From d236587c9f10040c3261c32f59d9083108cfe0c6 Mon Sep 17 00:00:00 2001
From: aitbc <aitbc-agent@keisanki.net>
Date: Mon, 30 Mar 2026 16:14:12 +0200
Subject: [PATCH] feat: create OpenClaw agent workflow for Ollama GPU provider
 testing
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OpenClaw Ollama GPU Provider Test Workflow Features:
🤖 Multi-Agent Architecture
- Test Coordinator Agent: Orchestrates complete workflow
- Client Agent: Simulates AI job submission and payments
- Miner Agent: Monitors GPU processing and earnings
- Blockchain Agent: Verifies transaction recording

🔄 Complete Test Automation
- Environment validation and service health checks
- Wallet setup and funding automation
- GPU job submission and monitoring
- Payment processing and receipt validation
- Blockchain transaction verification
- Final balance reconciliation

📊 Intelligent Testing
- Session-based agent coordination
- Adaptive error handling and recovery
- Performance monitoring and metrics collection
- Comprehensive test reporting
- Blockchain recording of results

🎯 OpenClaw Integration Benefits
- Intelligent error handling vs manual troubleshooting
- Adaptive testing based on system state
- Cross-agent communication and coordination
- Permanent blockchain recording of test results
- Automated recovery procedures

Workflow Phases:
1. Environment Validation (service health checks)
2. Wallet Setup (test wallet creation and funding)
3. Service Health Verification (comprehensive checks)
4. GPU Test Execution (job submission and monitoring)
5. Payment Processing (receipt validation)
6. Blockchain Verification (transaction confirmation)
7. Final Balance Verification (wallet reconciliation)
8. Test Completion (comprehensive reporting)

Agent Templates:
- Test Coordinator: Orchestration and validation
- Client Agent: Wallet management and job submission
- Miner Agent: Resource monitoring and earnings tracking
- Blockchain Agent: Transaction verification and confirmation

Expected Results:
- Complete end-to-end GPU job processing
- Accurate payment processing and pricing
- Blockchain transaction recording
- Wallet balance updates
- Comprehensive test report with metrics

Integration:
- Transforms manual test_ollama_blockchain.py to intelligent agent workflow
- Session-based coordination across multiple agents
- Error handling and recovery automation
- Performance monitoring and optimization

Files:
- New: ollama-gpu-test-openclaw.md (complete agent workflow)
- Preserved: ollama-gpu-test.md (original manual workflow)
- Added: Agent templates and configuration examples
- Added: Automation script for complete test execution

