🚀 Ultimate Claude Code & GLM Suite

40+ specialized AI agents, 15+ MCP tools, 7 PROACTIVELY auto-triggering coordinators for Claude Code. Works with Anthropic Claude and Z.AI/GLM models (90% cost savings).

💡 Tip: Use invite token R0K78RJKNW for 10% OFF Z.AI GLM Plan subscription: https://z.ai/subscribe?ic=R0K78RJKNW

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🎯 What's New (January 2026)

✨ Latest Updates

• 📊 Agent Coordination System - 7 PROACTIVELY coordinators automatically orchestrate 31 specialists
• 🎨 ui-ux-pro-max Integration - Professional UI/UX agent with 50+ styles, 97 palettes, WCAG compliance
• 📝 MASTER-PROMPT.md Enhanced - Complete workflow examples, proper markdown formatting
• 🔧 All 7 Coordinators Documented - studio-coach, ui-ux-pro-max, whimsy-injector, test-writer-fixer, experiment-tracker, studio-producer, project-shipper
• 📚 Complete Documentation - Workflow examples, coordination patterns, real-world use cases

🏗️ Architecture Overview

38 Total Agents = 7 Coordinators + 31 Specialists

The 7 PROACTIVELY coordinators auto-trigger based on context and orchestrate specialists automatically:

Coordinator	Department	Auto-Triggers On
ui-ux-pro-max	Design	UI/UX design work, components, pages
whimsy-injector	Design	After UI/UX changes for delightful touches
test-writer-fixer	Engineering	After code modifications for testing
experiment-tracker	Project Management	Feature flags, A/B tests, experiments
studio-producer	Project Management	Cross-team coordination, resource conflicts
project-shipper	Project Management	Launches, releases, go-to-market activities
studio-coach	Bonus	Complex multi-agent tasks, agent confusion

How It Works:

• Automatic Path: Coordinators auto-trigger → call specialists → coordinate workflow
• Manual Path: You directly invoke any specialist for precise control
• Best of Both: Automation when you want it, control when you need it

Real Example:

You: "I need a viral TikTok app in 2 weeks"
      ↓
[studio-coach PROACTIVELY triggers]
      ↓
Coordinates: rapid-prototyper + tiktok-strategist + frontend-developer
      ↓
[whimsy-injector PROACTIVELY triggers]
      ↓
Adds delightful touches
      ↓
[project-shipper PROACTIVELY triggers]
      ↓
Plans launch strategy
      ↓
Result: Complete app, launch-ready ✓

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🚀 Quick Start

# Clone the repository
git clone https://github.rommark.dev/admin/claude-code-glm-suite.git
cd claude-code-glm-suite

# Run the interactive installer
chmod +x interactive-install-claude.sh
./interactive-install-claude.sh

# Follow the prompts:
# ✅ Choose model (Anthropic/Z.AI)
# ✅ Select agent categories to install
# ✅ Configure MCP tools
# ✅ Enter your API key
# ✅ Launch Claude Code

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⚠️ IMPORTANT: For Z.AI / GLM Users

If using the GLM Coding Plan (90% cheaper), you MUST configure GLM FIRST before using Claude Code!

🎯 EASIEST METHOD - Use Z.AI Coding Helper Wizard:

# Install coding helper and run setup wizard
npm install -g @z_ai/coding-helper
npx @z_ai/coding-helper init

# The wizard will:
# ✅ Ask for your Z.AI API key
# ✅ Configure Claude Code for GLM automatically
# ✅ Set up model mappings (glm-4.5-air, glm-4.7)
# ✅ Verify everything works

# Start Claude Code with GLM
claude

Manual Configuration (if you prefer):

# Get API key: https://z.ai/
mkdir -p ~/.claude
cat > ~/.claude/settings.json << 'EOF'
{
  "env": {
    "ANTHROPIC_AUTH_TOKEN": "YOUR_ZAI_API_KEY_HERE",
    "ANTHROPIC_BASE_URL": "https://api.z.ai/api/anthropic",
    "API_TIMEOUT_MS": "3000000",
    "ANTHROPIC_DEFAULT_HAIKU_MODEL": "glm-4.5-air",
    "ANTHROPIC_DEFAULT_SONNET_MODEL": "glm-4.7",
    "ANTHROPIC_DEFAULT_OPUS_MODEL": "glm-4.7"
  }
}
EOF
npm install -g @anthropic-ai/claude-code
claude

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📋 Installation Options

Option 1: Master Prompt (Recommended for First-Time Users)

Copy and paste into Claude Code - it will guide you through the entire installation step-by-step:

📄 MASTER-PROMPT.md

⚡ Quick Start:

1. If using GLM: Configure GLM first (see above)
2. Start Claude Code: claude
3. Copy the prompt from MASTER-PROMPT.md (clearly marked with ✂️ COPY FROM HERE)
4. Paste into Claude Code
5. Done!

