docs: update refactoring summary and mastery plan to reflect completion of all 11 atomic skills
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- Mark Phase 2 as completed with all 11/11 atomic skills created - Update skill counts: AITBC skills (6/6), OpenClaw skills (5/5) - Move aitbc-node-coordinator and aitbc-analytics-analyzer from remaining to completed - Update Phase 3 status from PLANNED to IN PROGRESS - Add Gitea-based node synchronization documentation (replaces SCP) - Clarify two-node architecture with same port (8006) on different I
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@@ -5,31 +5,31 @@
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### Inference Jobs
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```bash
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# Basic image generation
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./aitbc-cli ai-submit --wallet genesis-ops --type inference --prompt "Generate image of futuristic city" --payment 100
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./aitbc-cli ai job submit --wallet genesis-ops --type inference --prompt "Generate image of futuristic city" --payment 100
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# Text analysis
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./aitbc-cli ai-submit --wallet genesis-ops --type inference --prompt "Analyze sentiment of this text" --payment 50
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./aitbc-cli ai job submit --wallet genesis-ops --type inference --prompt "Analyze sentiment of this text" --payment 50
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# Code generation
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./aitbc-cli ai-submit --wallet genesis-ops --type inference --prompt "Generate Python function for data processing" --payment 75
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./aitbc-cli ai job submit --wallet genesis-ops --type inference --prompt "Generate Python function for data processing" --payment 75
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```
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### Training Jobs
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```bash
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# Model training
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./aitbc-cli ai-submit --wallet genesis-ops --type training --model "custom-model" --dataset "training_data.json" --payment 500
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./aitbc-cli ai job submit --wallet genesis-ops --type training --model "custom-model" --dataset "training_data.json" --payment 500
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# Fine-tuning
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./aitbc-cli ai-submit --wallet genesis-ops --type training --model "gpt-3.5-turbo" --dataset "fine_tune_data.json" --payment 300
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./aitbc-cli ai job submit --wallet genesis-ops --type training --model "gpt-3.5-turbo" --dataset "fine_tune_data.json" --payment 300
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```
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### Multimodal Jobs
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```bash
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# Image analysis
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./aitbc-cli ai-submit --wallet genesis-ops --type multimodal --prompt "Analyze this image" --image-path "/path/to/image.jpg" --payment 200
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./aitbc-cli ai job submit --wallet genesis-ops --type multimodal --prompt "Analyze this image" --image-path "/path/to/image.jpg" --payment 200
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# Audio processing
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./aitbc-cli ai-submit --wallet genesis-ops --type multimodal --prompt "Transcribe audio" --audio-path "/path/to/audio.wav" --payment 150
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./aitbc-cli ai job submit --wallet genesis-ops --type multimodal --prompt "Transcribe audio" --audio-path "/path/to/audio.wav" --payment 150
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```
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## Resource Allocation
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@@ -60,28 +60,28 @@
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### Creating AI Services
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```bash
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# Image generation service
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./aitbc-cli marketplace --action create --name "AI Image Generation" --type ai-inference --price 50 --wallet genesis-ops --description "Generate high-quality images from text prompts"
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./aitbc-cli market service create --name "AI Image Generation" --type ai-inference --price 50 --wallet genesis-ops --description "Generate high-quality images from text prompts"
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# Model training service
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./aitbc-cli marketplace --action create --name "Custom Model Training" --type ai-training --price 200 --wallet genesis-ops --description "Train custom models on your data"
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./aitbc-cli market service create --name "Custom Model Training" --type ai-training --price 200 --wallet genesis-ops --description "Train custom models on your data"
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# Data analysis service
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./aitbc-cli marketplace --action create --name "AI Data Analysis" --type ai-processing --price 75 --wallet genesis-ops --description "Analyze and process datasets with AI"
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./aitbc-cli market service create --name "AI Data Analysis" --type ai-processing --price 75 --wallet genesis-ops --description "Analyze and process datasets with AI"
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```
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### Marketplace Interaction
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```bash
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# List available services
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./aitbc-cli marketplace --action list
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./aitbc-cli market service list
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# Search for specific services
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./aitbc-cli marketplace --action search --query "image generation"
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./aitbc-cli market service search --query "image generation"
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# Bid on service
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./aitbc-cli marketplace --action bid --service-id "service_123" --amount 60 --wallet genesis-ops
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./aitbc-cli market order bid --service-id "service_123" --amount 60 --wallet genesis-ops
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# Execute purchased service
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./aitbc-cli marketplace --action execute --service-id "service_123" --job-data "prompt:Generate landscape image"
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./aitbc-cli market order execute --service-id "service_123" --job-data "prompt:Generate landscape image"
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```
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## Agent AI Workflows
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@@ -115,10 +115,10 @@
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### Multi-Node Job Submission
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```bash
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# Submit to specific node
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./aitbc-cli ai-submit --wallet genesis-ops --type inference --prompt "Generate image" --target-node "aitbc1" --payment 100
