prompt", "modernize prompt".

Core Features & Use Cases

  • Transforms audit outputs into a concise four-section prompt (Outcome, Constraints, Tools, Coordination).
  • Preserves essential intent while removing unnecessary scaffolding and procedural noise.
  • Use Case: Modernizing prompts after an AI model upgrade or converting legacy prompts to outcome-based directives.

Quick Start

Provide the audited system prompt or an audit result and request a rewrite to an outcome-based prompt.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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-rewriter
Download link: https://github.com/m2ai-portfolio/m2ai-skills-pack/archive/main.zip#prompt-rewriter

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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