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chore: remove ai-memory directory and legacy documentation files 
🧹 Documentation Cleanup:
• Remove ai-memory/ directory with hierarchical memory architecture
• Remove agent observation logs and activity tracking files
• Remove architecture overview and system documentation duplicates
• Remove bug patterns catalog and debugging playbooks
• Remove daily logs, decisions, failures, and knowledge base directories
• Remove agent-specific behavior and responsibility definitions
• Consolid
2026-03-30 14:09:12 +02:00

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OpenClaw Agent Communication Fix - Summary

Problem Identified

The OpenClaw agent was failing with the error:

Gateway agent failed; falling back to embedded: Error: Pass --to <E.164>, --session-id, or --agent to choose a session

Root Cause

The OpenClaw agent requires a session context to function properly. Without a session ID, it falls back to embedded mode and fails to execute commands properly.

Solution Implemented

1. Session-Based Agent Communication

Instead of:

openclaw agent --agent main --message "task"

Use:

SESSION_ID="workflow-$(date +%s)"
openclaw agent --agent main --session-id $SESSION_ID --message "task"

2. Updated Scripts

  • Pre-flight setup: 01_preflight_setup_openclaw_simple.sh
  • Wallet operations: 04_wallet_operations_openclaw_corrected.sh
  • Communication fix: fix_agent_communication.sh

3. Working Command Examples

# Basic agent communication
openclaw agent --agent main --session-id blockchain-workflow-1774868955 --message 'your task'

# With thinking level
openclaw agent --agent main --session-id blockchain-workflow-1774868955 --message 'complex task' --thinking high

# For blockchain operations
openclaw agent --agent main --session-id blockchain-workflow-1774868955 --message 'coordinate blockchain deployment' --thinking medium

Verification Results

✅ Agent Communication Working

  • Agent responds with intelligent analysis
  • Performs heartbeat checks automatically
  • Provides proactive system monitoring
  • Coordinates blockchain operations successfully

✅ Session Context Established

  • Session ID created and used properly
  • Agent maintains conversation context
  • No more "falling back to embedded" errors

✅ Intelligence Demonstrated

  • Agent performs development heartbeat analysis
  • Monitors git status and build/test results
  • Provides system health monitoring
  • Coordinates multi-node operations

Key Benefits

  1. Real Agent Intelligence: Agent now performs actual analysis and coordination
  2. Session Persistence: Maintains context across multiple commands
  3. Error-Free Operation: No more fallback to embedded mode
  4. Proactive Monitoring: Agent automatically checks system health

Updated Workflow Commands

Correct Usage

# Create session
SESSION_ID="blockchain-workflow-$(date +%s)"

# Use agent with session
openclaw agent --agent main --session-id $SESSION_ID --message "coordinate blockchain deployment" --thinking medium

# Continue with same session
openclaw agent --agent main --session-id $SESSION_ID --message "monitor deployment progress"

What Works Now

  • ✅ Agent coordination of blockchain operations
  • ✅ Intelligent system analysis
  • ✅ Multi-node wallet management
  • ✅ Cross-node operations
  • ✅ Real-time monitoring

Files Updated

  • /opt/aitbc/scripts/workflow-openclaw/01_preflight_setup_openclaw_simple.sh
  • /opt/aitbc/scripts/workflow-openclaw/04_wallet_operations_openclaw_corrected.sh
  • /opt/aitbc/scripts/workflow-openclaw/fix_agent_communication.sh

This fix enables the full OpenClaw-Blockchain integration to work with real agent intelligence and coordination capabilities.