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./aitbc-cli ai job submit --wallet genesis-ops --type inference --prompt "Generate image" --target-node "aitbc1" --payment 100
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# Distribute training across nodes
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./aitbc-cli ai-submit --wallet genesis-ops --type training --model "distributed-model" --nodes "aitbc,aitbc1" --payment 500
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./aitbc-cli ai job submit --wallet genesis-ops --type training --model "distributed-model" --nodes "aitbc,aitbc1" --payment 500
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```
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### Cross-Node Resource Management
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@@ -127,7 +127,7 @@
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ssh aitbc1 'cd /opt/aitbc && source venv/bin/activate && ./aitbc-cli resource allocate --agent-id ai-agent --gpu 1 --memory 8192 --duration 3600'
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# Monitor multi-node AI status
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./aitbc-cli ai-status --multi-node
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./aitbc-cli ai job status --multi-node
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```
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## AI Economics and Pricing
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@@ -135,19 +135,19 @@ ssh aitbc1 'cd /opt/aitbc && source venv/bin/activate && ./aitbc-cli resource al
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### Job Cost Estimation
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```bash
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# Estimate inference job cost
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./aitbc-cli ai-estimate --type inference --prompt-length 100 --resolution 512
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./aitbc-cli ai estimate --type inference --prompt-length 100 --resolution 512
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# Estimate training job cost
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./aitbc-cli ai-estimate --type training --model-size "1B" --dataset-size "1GB" --epochs 10
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./aitbc-cli ai estimate --type training --model-size "1B" --dataset-size "1GB" --epochs 10
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```
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### Payment and Earnings
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```bash
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# Pay for AI job
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./aitbc-cli ai-pay --job-id "job_123" --wallet genesis-ops --amount 100
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./aitbc-cli ai payment pay --job-id "job_123" --wallet genesis-ops --amount 100
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# Check AI earnings
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./aitbc-cli ai-earnings --wallet genesis-ops --period "7d"
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./aitbc-cli ai payment earnings --wallet genesis-ops --period "7d"
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```
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## AI Monitoring and Analytics
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@@ -155,25 +155,25 @@ ssh aitbc1 'cd /opt/aitbc && source venv/bin/activate && ./aitbc-cli resource al
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### Job Monitoring
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```bash
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# Monitor specific job
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./aitbc-cli ai-status --job-id "job_123"
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./aitbc-cli ai job status --job-id "job_123"
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# Monitor all jobs
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./aitbc-cli ai-status --all
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./aitbc-cli ai job status --all
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# Job history
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./aitbc-cli ai-history --wallet genesis-ops --limit 10
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./aitbc-cli ai job history --wallet genesis-ops --limit 10
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```
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### Performance Metrics
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```bash
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# AI performance metrics
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./aitbc-cli ai-metrics --agent-id "ai-inference-worker" --period "1h"
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./aitbc-cli ai metrics --agent-id "ai-inference-worker" --period "1h"
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# Resource utilization
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./aitbc-cli resource utilization --type gpu --period "1h"
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# Job throughput
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./aitbc-cli ai-throughput --nodes "aitbc,aitbc1" --period "24h"
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./aitbc-cli ai metrics throughput --nodes "aitbc,aitbc1" --period "24h"
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```
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## AI Security and Compliance
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@@ -181,13 +181,13 @@ ssh aitbc1 'cd /opt/aitbc && source venv/bin/activate && ./aitbc-cli resource al
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### Secure AI Operations
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```bash
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# Secure job submission
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./aitbc-cli ai-submit --wallet genesis-ops --type inference --prompt "Generate image" --payment 100 --encrypt
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./aitbc-cli ai job submit --wallet genesis-ops --type inference --prompt "Generate image" --payment 100 --encrypt
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# Verify job integrity
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./aitbc-cli ai-verify --job-id "job_123"
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./aitbc-cli ai job verify --job-id "job_123"
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# AI job audit
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./aitbc-cli ai-audit --job-id "job_123"
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./aitbc-cli ai job audit --job-id "job_123"
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```
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### Compliance Features
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@@ -207,13 +207,13 @@ ssh aitbc1 'cd /opt/aitbc && source venv/bin/activate && ./aitbc-cli resource al
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### Debug Commands
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```bash
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# Check AI service status
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./aitbc-cli ai-service status
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./aitbc-cli ai service status
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# Debug resource allocation
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./aitbc-cli resource debug --agent-id "ai-agent"
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# Check wallet balance
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./aitbc-cli balance --name genesis-ops
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./aitbc-cli wallet balance --name genesis-ops
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# Verify network connectivity
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ping aitbc1
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