prp-bro

Rewrites the previous AI response in plain language without jargon.

2.2k|608|Updated Jun 21, 2025
One-click install
npx skills add https://github.com/Wirasm/PRPs-agentic-eng --skill prp-bro
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prp-bro
Source: https://github.com/Wirasm/PRPs-agentic-eng/tree/main/plugins/prp-core/skills/prp-bro
Command: npx skills add https://github.com/Wirasm/PRPs-agentic-eng --skill prp-bro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Technical AI responses are often dense with jargon, making them hard to scan for tired engineers or non-specialist stakeholders who just need the key points.

Core Features & Use Cases

  • Plain-Language Rewriting: Restates the previous response with short sentences and the simplest accurate words.
  • Content Preservation: Keeps decisions, caveats, blockers, and critical numbers intact while cutting jargon.
  • Scannable Formatting: Uses bullet lists when they make the rewrite easier to read.
  • Use Case: After receiving a long technical explanation of a build failure, invoke this Skill to get the same information restated plainly for a quick status update to your team.

Quick Start

Ask the AI to say that plainly or invoke /prp-bro after any response you want restated in simpler words.

Frequently Asked Questions about prp-bro

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

FAQPage Schema
How do I make an AI response easier to understand?

Invoke the prp-bro skill or say "explain it simply" after any response. It rewrites the previous answer in plain language with short sentences and no jargon, without re-analyzing the problem.

Does simplifying a response lose important technical details?

No. The rewrite preserves decisions, caveats, blockers, and numbers that affect what happens next. Only jargon and complex phrasing are removed, not substantive content.

When should I use plain-language rewriting instead of asking a new question?

Use it when the original answer was correct but too dense to scan or share. It is a rewrite of the same content, not a second attempt at solving the problem, so it will not add new analysis.

Can I use this for non-technical audiences like managers or clients?

Yes. The rewrite talks like one person explaining something to another, making it suitable for status updates to stakeholders who need the key points without engineering terminology.