What is the '225x efficiency' based on?

This is based on common operations like 'gt stack' which typically returns ~15KB of JSON (4,108 tokens). The skill summarizes this into roughly 18 tokens, a 99.6% reduction in context pollution.

Can I use this without the Graphite CLI?

Yes. While it features specific optimizations for Graphite stacked diffs, it also provides significant context savings for standard Git operations like 'git log', 'git diff', and 'git status'.

Do I need to manually trigger the delegation?

No, the skill uses SessionStart hooks to automatically inject delegation patterns. Once installed, Claude knows to delegate verbose Git or Graphite operations without extra user input.

How does the Graphite Skill reduce token usage?

It intercepts verbose CLI outputs (like large JSON or logs) and processes them in a separate subagent context. Only a concise summary is returned to the main session, keeping the primary context window clean.

Is this skill team-friendly?

Absolutely. The configuration and hooks are stored within the project's .claude/ directory, allowing you to commit the settings to Git so every team member benefits from the same optimizations.

Graphite & Git Context Optimizer

Name: Graphite & Git Context Optimizer
Author: slamb2k

byslamb2k

•

開発者ツール

Optimizes Claude Code context by automatically delegating verbose Git and Graphite CLI operations to subagents for concise summarization.

The Graphite & Git Context Optimizer solves the 'context pollution' problem where large Git logs or Graphite stack outputs consume thousands of tokens, rapidly degrading Claude's reasoning capabilities. By utilizing SessionStart hooks, this skill automatically identifies high-verbosity commands and redirects them to isolated Task subagents. These subagents process raw CLI data and return summarized results, achieving up to a 225x reduction in token consumption. This ensures your context window remains clean for complex coding tasks, enabling over 100 operations per session compared to just a few standard Git queries.

主な機能

01225x reduction in context window token consumption (4,108 to 18 tokens)

02Pre-configured patterns for Graphite stacked diffs and PR management

033 GitHub stars

04Automatic delegation of verbose CLI outputs to isolated subagents

05Git-trackable configuration for standardized team-wide distribution

06Seamless SessionStart hooks for zero-friction background activation

ユースケース

01Managing complex Graphite stacked diffs without exhausting the context window

02Implementing standardized, context-efficient Git workflows across large development teams

03Reviewing extensive Git commit histories and large diffs while maintaining Claude's focus

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