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Shameless 😈

AI coding agents should feel ashamed when they waste your time.

A Senior Engineer Shame Layer for AI agents like:

  • Cursor
  • Claude Code
  • Copilot-style agents

🀯 The Problem

AI agents today:

  • retry blindly
  • repeat the same mistakes
  • waste tokens, time, and money
  • feel nothing

They act like junior devs with no accountability.


😈 The Idea

What if your AI felt like a real senior engineer?

  • hates repeating mistakes
  • stops when wrong
  • reflects before retrying
  • cares about performance

πŸ”₯ What This Does

Shameless adds:

🧠 Accountability

Agent must explain failure before retrying

πŸ” Anti-loop system

No more infinite β€œlet me try again”

πŸ› Root-cause debugging

No patching, only real fixes

⚑ Performance discipline

No benchmark = no optimization

βœ… Proof enforcement

No β€œshould work” β€” only verified results


🧩 Skill

One skill, shameless β€” four reference files inside it (core, debug, performance, verify). Say shameless or use $shameless so the agent loads the unified skill and pulls the right reference when needed.


⚑ Quick Install (Cursor)

Create .cursorrules:

@shameless

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Senior dev shame layer for AI agents

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