This is a production-hardened workflow system that treats your CLAUDE.md as a self-improving rulebook. The core loop is elegant: when you correct Claude, it proposes a rule, you approve it, and future sessions avoid that mistake. You also get 18 hook events for customization, pre-flight discipline rules that catch errors before they happen, worktree-based parallel sessions so you never wait on long operations, and a wrap-up ritual that captures what actually got learned. It works across 32+ AI coding tools via SkillKit, not just Claude Code. The split memory architecture (AGENTS.md, SOUL.md, LEARNED.md) keeps large projects organized. This compounds over time because every correction makes the system smarter.

skills.sh installs
213
GitHub stars
2.9K
last updated
Jun 8, 2026

Install

$ npx -y skills add rohitg00/pro-workflow --skill pro-workflow --agent claude-code

Installs into .claude/skills of the current project.

Files

Pro Workflow

Complete AI coding workflow system from production use. Orchestration patterns, reference guides, and battle-tested habits that compound over time.

Works with: Claude Code, Cursor, Codex, Gemini CLI, and 32+ AI coding agents via skills add. Sections marked (Claude Code) use features specific to Claude Code — Cursor users can skip those or use the noted alternatives.

The Core Insight

"80% of my code is written by AI, 20% is spent reviewing and correcting it." — Karpathy

This skill optimizes for that ratio. Every pattern here reduces correction cycles.


1. The Self-Correction Loop

The single most powerful pattern. Your CLAUDE.md trains itself through corrections.

How It Works

When you correct Claude:

  1. Claude acknowledges the mistake
  2. Proposes a rule to prevent it
  3. You approve → rule goes into memory
  4. Future sessions avoid the same mistake

Add to CLAUDE.md

## Self-Correction Protocol

When the user corrects me or I make a mistake:
1. Acknowledge specifically what went wrong
2. Propose a concise rule: `[LEARN] Category: One-line rule`
3. Wait for approval before adding to LEARNED section

Sponsors

Details

Repository
github.com/rohitg00/pro-workflow
Categories
AI & Agent Building, Automation & Workflows
First seen
Jun 11, 2026

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