Next Steps:
Ready to execute OpenClaw GPU testing workflow
Can be run with: ./ollama_gpu_test_openclaw.sh
Provides intelligent, automated testing with blockchain recording
---
 .../workflows/ollama-gpu-test-openclaw.md     | 432 ++++++++++++++++++
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+---
+description: OpenClaw agent workflow for complete Ollama GPU provider testing from client submission to blockchain recording
+title: OpenClaw Ollama GPU Provider Test Workflow
+version: 1.0
+---
+
+# OpenClaw Ollama GPU Provider Test Workflow
+
+This OpenClaw agent workflow executes the complete end-to-end test for Ollama GPU inference jobs, including payment processing and blockchain transaction recording.
+
+## Prerequisites
+
+- OpenClaw 2026.3.24+ installed and gateway running
+- All services running: coordinator, GPU miner, Ollama, blockchain node
+- Home directory wallets configured
+- Enhanced CLI with multi-wallet support
+
+## Agent Roles
+
+### Test Coordinator Agent
+**Purpose**: Orchestrate the complete Ollama GPU test workflow
+- Coordinate test execution across all services
+- Monitor progress and validate results
+- Handle error conditions and retry logic
+
+### Client Agent  
+**Purpose**: Simulate client submitting AI inference jobs
+- Create and manage test wallets
+- Submit inference requests to coordinator
+- Monitor job progress and results
+
+### Miner Agent
+**Purpose**: Simulate GPU provider processing jobs
+- Monitor GPU miner service status
+- Track job processing and resource utilization
+- Validate receipt generation and pricing
+
+### Blockchain Agent
+**Purpose**: Verify blockchain transaction recording
+- Monitor blockchain for payment transactions
+- Validate transaction confirmations
+- Check wallet balance updates
+
+## OpenClaw Agent Workflow
+
+### Phase 1: Environment Validation
+
+```bash
+# Initialize test coordinator
+SESSION_ID="ollama-test-$(date +%s)"
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Initialize Ollama GPU provider test workflow. Validate all services and dependencies." \
+    --thinking high
+
+# Agent performs environment checks
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Execute environment validation: check coordinator API, Ollama service, GPU miner, blockchain node health" \
+    --thinking medium
+```
+
+### Phase 2: Wallet Setup
+
+```bash
+# Initialize client agent
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Initialize as client agent. Create test wallets and configure for AI job submission." \
+    --thinking medium
+
+# Agent creates test wallets
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Create test wallets: test-client and test-miner. Switch to client wallet and verify balance." \
+    --thinking medium \
+    --parameters "wallet_type:simple,backup_enabled:true"
+
+# Initialize miner agent
+openclaw agent --agent miner-agent --session-id $SESSION_ID \
+    --message "Initialize as miner agent. Verify miner wallet and GPU resource availability." \
+    --thinking medium
+```
+
+### Phase 3: Service Health Verification
+
+```bash
+# Coordinator agent checks all services
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Perform comprehensive service health check: coordinator API, Ollama GPU service, GPU miner service, blockchain RPC" \
+    --thinking high \
+    --parameters "timeout:30,retry_count:3"
+
+# Agent reports service status
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Report service health status and readiness for GPU testing" \
+    --thinking medium
+```
+
+### Phase 4: GPU Test Execution
+
+```bash
+# Client agent submits inference job
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Submit Ollama GPU inference job: 'What is the capital of France?' using llama3.2:latest model" \
+    --thinking high \
+    --parameters "prompt:What is the capital of France?,model:llama3.2:latest,payment:10"
+
+# Agent monitors job progress
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Monitor job progress through states: QUEUED → RUNNING → COMPLETED" \
+    --thinking medium \
+    --parameters "polling_interval:5,timeout:300"
+
+# Agent validates job results
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Validate job result: 'The capital of France is Paris.' Check accuracy and completeness" \
+    --thinking medium
+```
+
+### Phase 5: Payment Processing
+
+```bash
+# Client agent handles payment processing
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Process payment for completed GPU job: verify receipt information, pricing, and total cost" \
+    --thinking high \
+    --parameters "validate_receipt:true,check_pricing:true"
+
+# Agent reports payment details
