4a6548ca21
Add learning capture and skill update mechanism to AITBC training system: Phase 1 - Learning Capture Function: - Add capture_learnings() function to master_training_launcher.sh - Reads learnings JSON from stage scripts - Validates JSON structure - Calls hermes-tools skill-manage to update agent skills - Stage 1 creates skill, subsequent stages update it - Falls back to JSON-only if hermes-tools unavailable Phase 2 - Optional Skill Update Flag: - Add --with-skill-update CLI flag - Set ENABLE_SKILL_UPDATE global variable - Support flag combination with --stage and --complete - Default behavior: save learnings JSON without skill update Phase 3 - Integration: - Call capture_learnings() after certificate generation - Pass ENABLE_SKILL_UPDATE to control skill update behavior - Integrated into run_stage() function Phase 4 - Helper Function: - Add output_stage_learnings() to training_lib.sh - Accepts stage number, name, commands, pitfalls, key_paths, concepts - Creates structured JSON learnings file - Saves to .training_state/learnings_stageN.json Phase 5 - Stage Script Learning Output: - Add learning output to all stage scripts (0-9) - Each stage defines stage-specific learnings - Format: commands, pitfalls, key_paths, concepts - Called at successful stage completion This enables new agents on new AITBC nodes to automatically persist training knowledge via the hermes-tools skill management system.
AITBC - Advanced Intelligence Training Blockchain Consortium
Implemented Features
Blockchain Infrastructure
- Multi-chain support with chain isolation
- PoA consensus with configurable validators
- Adaptive sync with tiered batch sizing (10K+ blocks: 500-1000 batch)
- Hybrid block generation with skip empty blocks and 60s heartbeat
- Force sync for manual blockchain synchronization
- Chain export/import for backup and recovery
- State root computation and validation
- Gossip network with Redis backend
- NAT traversal with STUN-based public endpoint discovery
- Multi-node federation with independent islands and hub discovery
AI & Agent Systems
- Hermes agent communication with blockchain integration
- AI engine for autonomous agent operations
- Agent services including registry, compliance, protocols, and trading
- Agent daemon with systemd integration
- Cross-node agent messaging support
Marketplace & Exchange
- GPU marketplace for compute resources
- Exchange platform with cross-chain trading
- Trading engine for order matching
- Pool hub for resource pooling
- Marketplace-blockchain payment integration
CLI & Tools
- Unified CLI with 50+ command groups
- 100% test coverage for CLI commands
- Modular handler architecture for extensibility
- Bridge commands for blockchain event bridging
- Account management commands
Security & Monitoring
- JWT authentication with role-based access control
- Multi-sig wallets with time-lock support
- Prometheus metrics and alerting
- SLA tracking and compliance monitoring
- Encrypted keystores for secure key management
Testing & CI/CD
- Comprehensive test suite with 100% success rate
- Standardized venv caching with corruption detection
- Automated CI/CD with Gitea workflows
- Security scanning optimized for changed files
- Cross-node verification tests
Documentation
- Complete documentation with learning paths
- 10/10 quality score with standardized templates
- Master index for quick navigation
- Release notes with version history
Documentation
- Master Index - Complete catalog of all documentation files and directories
- Main Documentation - Project status, navigation guide, and learning paths
- Setup Instructions - Installation and configuration guide