🧠 Cursor AI Toolkit

AI Self-Improvement Commands for Cursor IDE - Learning, Rules & Context Management

🚀 Quick Install

npx cursor-ai-toolkit

One command installs 8 AI self-improvement commands for Cursor.

What is AI Toolkit?

AI Toolkit enhances Cursor's AI capabilities with:

• Pattern Learning - Extract patterns from your codebase and create persistent memories
• Rule Generation - Auto-generate .mdc rules from established patterns
• Self-Healing - Fix bugs and proactively find similar issues
• Context Management - Prevent context drift in long conversations

📦 Command Bundles

| Bundle | Commands | Use Case | |--------|----------|----------| | Minimal | 4 | Core learning only | | Standard | 8 | + Context management |

🔧 Commands Reference

🧠 Learning

| Command | Description | |---------|-------------| | /generate-memories | Create persistent memories from session patterns | | /generate-rules | Auto-generate .mdc rules from codebase analysis | | /self-heal | Fix a bug and find/fix similar antipatterns | | /self-improve | Learn from user patterns, evolve behavior |

📊 Context Management

| Command | Description | |---------|-------------| | /context-prune | Summarize progress, prevent context drift | | /orchestrate | Multi-agent coordination for complex tasks | | /ask-clarification | Request missing information before proceeding | | /smart-detection | Auto-detect changes and make smart decisions |

💡 Example Usage

Generate Memories from Session

/generate-memories

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  MEMORY GENERATION
════════════════════════════════════════════════════════════════

📊 SESSION ANALYSIS

Patterns detected:
  1. Used useWatch 5 times (consistent)
  2. Applied AbortController pattern 3 times
  3. Skipped optional docs

📝 PROPOSED MEMORIES

1. [Preference] React Hook Form
   "Use useWatch hook instead of methods.watch()"
   Create? (y/n)

Auto-Generate Rules

/generate-rules src/components

════════════════════════════════════════════════════════════════
  PATTERN ANALYSIS RESULTS
════════════════════════════════════════════════════════════════

## Detected Patterns (423 files analyzed)

✅ Styled component namespace: 98% use `* as S`
✅ Feature folder structure: 87% follow standard
⚠️ Barrel files: 23% still use index.ts

📁 Created: .cursor/rules/component-patterns.mdc

Self-Healing Bug Fix

/self-heal "TypeError: Cannot read property 'data' of null"

Root Cause: Race condition - component unmounted before async resolved

✅ Fixed: useBookingData.ts:45
✅ Found 5 similar patterns
✅ Applied fix to all occurrences
✅ Added to .cursor/rules/web-standards.mdc

🛠️ CLI Commands

npx cursor-ai-toolkit              # Interactive install
npx cursor-ai-toolkit --bundle standard -y  # Non-interactive
npx cursor-ai-toolkit status       # Check installation
npx cursor-ai-toolkit list         # List all commands
npx cursor-ai-toolkit help         # Show help

📂 Installation Structure

After installation:

.cursor/
└── commands/
    ├── generate-memories.md
    ├── generate-rules.md
    ├── self-heal.md
    ├── self-improve.md
    ├── context-prune.md
    ├── orchestrate.md
    ├── ask-clarification.md
    └── smart-detection.md

🤝 Works With

• Buddy OS - Role-aware autonomous agent
• Cursor Full-Flow - Jira to PR automation
• Cursor Quality Suite - Testing & quality

📄 License

MIT © Sharath Chandra

Make your AI smarter with every interaction.