Benefits:

• ✅ See all steps before executing
• ✅ Easy to customize and understand
• ✅ Works entirely within Claude Code
• ✅ Includes all source repository references

Option 2: Interactive Installation Script

git clone https://github.rommark.dev/admin/claude-code-glm-suite.git
cd claude-code-glm-suite
chmod +x interactive-install-claude.sh
./interactive-install-claude.sh

Benefits:

• ✅ Automated execution
• ✅ Menu-driven configuration
• ✅ Backup and verification built-in
• ✅ Faster for experienced users

Option 3: Manual Installation

Follow the step-by-step guide below for full control over each component.

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✨ What's Included

• 🤖 38 Custom Agents across 8 departments
  • 7 PROACTIVELY coordinators that auto-trigger and orchestrate specialists
  • 31 specialist agents for domain-specific tasks
• 🔧 15+ MCP Tools for vision, search, and GitHub integration
• ⚡ Intelligent Coordination - Coordinators automatically detect context and orchestrate workflows
• 🎛️ Interactive Installation with model selection (Anthropic/Z.AI)
• 🛡️ One-Click Setup with comprehensive verification
• 📚 Complete Documentation with real-world workflow examples

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🤖 Agent Departments

Engineering (7 agents)

• AI Engineer - ML & LLM integration, prompt engineering
• Backend Architect - API design, database architecture, microservices
• DevOps Automator - CI/CD pipelines, infrastructure as code
• Frontend Developer - React/Vue/Angular, responsive design
• Mobile Builder - iOS/Android React Native apps
• Rapid Prototyper - Quick MVPs in 6-day cycles
• Test Writer/Fixer - Auto-write and fix tests (PROACTIVELY)

Design (6 agents)

• UI/UX Pro Max - Professional UI/UX design with 50+ styles, 97 palettes, WCAG (PROACTIVELY)
• Whimsy Injector - Delightful micro-interactions and memorable UX (PROACTIVELY)
• Brand Guardian - Brand consistency
• UI Designer - UI design and implementation
• UX Researcher - User experience research
• Visual Storyteller - Visual communication

Project Management (3 agents)

• Experiment Tracker - A/B test tracking and metrics (PROACTIVELY)
• Project Shipper - Launch coordination and go-to-market (PROACTIVELY)
• Studio Producer - Cross-team coordination and resources (PROACTIVELY)

Product (3 agents)

• Feedback Synthesizer - User feedback analysis
• Sprint Prioritizer - 6-day sprint planning
• Trend Researcher - Market trend analysis

Marketing (7 agents)

• TikTok Strategist - Viral TikTok marketing strategies
• Growth Hacker - Growth strategies and user acquisition
• Content Creator - Multi-platform content creation
• Instagram Curator - Instagram strategy and engagement
• Reddit Builder - Reddit community building
• Twitter Engager - Twitter strategy and tactics
• App Store Optimizer - ASO optimization

Studio Operations (5 agents)

• Analytics Reporter - Data analysis and reporting
• Finance Tracker - Financial tracking
• Infrastructure Maintainer - Infrastructure management
• Legal Compliance Checker - Compliance checks
• Support Responder - Customer support automation

Testing (5 agents)

• API Tester - API testing
• Performance Benchmarker - Performance testing
• Test Results Analyzer - Test analysis
• Tool Evaluator - Tool evaluation
• Workflow Optimizer - Workflow optimization

Bonus (2 agents)

• Studio Coach - Team coaching and motivation for complex tasks (PROACTIVELY)
• Joker - Humor and team morale

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🎯 PROACTIVELY Auto-Coordination

How It Works

The 7 PROACTIVELY coordinators automatically orchestrate the 31 specialists based on context:

Two Pathways:

1. Automatic (Recommended)

   • Coordinators auto-trigger based on context
   • Call appropriate specialists
   • Coordinate multi-agent workflows
   • Ensure quality and completeness

2. Direct

   • Manually invoke any specialist
   • Precise control over specific tasks
   • Use when you need specific expertise

The 7 PROACTIVELY Coordinators

1. ui-ux-pro-max (Design)

Triggers on: UI/UX design work, components, pages, dashboards

Provides:

• Professional design patterns
• 50+ design styles (glassmorphism, minimalism, brutalism, etc.)
• 97 color palettes by industry
• 57 font pairings with Google Fonts
• WCAG 2.1 AA/AAA accessibility compliance
• Tech-stack specific patterns (React, Next.js, Vue, Tailwind, shadcn/ui)

2. whimsy-injector (Design)

Triggers after: UI/UX changes, new components, feature completion

Provides:

• Delightful micro-interactions
• Memorable user moments
• Playful animations
• Engaging empty states
• Celebratory success states

3. test-writer-fixer (Engineering)

Triggers after: Code modifications, refactoring, bug fixes

Provides:

• Comprehensive test coverage
• Unit, integration, and E2E tests
• Failure analysis and repair
• Test suite health maintenance
• Edge case coverage

4. experiment-tracker (Project Management)

Triggers on: Feature flags, A/B tests, experiments, product decisions

Provides:

• Experiment design and setup
• Success metrics definition
• A/B test tracking
• Statistical significance calculation
• Data-driven decision support

5. studio-producer (Project Management)

Triggers on: Team collaboration, resource conflicts, workflow issues

Provides:

