# Enhanced Agent Results Communication

## Problem Identified
The agents were only sending "Successfully transferred control back to supervisor" messages without providing meaningful analysis results from their work.

## Root Cause
The agent prompts were too brief and didn't explicitly instruct agents to:
1. Summarize their findings after executing commands
2. Provide structured analysis before transferring back to supervisor
3. Include specific recommendations and insights

## Solution Implemented

### 1. Enhanced Agent Prompts
Updated all agent prompts to include:

- **Explicit task definitions** with required commands
- **Structured analysis requirements** with specific sections
- **Clear instructions** to provide comprehensive summaries
- **Always provide analysis summary before completing task**

### 2. Specific Improvements by Agent

#### System Agents
- **system_info_worker**: Now analyzes CPU, memory, disk, load, and top processes with structured summary
- **service_inventory_worker**: Provides service categorization, failed services analysis, security-relevant services

#### Service Agents  
- **nginx_analyzer**: Comprehensive config validation, log analysis, specific 502/503/504 error troubleshooting
- **mariadb_analyzer**: Database status, configuration assessment, log analysis, performance indicators
- **phpfpm_analyzer**: Process analysis, memory limits, timeout configuration, socket connectivity

#### Network Agents
- **network_diag**: Connectivity testing, DNS analysis, port scanning with adaptive commands
- **cert_checker**: Certificate discovery, expiration monitoring, validation with 30-day alerts

#### Analysis Agents
- **risk_scorer**: Structured risk assessment with CRITICAL/HIGH/MEDIUM/LOW levels and prioritized recommendations
- **remediation_worker**: Safe remediation plans with dry-run commands and confirmation protocols
- **harmonizer_worker**: Security hardening assessment with best-practice implementation

### 3. Enhanced Supervisor Coordination
Updated supervisor prompt to:
- Better utilize agent expertise
- Synthesize findings from multiple agents
- Provide strategic insights beyond delegation

## Expected Behavior Change

### Before:
```
STEP 2: SYSTEM_INFO_WORKER
Successfully transferred control back to supervisor

STEP 3: SERVICE_INVENTORY_WORKER  
Successfully transferred control back to supervisor

STEP 4: SUPERVISOR
Generic response not based on actual findings
```

### After:
```
STEP 2: SYSTEM_INFO_WORKER
📊 ANALYSIS SUMMARY:
- CPU: Intel i7, load average 0.8, 1.2, 1.5
- Memory: 8GB total, 6.2GB used (78% utilization)
- Disk: Root partition 85% full - WARNING LEVEL
- Top processes: nginx (2.1GB), mysql (1.8GB)
- Recommendation: Monitor disk space, investigate memory usage

STEP 3: SERVICE_INVENTORY_WORKER
📋 SERVICE ANALYSIS:
- 47 services running (normal range)
- Critical services: ✅ nginx, ✅ mysql, ❌ php-fpm (failed)
- Failed services: php8.1-fpm.service
- Security services: ✅ ssh, ✅ ufw
- Recommendation: Investigate php-fpm failure for potential 502 errors

STEP 4: SUPERVISOR  
Based on system analysis showing high memory usage and service inventory
revealing php-fpm failure, this explains your 502 errors...
```

## Files Modified
- `agents/system_agents.py` - Enhanced system monitoring agents
- `agents/service_agents.py` - Enhanced service-specific agents  
- `agents/network_agents.py` - Enhanced network and security agents
- `agents/analysis_agents.py` - Enhanced analysis and remediation agents
- `config.py` - Enhanced supervisor prompt and coordination strategy

## Result
Agents now provide meaningful, structured analysis that the supervisor can synthesize into comprehensive, actionable responses instead of generic outputs.