94 lines
3.7 KiB
Markdown
94 lines
3.7 KiB
Markdown
# Enhanced Agent Results Communication
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## Problem Identified
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The agents were only sending "Successfully transferred control back to supervisor" messages without providing meaningful analysis results from their work.
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## Root Cause
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The agent prompts were too brief and didn't explicitly instruct agents to:
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1. Summarize their findings after executing commands
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2. Provide structured analysis before transferring back to supervisor
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3. Include specific recommendations and insights
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## Solution Implemented
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### 1. Enhanced Agent Prompts
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Updated all agent prompts to include:
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- **Explicit task definitions** with required commands
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- **Structured analysis requirements** with specific sections
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- **Clear instructions** to provide comprehensive summaries
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- **Always provide analysis summary before completing task**
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### 2. Specific Improvements by Agent
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#### System Agents
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- **system_info_worker**: Now analyzes CPU, memory, disk, load, and top processes with structured summary
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- **service_inventory_worker**: Provides service categorization, failed services analysis, security-relevant services
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#### Service Agents
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- **nginx_analyzer**: Comprehensive config validation, log analysis, specific 502/503/504 error troubleshooting
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- **mariadb_analyzer**: Database status, configuration assessment, log analysis, performance indicators
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- **phpfpm_analyzer**: Process analysis, memory limits, timeout configuration, socket connectivity
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#### Network Agents
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- **network_diag**: Connectivity testing, DNS analysis, port scanning with adaptive commands
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- **cert_checker**: Certificate discovery, expiration monitoring, validation with 30-day alerts
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#### Analysis Agents
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- **risk_scorer**: Structured risk assessment with CRITICAL/HIGH/MEDIUM/LOW levels and prioritized recommendations
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- **remediation_worker**: Safe remediation plans with dry-run commands and confirmation protocols
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- **harmonizer_worker**: Security hardening assessment with best-practice implementation
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### 3. Enhanced Supervisor Coordination
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Updated supervisor prompt to:
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- Better utilize agent expertise
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- Synthesize findings from multiple agents
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- Provide strategic insights beyond delegation
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## Expected Behavior Change
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### Before:
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```
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STEP 2: SYSTEM_INFO_WORKER
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Successfully transferred control back to supervisor
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STEP 3: SERVICE_INVENTORY_WORKER
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Successfully transferred control back to supervisor
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STEP 4: SUPERVISOR
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Generic response not based on actual findings
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```
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### After:
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```
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STEP 2: SYSTEM_INFO_WORKER
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📊 ANALYSIS SUMMARY:
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- CPU: Intel i7, load average 0.8, 1.2, 1.5
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- Memory: 8GB total, 6.2GB used (78% utilization)
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- Disk: Root partition 85% full - WARNING LEVEL
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- Top processes: nginx (2.1GB), mysql (1.8GB)
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- Recommendation: Monitor disk space, investigate memory usage
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STEP 3: SERVICE_INVENTORY_WORKER
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📋 SERVICE ANALYSIS:
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- 47 services running (normal range)
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- Critical services: ✅ nginx, ✅ mysql, ❌ php-fpm (failed)
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- Failed services: php8.1-fpm.service
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- Security services: ✅ ssh, ✅ ufw
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- Recommendation: Investigate php-fpm failure for potential 502 errors
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STEP 4: SUPERVISOR
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Based on system analysis showing high memory usage and service inventory
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revealing php-fpm failure, this explains your 502 errors...
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```
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## Files Modified
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- `agents/system_agents.py` - Enhanced system monitoring agents
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- `agents/service_agents.py` - Enhanced service-specific agents
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- `agents/network_agents.py` - Enhanced network and security agents
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- `agents/analysis_agents.py` - Enhanced analysis and remediation agents
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- `config.py` - Enhanced supervisor prompt and coordination strategy
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## Result
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Agents now provide meaningful, structured analysis that the supervisor can synthesize into comprehensive, actionable responses instead of generic outputs.
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