ggg
OfficialShrink context, save costs.
Software Engineering#code analysis#cost optimization#gatekeeper#token reduction#llm efficiency#context filtering
AuthorContentsUS
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill dramatically reduces the amount of text sent to AI models, cutting down on processing time and API costs by filtering out irrelevant information.
Core Features & Use Cases
- Token Reduction: Filters large files or complex codebases to retain only the most relevant parts, saving 50-90% of tokens.
- Cost Savings: Achieves significant cost reductions per task, as demonstrated by a 69% saving in the example.
- Use Case: When analyzing a large configuration file or a complex piece of code for a specific bug fix, use
gggto focus the AI's attention on the critical sections, leading to faster and cheaper analysis.
Quick Start
Use the ggg skill to filter the file 'src/auth.ts' for the task 'Fix login bug' using auto mode.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ggg Download link: https://github.com/ContentsUS/Agentic-AI-Paji/archive/main.zip#ggg Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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