Can this skill help with specific coding styles?

Yes, it generates specific sections for coding conventions and imperative 'NEVER/ALWAYS' rules that guide the agent's code generation style.

How does the Context Optimizer handle large projects?

It splits broad context into focused files like API_CONVENTIONS.md or TESTING.md to keep individual files under 3000 words for optimal AI performance.

Should I duplicate my root CLAUDE.md content?

No. If autoLoadClaudeMd is enabled, the optimizer avoids repeating content to save context space and prevent conflicting instructions.

What is the role of context-metadata.json?

It provides descriptions for your context files, helping AI agents understand which files are relevant to a specific task before loading them.

What is the purpose of .automaker/context/ files?

These files provide persistent, high-quality project knowledge that Automaker prepends to agent prompts, ensuring the AI follows your specific rules and conventions.

Automaker Context Optimizer

Name: Automaker Context Optimizer
Author: jbactad

byjbactad

0•

생산성 및 워크플로

Optimizes AI agent project understanding by creating and structuring specialized context files for Automaker environments.

The Automaker Context Optimizer skill streamlines the creation of high-quality project knowledge files, ensuring AI agents have the precise context needed for every prompt. It automates the generation of .automaker/context/ files, including the primary CLAUDE.md and supplementary guides like CODE_QUALITY.md or API_CONVENTIONS.md. By leveraging imperative language and structured metadata, this skill helps developers reduce hallucinations and ensure AI agents strictly adhere to project-specific tech stacks, coding conventions, and architectural constraints within the Automaker SDK.

주요 기능

01Analyzes tech stacks and directory structures to inject accurate project knowledge.

020 GitHub stars

03Generates structured .automaker/context/CLAUDE.md files based on project analysis.

04Defines critical project rules and anti-patterns using imperative language for AI agents.

05Modularizes large context files into focused, domain-specific supplementary guides.

06Creates context-metadata.json for enhanced agent file discovery and relevance.

사용 사례

01Optimizing existing agent prompts to reduce context window bloat and noise.

02Defining strict architectural boundaries and coding standards for AI-led development.

03Setting up a new Automaker-powered project with standardized AI instructions.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jbactad/claude-plugins context-optimizer

For use in Claude.ai and ChatGPT

주요 기능

01Analyzes tech stacks and directory structures to inject accurate project knowledge.

020 GitHub stars

03Generates structured .automaker/context/CLAUDE.md files based on project analysis.

04Defines critical project rules and anti-patterns using imperative language for AI agents.

05Modularizes large context files into focused, domain-specific supplementary guides.

06Creates context-metadata.json for enhanced agent file discovery and relevance.

사용 사례

01Optimizing existing agent prompts to reduce context window bloat and noise.

02Defining strict architectural boundaries and coding standards for AI-led development.

03Setting up a new Automaker-powered project with standardized AI instructions.