# 🚀 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

[![Agents](https://img.shields.io/badge/Agents-38+-purple)](agents/)
[![PROACTIVELY](https://img.shields.io/badge/PROACTIVELY_Agents-7-green)](#-proactively-auto-coordination)
[![MCP Tools](https://img.shields.io/badge/MCP_Tools-15+-blue)](#-mcp-tools)
[![License](https://img.shields.io/badge/License-MIT-green)](LICENSE)

---

## 📑 Table of Contents

1. [What's New](#whats-new-january-2026)
2. [Quick Start](#-quick-start)
3. [Important: Z.AI Configuration](#️-important-for-zai--glm-users)
4. [Installation Options](#-installation-options)
5. [What's Included](#️-whats-included)
6. [Agent Departments](#-agent-departments)
7. [PROACTIVELY Auto-Coordination](#-proactively-auto-coordination)
8. [Ralph CLI Integration](#-ralph-cli-integration-advanced)
9. [MCP Tools](#-mcp-tools)
10. [Documentation](#-documentation)
11. [Source Guide](#-complete-source-guide)
12. [Before vs After](#-real-life-impact-before-vs-after)
13. [Community](#-community--contributing)

---

## 🎯 What's New (January 2026)

### ✨ Latest Updates

═════════════════════════════════════════════════════════════════════

**📊 Agent Coordination System**
→ 7 PROACTIVELY coordinators automatically orchestrate 31 specialists
→ Context-aware triggering for seamless workflows
→ Automatic quality gates and multi-agent coordination

**🎨 ui-ux-pro-max Integration**
→ Professional UI/UX agent with 50+ styles, 97 palettes
→ WCAG 2.1 AA/AAA accessibility compliance
→ PROACTIVELY triggers on all design work

**📝 Enhanced Documentation**
→ MASTER-PROMPT.md with complete workflow examples
→ Proper markdown formatting and visual hierarchy
→ Real-world use cases and coordination patterns

**🔧 Complete Integration**
→ All 7 coordinators fully documented
→ Ralph CLI patterns integrated
→ Workflow examples and best practices

═════════════════════════════════════════════════════════════════════

### 🏗️ Architecture Overview

**38 Total Agents = 7 Coordinators + 31 Specialists**

```
┌─────────────────────────────────────────────────────────────┐
│                   AGENT COORDINATION SYSTEM                  │
├─────────────────────────────────────────────────────────────┤
│                                                              │
│  7 PROACTIVELY Coordinators (Auto-Trigger Based on Context) │
│  ┌──────────────────────────────────────────────────────┐  │
│  │ ui-ux-pro-max │ test-writer │ whimsy-injector        │  │
│  │ experiment     │ studio      │ project                │  │
│  │ -tracker       │ -producer   │ -shipper               │  │
│  │                │             │ studio-coach          │  │
│  └──────────────────────────────────────────────────────┘  │
│           │                   │                   │         │
│           ▼                   ▼                   ▼         │
│  ┌──────────────────────────────────────────────────────┐  │
│  │           31 Specialist Agents (Domain Experts)       │  │
│  │  Frontend │ Backend │ TikTok │ Growth │ AI │ UI │    │  │
│  └──────────────────────────────────────────────────────┘  │
│                                                              │
└─────────────────────────────────────────────────────────────┘
```

**How It Works:**

| Pathway | Description | Best For |
|---------|-------------|----------|
| **Automatic** | Coordinators auto-trigger → call specialists → coordinate workflow | Hands-free delivery |
| **Direct** | Manually invoke any specialist for precise control | Specific expertise |

**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 ✓
```

---

## 🚀 Quick Start

```bash
# 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
```

---

## ⚠️ 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:**

```bash
# 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):**

```bash
# 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
```

---

## 📋 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](MASTER-PROMPT.md)**

**⚡ Quick Start:**
→ If using GLM: Configure GLM first (see above)
→ Start Claude Code: `claude`
→ Copy the prompt from MASTER-PROMPT.md (clearly marked with ✂️ COPY FROM HERE)
→ Paste into Claude Code
→ 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

```bash
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

For users who want complete control over each component, follow these steps manually:

#### Prerequisites

**Required:**
→ Node.js 14+ and npm
→ Python 3 (optional, for some MCP tools)
→ Claude Code installed: `npm install -g @anthropic-ai/claude-code`

---

#### Step 1: Configure Claude Code

**For Anthropic Claude:**

