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Claude Spaces Model

Built with Claude Code Claude Code Projects Master Index

License Status Platform Claude Code

An index of Claude Code workspace repositories used for system administration tasks. This documents a pattern I've identified and implemented for using Claude Code beyond traditional software development.

Note: "Claude Spaces" is my own terminology, not official Anthropic terminology.

What Are Claude Spaces?

Claude Spaces are Claude Code workspaces structured as repositories, where the primary use case is not traditional code development or editing. Instead, they leverage repository/folder structure to tightly modularize project context and data for operational, administrative, or creative workflows.

The pattern involves organizing workspaces around specific domains (desktop management, network administration, content creation, etc.) rather than software projects. This approach adapts version control and workspace organization for non-development use cases.

Each workspace typically includes:

  • Context: Domain-specific information and configurations
  • Memory: Historical interactions and learned patterns
  • History: Documentation of actions and decisions

Repository Index

This repository catalogs Claude Spaces I've created, organized into two categories:

1. Local System Administration

Local Admin

Workspaces for administering local computers (developed for Linux desktops).

General Purpose Local Admin

Repository Scope Description Companion Resources
Claude Linux Desktop Manager Desktop Desktop environment management (GUI WIP) Slash Commands
CLAUDE.md Seeder
Home Folder Claude MD Home Home directory administration -
Claude Code Repo Managers ClaudeMD Repos Repository base level management -

Task-Specific Local Admin

Repository Task Type Description
Claude Conda Manager Conda Conda environment management
Claude Code Security Auditor Security Security auditing workspace

2. Remote System Administration

Remote Admin

Workspaces for administering devices on local networks or remote systems over SSH.

Repository Protocol/Scope Description
Claude Code Remote Machine Admin Space SSH Individual remote system administration
Claude Code LAN Manager LAN Homelab and collective remote management

Use Cases

Current implementations use Claude Code for:

  • System configuration and optimization
  • Package and dependency management
  • Network administration
  • Security auditing and hardening
  • Environment setup and maintenance
  • Multi-system orchestration
  • Infrastructure documentation

Potential Applications

Coming Soon

The pattern could extend to other domains beyond system administration. The approach of maintaining persistent context, history, and system prompts in workspace repositories could apply to various operational workflows.

See iteration.md for a comprehensive list of potential applications across content creation, research, business operations, education, and more.

Media Processing & Creative Workflows

Space Name Category Description
Claude Video Processing Space Video Video editing, transcoding, and manipulation workflows using ffmpeg, MLT, and other CLI tools
Claude Audio Processing Space Audio Audio engineering, podcast production, music processing with Sox, ffmpeg, and audio libraries
Claude Image Workspace Images Batch image processing, optimization, format conversion, and computer vision tasks

Data & Analytics

Space Name Category Description
Claude Data Pipeline Space Data ETL workflows, data transformation, and analytics automation
Claude Database Admin Space Database Database maintenance, backup orchestration, query optimization, and schema management

Content & Documentation

Space Name Category Description
Claude Documentation Generator Space Docs Technical writing, API documentation generation, and knowledge base management
Claude Content Publishing Space Publishing Blog management, static site generation, content pipeline automation

Development Operations

Space Name Category Description
Claude Container Orchestration Space Containers Docker/Podman management, container lifecycle, and registry operations
Claude CI/CD Pipeline Space Pipeline Build automation, testing workflows, and deployment orchestration
Claude Backup & Recovery Space Backup Backup strategy management, disaster recovery planning, and restoration workflows

Research & Scientific Computing

Space Name Category Description
Claude Deep Research Space Research Task-specific research workspaces with accumulated context, sources, and analytical threads
Claude ML Experiment Space ML Machine learning experiment tracking, model versioning, and hyperparameter management
Claude Scientific Computing Space Science HPC job management, computational workflows, and research data organization

Monitoring & Observability

Space Name Category Description
Claude Monitoring Space Monitoring Log aggregation, metrics collection, alerting configuration, and observability dashboards

Any domain involving systematic workflows and accumulated context could potentially benefit from this workspace pattern.

Pattern Characteristics

The defining characteristic: using repository/folder structure to tightly modularize project context and data for non-traditional code development use cases.

This approach adapts Claude Code for operational, administrative, and creative tasks by maintaining persistent workspaces with:

  • Repository-based organization leveraging version control for context management
  • Accumulated context specific to the domain
  • Historical records of actions and decisions
  • System prompts tailored to the workflow
  • Documentation that evolves with use

The pattern makes complex operational tasks more repeatable and better documented by treating them as ongoing collaborative processes rather than isolated sessions—all within the familiar structure of a repository, but without the focus on code editing or software development.

Implementation Agnostic Pattern

While this repository demonstrates the pattern using Claude Code, this is fundamentally an AI agent CLI + repository pattern that can be implemented with any AI agent wrapper or CLI tool.

Why This Pattern Works

The core insight is that modularizing context, history, MCP servers, and configurations into dedicated repositories provides significant benefits for non-development tasks:

  • Context Persistence: Repository structure maintains domain-specific context across sessions
  • History Tracking: Version control naturally documents the evolution of configurations and decisions
  • Modular Configuration: Each workspace can have tailored system prompts, slash commands, and MCP servers
  • Reproducibility: Workspace repositories can be cloned, shared, or restored
  • Organization: Clear separation of concerns across different operational domains

Alternative Implementations

This pattern could equally be implemented with:

  • Qwen CLI/Wrapper: Using Qwen's command-line interface with repository-based workspaces
  • Goose: Duck AI's agent system with folder-based context management
  • Codex Wrappers: OpenAI Codex CLIs with persistent workspace configurations
  • Aider: AI pair programming tool with project-specific context
  • Continue: VS Code extension with workspace-level customization
  • Custom Agent Implementations: Any AI agent system that can work with file-based context and configuration

Core Requirements

Any AI agent CLI can adopt this pattern if it supports:

  1. Working Directory Context: Ability to operate within a specific folder/repository
  2. Configuration Files: Support for workspace-specific settings (e.g., CLAUDE.md, system prompts, slash commands)
  3. Persistent Memory: Mechanism to maintain context across sessions (files, databases, etc.)
  4. Tool/MCP Integration: Extensibility through plugins, tools, or Model Context Protocol servers

The specific implementation (Claude Code, Qwen, Goose, etc.) is simply the execution layer—the real value comes from the repository-based modularization of operational workflows.

This repository documents my implementation using Claude Code, but the underlying pattern is tool-agnostic and represents a broader approach to AI-assisted operational work.

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Outline for using various repositories as discrete workspaces for Claude Code

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