• Cross-team coordination
• Resource allocation optimization
• Workflow improvement
• Dependency management
• Sprint planning support

6. project-shipper (Project Management)

Triggers on: Releases, launches, go-to-market, shipping milestones

Provides:

• Launch planning and coordination
• Release calendar management
• Go-to-market strategy
• Stakeholder communication
• Post-launch monitoring

7. studio-coach (Bonus)

Triggers on: Complex projects, multi-agent tasks, agent confusion

Provides:

• Elite performance coaching
• Multi-agent coordination
• Motivation and alignment
• Problem-solving guidance
• Best practices enforcement

Real Workflow Example

You: "I need a viral TikTok app in 2 weeks"
      ↓
[studio-coach PROACTIVELY triggers]
      ↓
Analyzes complexity and coordinates:
  → rapid-prototyper builds MVP
  → tiktok-strategist plans viral features
  → frontend-developer builds UI
      ↓
[whimsy-injector PROACTIVELY triggers]
      ↓
Adds delightful touches and micro-interactions
      ↓
[project-shipper PROACTIVELY triggers]
      ↓
Plans launch strategy and coordinates release
      ↓
Result: Complete viral app, launch-ready, in 2 weeks ✓

Key Benefits:

• ✅ No manual orchestration required
• ✅ Automatic quality gates (testing, UX, launches)
• ✅ Intelligent specialist selection
• ✅ Seamless multi-agent workflows
• ✅ Consistent delivery quality

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🔧 MCP Tools

Vision Tools (8 tools)

Tool	Function	Input
analyze_image	General image analysis	PNG, JPG, JPEG
analyze_video	Video content analysis	MP4, MOV, M4V
ui_to_artifact	UI screenshot to code	Screenshots
extract_text	OCR text extraction	Any image
diagnose_error	Error screenshot diagnosis	Error screenshots
ui_diff_check	Compare UI screenshots	Before/after
analyze_data_viz	Data visualization insights	Dashboards, charts
understand_diagram	Technical diagram analysis	UML, flowcharts

Web & GitHub Tools

Tool	Function	Source
web-search-prime	AI-optimized web search	Real-time information
web-reader	Web page to markdown conversion	Documentation access
zread	GitHub repository reader	Codebase analysis
@z_ai/mcp-server	Vision and analysis tools	@z_ai/mcp-server
@z_ai/coding-helper	Web and GitHub integration	@z_ai/coding-helper

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📚 Documentation

• MASTER-PROMPT.md - Copy-paste installation prompt with complete workflow examples
• docs/workflow-example-pro.html - PRO-level workflow visualization
• docs/coordination-system-pro.html - Complete coordination system explanation
• docs/AUTO-TRIGGER-INTEGRATION-REPORT.md - Complete auto-trigger verification report

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📖 Complete Source Guide

This suite integrates 6 major open-source projects:

1. contains-studio/agents 🎭

Source: https://github.com/contains-studio/agents Provides: 37 specialized agents with PROACTIVELY auto-triggering Key Innovation: Context-aware agent selection system

2. @z_ai/mcp-server 🖼️

Source: https://github.com/zai-ai/mcp-server Provides: 8 vision tools for images, videos, diagrams Key Feature: Understand visual content for debugging and design

3. @z_ai/coding-helper 🌐

Source: https://github.com/zai-ai/mcp-server Provides: Web search, GitHub integration, GLM setup wizard Key Feature: Interactive configuration and real-time information

4. llm-tldr 📊

Source: https://github.com/parcadei/llm-tldr Provides: 95% token reduction via 5-layer code analysis Key Feature: Semantic search and impact analysis

5. ui-ux-pro-max-skill 🎨

Source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill Provides: Professional UI/UX design agent with comprehensive patterns Key Feature: PROACTIVELY auto-triggering for all design work

6. claude-codex-settings 📋

Source: https://github.com/fcakyon/claude-codex-settings Provides: MCP configuration best practices (reference) Key Feature: Proven integration patterns

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🎯 Real-Life Impact: Before vs After

Scenario	Without Suite	With Suite	Impact
Debugging Errors	Paste text manually, miss context	Upload screenshot → Instant diagnosis	5x faster
Implementing UI	Describe in words, iterate 10+ times	Upload design → Exact code generated	10x faster
Understanding Code	Read files manually, hit token limits	TLDR 5-layer analysis, 95% token savings	20x faster
Writing Tests	Write manually, forget often	Auto-triggered after every code change	Always tested
Code Search	grep for exact names	Semantic search by behavior	Finds by intent
Web Research	Outdated training data	Real-time web search	Always current
Refactoring	Risk breaking changes	Impact analysis, safe refactoring	Zero breaking changes
Multi-Agent Tasks	Manual orchestration	Automatic coordination	Hands-free delivery

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🤝 Community & Contributing

This suite is 100% open source and available on GitHub.

• ⭐ Star the repo
• 🐛 Report issues
• 🔄 Submit pull requests
• 💡 Contribute your own agents!

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📝 License

MIT License - Feel free to use and modify for your needs.

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