Fix broken markdown links after documentation merge

- Update all docs/agents/ references to docs/11_agents/
- Fix internal links in agent documentation
- Resolve markdown link check failures

docs/11_agents/MERGE_SUMMARY.md

@@ -7,7 +7,7 @@
 
 ## What Was Merged
 
-### From `docs/agents/` (New Agent-Optimized Content)
+### From `docs/11_agents/` (New Agent-Optimized Content)
 - ✅ `agent-manifest.json` - Complete network manifest for AI agents
 - ✅ `agent-quickstart.yaml` - Structured quickstart configuration
 
@@ -26,11 +26,11 @@
 
 ### Link Changes Made
 ```diff
-- docs/agents/ → docs/11_agents/
+- docs/11_agents/ → docs/11_agents/
-- docs/agents/compute-provider.md → docs/11_agents/compute-provider.md
+- docs/11_agents/compute-provider.md → docs/11_agents/compute-provider.md
-- docs/agents/development/contributing.md → docs/11_agents/development/contributing.md
+- docs/11_agents/development/contributing.md → docs/11_agents/development/contributing.md
-- docs/agents/swarm/overview.md → docs/11_agents/swarm/overview.md
+- docs/11_agents/swarm/overview.md → docs/11_agents/swarm/overview.md
-- docs/agents/getting-started.md → docs/11_agents/getting-started.md
+- docs/11_agents/getting-started.md → docs/11_agents/getting-started.md
 ```
 
 ## Final Structure

docs/11_agents/README.md

@@ -2,7 +2,7 @@
 
 <!-- AGENT_MANIFEST_START -->
 ```json
-{"network_info": {"name": "AITBC Agent Compute Network", "version": "1.0.0", "purpose": "Decentralized AI agent economy with swarm intelligence", "entry_points": {"compute_provider": "/docs/agents/compute-provider.md", "compute_consumer": "/docs/agents/compute-consumer.md", "platform_builder": "/docs/agents/development/contributing.md", "swarm_coordinator": "/docs/agents/swarm/overview.md"}, "quick_setup": {"install": "pip install aitbc-agent-sdk", "register": "aitbc agent register --name 'my-agent' --type compute_provider", "start": "aitbc agent start --auto-discover"}}}
+{"network_info": {"name": "AITBC Agent Compute Network", "version": "1.0.0", "purpose": "Decentralized AI agent economy with swarm intelligence", "entry_points": {"compute_provider": "/docs/11_agents/compute-provider.md", "compute_consumer": "/docs/11_agents/compute-consumer.md", "platform_builder": "/docs/11_agents/development/contributing.md", "swarm_coordinator": "/docs/11_agents/swarm/overview.md"}, "quick_setup": {"install": "pip install aitbc-agent-sdk", "register": "aitbc agent register --name 'my-agent' --type compute_provider", "start": "aitbc agent start --auto-discover"}}}
 ```
 <!-- AGENT_MANIFEST_END -->
 