```bash
mkdir -p ~/.claude
cat > ~/.claude/settings.json << 'EOF'
{
  "env": {
    "ANTHROPIC_AUTH_TOKEN": "sk-ant-your-api-key-here",
    "ANTHROPIC_BASE_URL": "https://api.anthropic.com"
  }
}
EOF
```

**For Z.AI / GLM (90% cheaper):**

```bash
npm install -g @z_ai/coding-helper
npx @z_ai/coding-helper init
# Follow the wizard to configure GLM
```

---

#### Step 2: Install Agents (38 agents with PROACTIVELY auto-triggering)

```bash
# Clone the agents repository
git clone https://github.com/contains-studio/agents.git /tmp/contains-studio-agents

# Copy all agents to Claude Code
mkdir -p ~/.claude/agents
cp -r /tmp/contains-studio-agents/agents/* ~/.claude/agents/

# Verify
find ~/.claude/agents -name "*.md" | wc -l
# Should show 39 files (38 agents + README)
```

---

#### Step 3: Install MCP Tools

```bash
# Install vision and analysis tools
npm install -g @z_ai/mcp-server

# Install web search and GitHub integration
npm install -g @z_ai/coding-helper

# Install TLDR for token-efficient code analysis
npm install -g llm-tldr

# Verify
npx @z_ai/mcp-server --help
npx @z_ai/coding-helper --help
tldr --help
```

---

#### Step 4: Install Skills (Optional Design Guidance)

```bash
# From the cloned repository
cd claude-code-glm-suite

# Install ui-ux-pro-max skill
mkdir -p ~/.claude/skills
cp -r skills/ui-ux-pro-max ~/.claude/skills/

# Make Python scripts executable
chmod +x ~/.claude/skills/ui-ux-pro-max/scripts/*.py

# Verify installation
ls -la ~/.claude/skills/ui-ux-pro-max/
```

**What this provides:**
→ `/ui-ux-pro-max` slash command for design guidance
→ Search 50+ design patterns (minimalism, glassmorphism, etc.)
→ Color schemes, typography pairs, component examples
→ WCAG 2.1 accessibility compliance

---

#### Step 5: Configure MCP Servers

```bash
cat > ~/.claude/settings.local.json << 'EOF'
{
  "mcpServers": {
    "zai-vision": {
      "command": "npx",
      "args": ["@z_ai/mcp-server"]
    },
    "zai-web": {
      "command": "npx",
      "args": ["@z_ai/coding-helper"]
    }
  }
}
EOF
```

---

#### Step 6: Install Ralph CLI (Advanced - Optional)

> **⚠️ Optional:** Ralph CLI provides autonomous agent looping with background execution. Skip if not needed.

```bash
# Install Ralph CLI
npm install -g @iannuttall/ralph

# Create auto-trigger hook
mkdir -p ~/.claude/hooks
cat > ~/.claude/hooks/ralph-auto-trigger.sh << 'EOF'
#!/bin/bash
# Ralph Auto-Trigger Hook - Background Spawning
# (Full script in MASTER-PROMPT.md Step 6)
CLAUDE_DIR="$HOME/.claude"
RALPH_PID_FILE="$CLAUDE_DIR/ralph.pid"
RALPH_LOG_FILE="$CLAUDE_DIR/ralph-output.log"
RALPH_LOCK_FILE="$CLAUDE_DIR/ralph.lock"
RALPH_AUTO_MODE="${RALPH_AUTO_MODE:-agents}"
RALPH_MAX_ITERATIONS="${RALPH_MAX_ITERATIONS:-50}"

# Read input
HOOK_INPUT=$(cat)
USER_PROMPT=$(echo "$HOOK_INPUT" | jq -r '.prompt // empty' 2>/dev/null || echo "")

# Check if already running
if [[ -f "$RALPH_LOCK_FILE" ]]; then
    LOCK_PID=$(cat "$RALPH_LOCK_FILE" 2>/dev/null || echo "")
    if [[ -n "$LOCK_PID" ]] && kill -0 "$LOCK_PID" 2>/dev/null; then
        exit 0
    else
        rm -f "$RALPH_LOCK_FILE" "$RALPH_PID_FILE"
    fi
fi

