Do I need the Graphite CLI installed to use this?

While the skill significantly improves standard git operations, you will need the Graphite CLI installed to take advantage of the specific stacked diff and PR management features.

What is the primary benefit of the '225x efficiency' claim?

It means you can perform roughly 50 to 100 times more git-related operations in a single Claude session before reaching context limits compared to raw CLI usage.

How does this skill reduce context usage?

It identifies verbose git or Graphite commands and runs them in an isolated subagent, returning only a tiny summary to the main chat instead of the full raw output.

Is this skill difficult to set up in a new project?

No, the skill features auto-detection via SessionStart hooks that will intelligently prompt you with the exact installation command if it detects a missing setup in your current project.

Can I share these optimizations with my development team?

Yes, the Graphite Skill is designed to be checked into your git repository, allowing every team member to benefit from consistent, optimized workflows without individual setup.

Graphite Workflow Optimizer

Name: Graphite Workflow Optimizer
Author: slamb2k

byslamb2k

0•

開発者ツール

Optimizes Claude Code's git and Graphite workflows by automatically delegating verbose CLI operations to subagents, reducing context usage by up to 225x.

The Graphite Skill solves the common problem of context window exhaustion caused by verbose git and Graphite CLI outputs. By using SessionStart hooks to inject delegation patterns, it ensures that raw data—like 15KB JSON stack traces or massive git logs—is processed in isolated subagent contexts. Claude then receives a concise, actionable summary of less than 50 tokens instead of thousands, preserving the model's reasoning capabilities and allowing for over 100 operations in a single session without performance degradation. It is particularly useful for developers managing complex stacked diffs and high-velocity PR workflows.

主な機能

01SessionStart hooks for zero-friction, automatic pattern injection

02Full support for Graphite stacked diffs and PR management commands

03Git-trackable configuration for seamless team-wide distribution

040 GitHub stars

05Automatic subagent delegation for verbose CLI output processing

06Context isolation preventing reasoning degradation from token bloat

ユースケース

01Managing complex Graphite stacks with multiple dependent pull requests

02Reviewing large git diffs and commit histories without polluting the chat context

03Extending long coding sessions by maintaining a clean and efficient context window

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add slamb2k/mad-skills graphite-skill

For use in Claude.ai and ChatGPT