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•

生产力与工作流

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.

主要功能

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.

使用场景

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

主要功能

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.

使用场景

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.