# Detect agent request
should_trigger=false
case "$RALPH_AUTO_MODE" in
    "always") should_trigger=true ;;
    "agents")
        if echo "$USER_PROMPT" | grep -qiE "build|create|implement|develop|fix|add|refactor|optimize|write|generate|delegate|autonomous"; then
            should_trigger=true
        fi
        ;;
esac

if [[ "$should_trigger" == true ]] && command -v ralph &> /dev/null; then
    mkdir -p "$CLAUDE_DIR"
    cat > "$CLAUDE_DIR/ralph-loop.local.md" << STATEEOF
# Ralph Loop State - Auto-Triggered
**User Request:** $USER_PROMPT
**Mode:** $RALPH_AUTO_MODE
STATEEOF

    touch "$RALPH_LOG_FILE"
    echo "[$(date -u +"%Y-%m-%d %H:%M:%S UTC")] Starting Ralph in background..." >> "$RALPH_LOG_FILE"
    nohup ralph build "$RALPH_MAX_ITERATIONS" >> "$RALPH_LOG_FILE" 2>&1 &
    RALPH_PID=$!
    echo "$RALPH_PID" > "$RALPH_PID_FILE"
    echo "$RALPH_PID" > "$RALPH_LOCK_FILE"
    echo "🔄 Ralph CLI auto-started in background (PID: $RALPH_PID)" >&2
fi
exit 0
EOF

chmod +x ~/.claude/hooks/ralph-auto-trigger.sh

# Configure hooks
cat > ~/.claude/hooks.json << 'EOF'
{
  "description": "User hooks for Ralph auto-trigger",
  "hooks": {
    "UserPromptSubmit": [
      {
        "type": "command",
        "command": "bash",
        "args": ["~/.claude/hooks/ralph-auto-trigger.sh", "{{userPrompt}}"]
      }
    ]
  }
}
EOF
```

**Configure Ralph environment:**

```bash
# Add to your shell profile (~/.bashrc or ~/.zshrc)
export RALPH_AUTO_MODE="agents"  # Options: agents, always, off
export RALPH_MAX_ITERATIONS="50"
```

---

#### Step 7: Verify Installation

```bash
# Check agents
find ~/.claude/agents -name "*.md" | wc -l
# Should show 39

# Check MCP tools
npx @z_ai/mcp-server --help
npx @z_ai/coding-helper --help

# Check Ralph (if installed)
ralph --version
ls -la ~/.claude/hooks/ralph-auto-trigger.sh

# Start Claude Code
claude
```

---

## ✨ 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

→ **🤖 Ralph CLI Integration** (Advanced) - Autonomous agent looping with background execution

→ **⚡ 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

---

## 🤖 Agent Departments

### Engineering (7 agents)

| Agent | Description |
|-------|-------------|
| **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)

| Agent | Description |
|-------|-------------|
| **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)

| Agent | Description |
|-------|-------------|
| **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)

| Agent | Description |
|-------|-------------|
| **Feedback Synthesizer** | User feedback analysis |
| **Sprint Prioritizer** | 6-day sprint planning |
| **Trend Researcher** | Market trend analysis |

---

### Marketing (7 agents)

| Agent | Description |
|-------|-------------|
| **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)

| Agent | Description |
|-------|-------------|
| **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)

| Agent | Description |
|-------|-------------|
| **API Tester** | API testing |
| **Performance Benchmarker** | Performance testing |
| **Test Results Analyzer** | Test analysis |
| **Tool Evaluator** | Tool evaluation |
| **Workflow Optimizer** | Workflow optimization |

---

### Bonus (2 agents)

| Agent | Description |
|-------|-------------|
| **Studio Coach** | Team coaching and motivation for complex tasks (PROACTIVELY) |
| **Joker** | Humor and team morale |

---

## 🎯 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

---

## 🤖 Ralph CLI Integration (Advanced)

**🔗 Source:** [@iannuttall/ralph](https://github.com/iannuttall/ralph)

> **⚠️ Advanced Feature:** Ralph CLI provides autonomous agent looping for complex, multi-hour development sessions. It's optional but powerful for "fire and forget" workflows.

### What Ralph CLI Does

**PROACTIVELY Agents** = Quick coordination (single interaction)
**Ralph CLI** = Autonomous looping (multi-iteration, background execution)

Ralph CLI runs in the **background** (non-blocking), allowing you to continue working in Claude Code while it autonomously completes complex tasks.

---

### How It Works