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Report payment details: receipt ID, provider, GPU seconds, unit price, total cost" \
+    --thinking medium
+```
+
+### Phase 6: Blockchain Verification
+
+```bash
+# Blockchain agent verifies transaction recording
+openclaw agent --agent blockchain-agent --session-id $SESSION_ID \
+    --message "Verify blockchain transaction recording: check for payment transaction, validate confirmation, track block inclusion" \
+    --thinking high \
+    --parameters "confirmations:1,timeout:60"
+
+# Agent reports blockchain status
+openclaw agent --agent blockchain-agent --session-id $SESSION_ID \
+    --message "Report blockchain verification results: transaction hash, block height, confirmation status" \
+    --thinking medium
+```
+
+### Phase 7: Final Balance Verification
+
+```bash
+# Client agent checks final wallet balances
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Verify final wallet balances after transaction: compare initial vs final balances" \
+    --thinking medium
+
+# Miner agent checks earnings
+openclaw agent --agent miner-agent --session-id $SESSION_ID \
+    --message "Verify miner earnings: check wallet balance increase from GPU job payment" \
+    --thinking medium
+```
+
+### Phase 8: Test Completion
+
+```bash
+# Coordinator agent generates final report
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Generate comprehensive test completion report: all phases status, results, wallet changes, blockchain verification" \
+    --thinking xhigh \
+    --parameters "include_metrics:true,include_logs:true,format:comprehensive"
+
+# Agent posts results to coordination topic
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Post test results to blockchain coordination topic for permanent recording" \
+    --thinking high
+```
+
+## OpenClaw Agent Templates
+
+### Test Coordinator Agent Template
+
+```json
+{
+  "name": "Ollama Test Coordinator",
+  "type": "test-coordinator",
+  "description": "Coordinates complete Ollama GPU provider test workflow",
+  "capabilities": ["orchestration", "monitoring", "validation", "reporting"],
+  "configuration": {
+    "timeout": 300,
+    "retry_count": 3,
+    "validation_strict": true
+  }
+}
+```
+
+### Client Agent Template
+
+```json
+{
+  "name": "AI Test Client",
+  "type": "client-agent", 
+  "description": "Simulates client submitting AI inference jobs",
+  "capabilities": ["wallet_management", "job_submission", "payment_processing"],
+  "configuration": {
+    "default_model": "llama3.2:latest",
+    "default_payment": 10,
+    "wallet_type": "simple"
+  }
+}
+```
+
+### Miner Agent Template
+
+```json
+{
+  "name": "GPU Test Miner",
+  "type": "miner-agent",
+  "description": "Monitors GPU provider and validates job processing",
+  "capabilities": ["resource_monitoring", "receipt_validation", "earnings_tracking"],
+  "configuration": {
+    "monitoring_interval": 10,
+    "gpu_utilization_threshold": 0.8
+  }
+}
+```
+
+### Blockchain Agent Template
+
+```json
+{
+  "name": "Blockchain Verifier",
+  "type": "blockchain-agent",
+  "description": "Verifies blockchain transactions and confirmations",
+  "capabilities": ["transaction_monitoring", "balance_tracking", "confirmation_verification"],
+  "configuration": {
+    "confirmations_required": 1,
+    "monitoring_interval": 15
+  }
+}
+```
+
+## Expected Test Results
+
+### Success Indicators
+
+```bash
+✅ Environment Check: All services healthy
+✅ Wallet Setup: Test wallets created and funded
+✅ Service Health: Coordinator, Ollama, GPU miner, blockchain operational
+✅ GPU Test: Job submitted and completed successfully
+✅ Payment Processing: Receipt generated and validated
+✅ Blockchain Recording: Transaction found and confirmed
+✅ Balance Verification: Wallet balances updated correctly
+```
+
+### Key Metrics
+
+```bash
+💰 Initial Wallet Balances:
+   Client: 9365.0 AITBC
+   Miner:  1525.0 AITBC
+
+📤 Job Submission:
+   Prompt: What is the capital of France?
+   Model: llama3.2:latest
+   Payment: 10 AITBC
+
+📊 Job Result:
+   Output: The capital of France is Paris.
+
+🧾 Payment Details:
+   Receipt ID: receipt_123
+   Provider: miner_dev_key_1
+   GPU Seconds: 45
+   Unit Price: 0.02 AITBC
+   Total Price: 0.9 AITBC
+
+⛓️ Blockchain Verification:
+   TX Hash: 0xabc123...
+   Block: 12345
+   Confirmations: 1
+
+💰 Final Wallet Balances:
+   Client: 9364.1 AITBC (-0.9 AITBC)
+   Miner:  1525.9 AITBC (+0.9 AITBC)
+```
+
+## Error Handling
+
+### Common Issues and Agent Responses
+
+```bash
+# Service Health Issues
