A battle-tested AI coding workflow framework for Claude Code and Cursor, featuring self-correcting memory, parallel worktrees, and automated quality gates to help developers achieve the 80/20 AI coding efficiency ratio.
Overview#
Pro Workflow is a battle-tested AI coding workflow framework built on the 80/20 principle from Andrej Karpathy: "80% of my code is written by AI, 20% is spent reviewing and correcting it."
Author: Rohit Ghumare (rohitg00) Version: v1.3.0 Activity: 56 commits, actively maintained
Core Capabilities#
Eight Core Patterns#
| Pattern | Function |
|---|---|
| Self-Correction Loop | Claude learns automatically from user corrections |
| Parallel Worktrees | Zero downtime - native claude -w worktrees |
| Wrap-Up Ritual | Capture learnings at session end |
| Split Memory | Modular CLAUDE.md for complex projects |
| 80/20 Review | Checkpoint batch reviews |
| Model Selection | Opus 4.6 adaptive thinking, Sonnet 4.6 (1M context) |
| Context Discipline | Manage 200k token budget |
| Learning Log | Auto-document insights |
Components#
- 9 Skills: pro-workflow, smart-commit, wrap-up, learn-rule, parallel-worktrees, replay-learnings, session-handoff, insights, deslop
- 3 Agents: Planner, Reviewer, Scout
- 12 Hooks: Automated workflow execution
- 10 Commands: Claude Code namespace commands
- 3 Contexts: dev, review, research
- 6 Rules: Quality gates, atomic commits, context discipline, etc.
Data Persistence#
- SQLite database + FTS5 full-text search
- Location:
~/.pro-workflow/data.db - 10 learning categories: Navigation, Editing, Testing, Git, Quality, Context, Architecture, Performance, Claude-Code, Prompting
Core Commands#
| Command | Purpose |
|---|---|
/pro-workflow:wrap-up | Session end checklist |
/pro-workflow:learn-rule | Extract corrections to memory |
/pro-workflow:parallel | Worktree setup guide |
/pro-workflow:search | Search learnings by keyword |
/pro-workflow:commit | Smart commit with quality gates |
/pro-workflow:insights | Session analysis, learning patterns, correction heatmap |
/pro-workflow:handoff | Generate session handoff document |
Installation#
Claude Code One-Click Install#
# Add marketplace
/plugin marketplace add rohitg00/pro-workflow
# Install plugin
/plugin install pro-workflow@pro-workflow
Cursor Install#
/add-plugin pro-workflow
SkillKit Universal Install (32+ agents)#
npx skillkit install pro-workflow
npx skillkit translate pro-workflow --agent cursor
Architecture#
Command → Agent → Skill
- Command: User input, slash commands
- Agent: Orchestration, planning and review
- Skill: Execution, domain logic
Self-Correction Loop#
1. Correct (User fixes error)
2. Propose ([LEARN] rule)
3. Approve (User confirms)
4. Persist (LEARNED.md / Database)
Split Memory Structure#
- CLAUDE.MD: Entry point - imports all modules
- AGENTS.MD: Workflow rules
- SOUL.MD: Style preferences
- LEARNED.MD: Auto-populated
Model Selection Strategy#
| Task | Recommended Model |
|---|---|
| Quick fixes | Haiku 4.5 |
| Feature development | Sonnet 4.6 (adaptive thinking) |
| Refactoring | Opus 4.6 (adaptive thinking) |
| Architecture | Opus 4.6 (1M context beta) |
Unconfirmed Information#
- License type not explicitly stated in README
- No quantitative performance benchmarks
- No enterprise adoption cases
- No Hugging Face association
- Agent teams feature is experimental