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.