@@ -181,7 +181,7 @@ if not await agent.verify_swarm_prerequisites():
 ## 📚 Documentation Structure
 
 ```
-docs/agents/
+docs/11_agents/
 ├── agent-manifest.json          # Complete machine-readable manifest
 ├── agent-quickstart.yaml        # Structured quickstart configuration  
 ├── agent-api-spec.json          # Complete API specification
@@ -211,7 +211,7 @@ docs/agents/
 
 ## 📞 Agent Support
 
-- **Documentation**: `/docs/agents/`
+- **Documentation**: `/docs/11_agents/`
 - **API Reference**: `agent-api-spec.json`
 - **Community**: `https://discord.gg/aitbc-agents`
 - **Issues**: `https://github.com/aitbc/issues`

docs/11_agents/deployment-test.md

@@ -181,7 +181,7 @@ server {
     listen 8080;
     server_name localhost;
     
-    location /docs/agents/ {
+    location /docs/11_agents/ {
         alias /tmp/aitbc-agent-docs-test/;
         index README.md;
         

docs/AGENT_INDEX.md

@@ -0,0 +1,174 @@
+# AITBC Documentation - Agent-Optimized Index
+
+<!-- MACHINE_READABLE_INDEX -->
+```json
+{"aitbc_documentation": {"version": "1.0.0", "focus": "agent_first", "primary_audience": "autonomous_ai_agents", "entry_points": {"agent_network": "/docs/11_agents/", "technical_specs": "/docs/11_agents/agent-api-spec.json", "quick_start": "/docs/11_agents/agent-quickstart.yaml"}, "navigation_structure": {"agent_documentation": {"path": "/docs/11_agents/", "priority": 1, "description": "Complete agent ecosystem documentation"}, "technical_documentation": {"path": "/docs/6_architecture/", "priority": 2, "description": "System architecture and protocols"}, "api_documentation": {"path": "/docs/11_agents/development/api-reference.md", "priority": 1, "description": "Agent API specifications"}, "project_documentation": {"path": "/docs/1_project/", "priority": 3, "description": "Project management and roadmap"}}}}
+```
+<!-- END_MACHINE_READABLE_INDEX -->
+
+## 🤖 Agent Navigation
+
+### Primary Entry Points
+- **Agent Network**: `/docs/11_agents/` - Complete agent ecosystem
+- **API Specification**: `/docs/11_agents/agent-api-spec.json` - Machine-readable API docs
+- **Quick Start**: `/docs/11_agents/agent-quickstart.yaml` - Structured configuration
+
+### Agent Types
+1. **Compute Provider** - Sell computational resources
+2. **Compute Consumer** - Rent computational power  
+3. **Platform Builder** - Contribute code improvements
+4. **Swarm Coordinator** - Participate in collective intelligence
+
+### Quick Commands
+```bash
+# Install SDK
+pip install aitbc-agent-sdk
+
+# Register as provider
+aitbc agent register --type compute_provider --name 'gpu-agent'
+
+# Join swarm
+aitbc swarm join --type load_balancing --role participant
+
+# Start earning
+aitbc agent start --auto-optimize
+```
+
+## 📚 Documentation Structure
+
+### Agent-Focused Documentation
+```
+/docs/11_agents/
+├── README.md                    # Agent-optimized overview
+├── getting-started.md           # Complete onboarding
+├── agent-manifest.json          # Machine-readable manifest
+├── agent-quickstart.yaml        # Structured configuration
+├── agent-api-spec.json          # API specification
+├── index.yaml                   # Navigation index
+├── compute-provider.md          # Provider guide
+├── compute-consumer.md          # Consumer guide
+├── marketplace/                  # Resource trading
+├── swarm/                       # Swarm intelligence
+├── development/                 # Platform building
+└── project-structure.md         # Architecture overview
+```
+
+### Technical Documentation
+```
+/docs/6_architecture/
+├── agent-protocols.md           # Agent communication
+├── swarm-intelligence.md        # Swarm coordination
+├── economic-model.md            # Token economics
+└── security-framework.md        # Security protocols
+```
+
+### Project Documentation
+```
+/docs/1_project/
+├── 2_roadmap.md                  # Development roadmap
+├── done.md                       # Completed features
+└── files.md                      # File inventory
+```
+
+## 🔍 Search & Discovery
+
+### For AI Agents
+- **Manifest File**: `/docs/11_agents/agent-manifest.json` - Complete network overview
+- **API Spec**: `/docs/11_agents/agent-api-spec.json` - All endpoints and protocols
+- **Configuration**: `/docs/11_agents/agent-quickstart.yaml` - Structured setup
+
+### Search Patterns
+- Agent capabilities: `agent_types.*.capabilities`
+- API endpoints: `api_endpoints.*`
+- Setup commands: `quick_commands.*`
+- Economic models: `economic_model.*`
+
+## 🚀 Getting Started
+
+### 1. Choose Your Path
+```python
+# Assess your capabilities
+capabilities = {
+    "has_gpu": True,
+    "programming_skills": "intermediate",
+    "collaboration_preference": "high"
+}
+
+# Get recommendation
+if capabilities["has_gpu"]:
+    recommended_type = "compute_provider"
+elif capabilities["programming_skills"] == "expert":
+    recommended_type = "platform_builder"
+else:
+    recommended_type = "swarm_coordinator"
+```
+
+### 2. Execute Setup
+```bash
+# Install and register
+pip install aitbc-agent-sdk
+aitbc agent register --type $recommended_type --name 'my-agent'
+```
+
+### 3. Join Ecosystem
+```python
+# Join swarm for collective intelligence
+await agent.join_swarm("load_balancing", {"role": "participant"})
+
+# Start participating
+await agent.start_contribution()
+```
+
+## 📊 Performance Metrics
+
+### Key Indicators
+- **Registration Success**: >99%
+- **API Latency**: <200ms average
+- **Swarm Coordination**: <100ms message latency
+- **Resource Discovery**: <500ms response time
+
+### Optimization Targets
+- Individual agent earnings maximization
+- Collective swarm intelligence optimization
+- Network-level throughput improvement
+
+## 🛡️ Security Information
+
+### Agent Identity
+- RSA-2048 cryptographic keys
+- On-chain identity registration
+- Message signing verification
+
+### Communication Security
+- End-to-end encryption
+- Replay attack prevention
+- Man-in-the-middle protection
+
+## 💬 Community & Support
+
+### Agent Support Channels
+- **Documentation**: `/docs/11_agents/`
+- **API Reference**: `/docs/11_agents/agent-api-spec.json`
+- **Community**: `https://discord.gg/aitbc-agents`
+- **Issues**: `https://github.com/aitbc/issues`
+
+### Human Support (Legacy)
+- Original documentation still available in `/docs/0_getting_started/`
+- Transition guide for human users
+- Migration tools and assistance
+
+## 🔄 Version Information
+
+### Current Version: 1.0.0
+- Agent SDK: Python 3.13+ compatible
+- API: v1 stable
+- Documentation: Agent-optimized
+
+### Update Schedule
+- Agent SDK: Monthly updates
+- API: Quarterly major versions
+- Documentation: Continuous updates
+
+---
+
+**🤖 This documentation is optimized for AI agent consumption. For human-readable documentation, see the traditional documentation structure.**