gh-slamb2k-mad-skills-carbon-flow/skills/graphite-skill/references

Graphite Context-Optimized Plugin for Claude Code

Stop drowning in verbose git/Graphite output. This plugin automatically enables context-efficient workflows for all git and Graphite CLI operations in Claude Code.

🎯 What This Does

Transforms Claude Code's interaction with git/Graphite from context-polluting to context-efficient:

Before (without plugin):

You: "Check my Graphite stack"
Claude: [Returns 15KB of JSON → 4,000+ tokens consumed]
Context: Polluted, reasoning degraded

After (with plugin):

You: "Check my Graphite stack"
Claude: [Automatically delegates to Task subagent]
Subagent: [Processes 15KB in isolated context]
Claude: "✓ feature/auth | 3 PRs | Review #456"
Context: Clean, 18 tokens used (225x more efficient)

✨ Features

• 🔄 Automatic Delegation - Task subagents handle verbose operations automatically
• 🎨 Colored Agent Support - Optional custom agent with cyan terminal output
• ⚡ Zero Friction - SessionStart hook activates patterns automatically
• 📦 Team-Ready - Git-trackable configuration for team distribution
• 🎯 225x Efficiency - Dramatic context window improvements
• 🔧 Flexible - Supports both Task tool (simple) and custom agents (enhanced UX)

🚀 Quick Start

Installation

# Clone this repository
git clone https://github.com/your-username/carbon.git
cd carbon

# Option 1: Install globally (affects all projects)
./install.sh --global

# Option 2: Install in current project (recommended for teams)
./install.sh --project

# Option 3: Manual installation
mkdir -p .claude/plugins/carbon
cp -r hooks settings.json plugin.json .claude/plugins/carbon/
chmod +x .claude/plugins/carbon/hooks/session-start.sh

Verification

# Test the installation
./test/verify-installation.sh

# Start Claude Code with debug mode
claude --debug hooks

# Test automatic delegation
claude
> "Check my Graphite stack"
# Should automatically use Task delegation ✓

📚 Documentation

• Quick Start Guide - Get running in 5 minutes
• User Guide - Complete usage documentation
• Architecture - How it works under the hood
• Custom Agents - Optional colored agent setup
• Troubleshooting - Common issues and solutions

🎨 Two Approaches

Task Tool (Default - Recommended for Most Users)

Zero setup, works immediately:

You: "Check my stack"
Claude: [Uses Task delegation automatically]

Characteristics:

• ⚡ No configuration needed
• 📦 Works universally
• 🎯 Full context isolation
• ⚪ Generic terminal output

Custom Agent (Optional - Power Users)

Enhanced UX with colored output:

# One-time setup
/agents create
  Name: graphite-ops
  Color: cyan
  Template: ./agents/graphite-ops-template.md

# Use with color
You: "graphite-ops check my stack"
graphite-ops [cyan]: ✓ feature/auth | 3 PRs | Review #456

Characteristics:

• 🎨 Colored terminal output
• 👤 Consistent persona
• 📁 Git-tracked definition
• 🎯 Same context isolation

See Custom Agents Guide for setup instructions.

🔧 How It Works

SessionStart Hook

The plugin uses a SessionStart hook to inject context-optimization patterns into Claude's context window automatically:

1. Session starts → Hook fires
2. Hook detects: git repo, Graphite CLI, custom agent
3. Hook injects: ~800 tokens of patterns into context
4. Claude knows: Use Task delegation for verbose operations
5. User benefits: Automatic context efficiency, zero friction

Automatic Delegation

When you request git/Graphite operations, Claude automatically:

1. Recognizes the operation will return verbose output
2. Delegates to Task subagent with explicit instructions
3. Subagent executes with --json and 2>/dev/null
4. Subagent parses and returns summary <50 tokens
5. You receive concise, actionable summary

No manual invocation needed - it just works!

📊 Efficiency Metrics

Metric	Before (Raw CLI)	After (Plugin)	Improvement
Tokens consumed	4,108	18	225x
Context pollution	High	Minimal	99.6% reduction
Response quality	Degraded	Optimal	Focused reasoning
User effort	Manual patterns	Zero	Automatic

🎯 Use Cases

For Solo Developers

# Just use Claude naturally
"Check my stack"
"Show PRs needing review"
"Submit for review"

# Plugin handles context efficiency automatically

For Teams

# One-time setup
git clone <your-repo>
./install.sh --project
git add .claude/
git commit -m "Add Graphite context-optimization"

# Team members pull and get:
# ✓ Automatic context optimization
# ✓ Consistent behavior
# ✓ Zero per-developer setup

Supported Operations

Graphite CLI:

• gt stack - Stack status with delegation
• gt pr list - PR listing with filtering
• gt pr info - Detailed PR data with parsing
• gt submit - Submission with confirmation
• All other verbose gt commands

Git:

• git log --graph - Commit history with summarization
• git diff - Changes with statistics
• git status - Status with file grouping
• All other verbose git commands

🛠️ Configuration

Default Configuration

The plugin works out-of-box with sensible defaults. No configuration required.

Custom Configuration

Adjust behavior by editing .claude/plugins/carbon/config.json:

{
  "contextTokens": 800,
  "delegationThreshold": 100,
  "autoDetectGraphite": true,
  "autoDetectCustomAgent": true,
  "enableTaskDelegation": true,
  "enableCustomAgent": true
}

See Configuration Guide for details.

🤝 Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

Development Setup

# Clone repository
git clone https://github.com/your-username/carbon.git
cd carbon

# Install dependencies (jq required)
# Ubuntu/Debian: sudo apt install jq
# macOS: brew install jq

# Run tests
./test/run-tests.sh

# Make changes
# ...

# Test your changes
./test/verify-installation.sh

📝 License

MIT License - see LICENSE for details.

🙏 Acknowledgments

• Graphite - Excellent stacked diff workflow tool
• Claude Code - Powerful AI-assisted development
• Community contributors who provided feedback and testing

📮 Support

• Issues: GitHub Issues
• Discussions: GitHub Discussions
• Documentation: docs/

🚦 Status

• ✅ Production-ready
• ✅ Actively maintained
• ✅ Tested with Claude Code 2.0+
• ✅ Compatible with Graphite CLI 1.0+

📈 Roadmap

• Additional git workflow patterns
• Integration with other git tools (gh, lab)
• Advanced custom agent templates
• VSCode extension integration
• Metrics dashboard for context efficiency

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Install once → Benefit forever → Share with team → Zero-friction context efficiency! 🚀