```
1. You request: "Build a TikTok app in 2 weeks"
      ↓
2. Hook detects agent request
      ↓
3. Hook spawns Ralph in BACKGROUND (non-blocking)
      ↓
4. Claude Code immediately continues ← You keep working!
      ↓
5. Ralph autonomously loops in background:
   - Iteration 1: rapid-prototyper builds MVP
   - Iteration 2: tiktok-strategist plans viral features
   - Iteration 3: frontend-developer builds UI
   - Continues until complete or max iterations reached
      ↓
6. Monitor Ralph: tail -f ~/.claude/ralph-output.log
```

---

### Key Features

| Feature | Description |
|---------|-------------|
| **Background Execution** | Runs as background process (NON-BLOCKING) |
| **Auto-Spawning** | Hook automatically starts Ralph when needed |
| **Process Tracking** | PID file for monitoring and control |
| **Lock Mechanism** | Prevents duplicate Ralph instances |
| **Real-time Logging** | Monitor progress: `tail -f ~/.claude/ralph-output.log` |
| **Persistent State** | State preserved in `~/.claude/ralph-loop.local.md` |

---

### Control Modes

```bash
# Mode 1: Auto-start only for agent requests (default)
export RALPH_AUTO_MODE="agents"

# Mode 2: Auto-start for everything
export RALPH_AUTO_MODE="always"

# Mode 3: Disable auto-start
export RALPH_AUTO_MODE="off"

# Set max iterations (default: 50)
export RALPH_MAX_ITERATIONS="100"
```

---

### Monitoring & Control

```bash
# Monitor Ralph's output in real-time
tail -f ~/.claude/ralph-output.log

# Check if Ralph is running
cat ~/.claude/ralph.pid

# Stop Ralph manually
kill $(cat ~/.claude/ralph.pid)
rm ~/.claude/ralph.lock

# View trigger history
cat ~/.claude/ralph-trigger.log
```

---

### Ralph vs PROACTIVELY Agents

| Feature | Ralph CLI (Background) | PROACTIVELY Agents |
|---------|------------------------|---------------------|
| **Execution** | Multi-loop, background | Single interaction |
| **Blocking** | NON-BLOCKING | Blocking (waits) |
| **State** | File + log | Context only |
| **Control** | Manual stop (PID) | Automatic completion |
| **Best For** | Large projects, overnight | Quick tasks, collaboration |

---

## 🔧 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](https://github.com/zai-ai/mcp-server) |
| `@z_ai/coding-helper` | Web and GitHub integration | [@z_ai/coding-helper](https://github.com/zai-ai/mcp-server) |

---

## 📚 Documentation

→ **[MASTER-PROMPT.md](MASTER-PROMPT.md)** - Copy-paste installation prompt with complete workflow examples

→ **[docs/workflow-example-pro.html](docs/workflow-example-pro.html)** - PRO-level workflow visualization

→ **[docs/coordination-system-pro.html](docs/coordination-system-pro.html)** - Complete coordination system explanation

→ **[docs/AUTO-TRIGGER-INTEGRATION-REPORT.md](docs/AUTO-TRIGGER-INTEGRATION-REPORT.md)** - Complete auto-trigger verification report

---

## 📖 Complete Source Guide

This suite integrates **7 major open-source projects**:

### 1. contains-studio/agents 🎭

**Source:** https://github.com/contains-studio/agents

**Provides:** 38 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

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### 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

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### 6. @iannuttall/ralph 🤖

**Source:** https://github.com/iannuttall/ralph

**Provides:** Autonomous agent looping with background execution

**Key Feature:** "Fire and forget" multi-iteration development

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### 7. 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](https://github.rommark.dev/admin/claude-code-glm-suite).

→ ⭐ 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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**Built for developers who ship.** 🚀