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Service health check failed. Implementing recovery procedures: restart services, verify connectivity, check logs" \
+    --thinking high
+
+# Wallet Issues
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Wallet operation failed. Implementing wallet recovery: check keystore, verify permissions, recreate wallet if needed" \
+    --thinking high
+
+# GPU Issues
+openclaw agent --agent miner-agent --session-id $SESSION_ID \
+    --message "GPU processing failed. Implementing recovery: check GPU availability, restart Ollama, verify model availability" \
+    --thinking high
+
+# Blockchain Issues
+openclaw agent --agent blockchain-agent --session-id $SESSION_ID \
+    --message "Blockchain verification failed. Implementing recovery: check node sync, verify transaction pool, retry with different parameters" \
+    --thinking high
+```
+
+## Performance Monitoring
+
+### Agent Performance Metrics
+
+```bash
+# Monitor agent performance
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Report agent performance metrics: response time, success rate, error count, resource utilization" \
+    --thinking medium
+
+# System performance during test
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Monitor system performance during GPU test: CPU usage, memory usage, GPU utilization, network I/O" \
+    --thinking medium
+```
+
+## OpenClaw Integration
+
+### Session Management
+
+```bash
+# Create persistent session for entire test
+SESSION_ID="ollama-gpu-test-$(date +%s)"
+
+# Use session across all agents
+openclaw agent --agent test-coordinator --session-id $SESSION_ID --message "Initialize test" --thinking high
+openclaw agent --agent client-agent --session-id $SESSION_ID --message "Submit job" --thinking medium
+openclaw agent --agent miner-agent --session-id $SESSION_ID --message "Monitor GPU" --thinking medium
+openclaw agent --agent blockchain-agent --session-id $SESSION_ID --message "Verify blockchain" --thinking high
+```
+
+### Cross-Agent Communication
+
+```bash
+# Agents communicate through coordination topic
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Post coordination message: Test phase completed, next phase starting" \
+    --thinking medium
+
+# Other agents respond to coordination
+openclaw agent --agent client-agent --session-id $SESSION_ID \
+    --message "Acknowledge coordination: Ready for next phase" \
+    --thinking minimal
+```
+
+## Automation Script
+
+### Complete Test Automation
+
+```bash
+#!/bin/bash
+# ollama_gpu_test_openclaw.sh
+
+SESSION_ID="ollama-gpu-test-$(date +%s)"
+
+echo "Starting OpenClaw Ollama GPU Provider Test..."
+
+# Initialize coordinator
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Initialize complete Ollama GPU test workflow" \
+    --thinking high
+
+# Execute all phases automatically
+openclaw agent --agent test-coordinator --session-id $SESSION_ID \
+    --message "Execute complete test: environment check, wallet setup, service health, GPU test, payment processing, blockchain verification, final reporting" \
+    --thinking xhigh \
+    --parameters "auto_execute:true,timeout:600,report_format:comprehensive"
+
+echo "OpenClaw Ollama GPU test completed!"
+```
+
+## Integration with Existing Workflow
+
+### From Manual to Automated
+
+```bash
+# Manual workflow (original)
+cd /home/oib/windsurf/aitbc/home
+python3 test_ollama_blockchain.py
+
+# OpenClaw automated workflow
+./ollama_gpu_test_openclaw.sh
+```
+
+### Benefits of OpenClaw Integration
+
+- **Intelligent Error Handling**: Agents detect and recover from failures
+- **Adaptive Testing**: Agents adjust test parameters based on system state
+- **Comprehensive Reporting**: Agents generate detailed test reports
+- **Cross-Node Coordination**: Agents coordinate across multiple nodes
+- **Blockchain Recording**: Results permanently recorded on blockchain
+
+## Troubleshooting
+
+### Agent Communication Issues
+
+```bash
+# Check OpenClaw gateway status
+openclaw status --agent all
+
+# Test agent communication
+openclaw agent --agent test --message "ping" --thinking minimal
+
+# Check session context
+openclaw agent --agent test-coordinator --session-id $SESSION_ID --message "report status" --thinking medium
+```
+
+### Service Integration Issues
+
+```bash
+# Verify service endpoints
+curl -s http://localhost:11434/api/tags
+curl -s http://localhost:8006/health
+systemctl is-active aitbc-host-gpu-miner.service
+
+# Test CLI integration
+./aitbc-cli --help
+./aitbc-cli wallet info
+```
+
+This OpenClaw agent workflow transforms the manual Ollama GPU test into an intelligent, automated, and blockchain-recorded testing process with comprehensive error handling and reporting capabilities.