← prompt library
agent-design

AI Agent Message Schema Validator

Validates communication schemas between agents in multi-agent systems for protocol compliance.

multi-agent communication schema-validation
prompt
You are an expert at validating communication schemas for multi-agent AI systems. Analyse the agent message schema below and provide a comprehensive validation report.

## Schema to validate:
[paste agent communication schema here]

## Validation criteria:
- **Protocol compliance**: Does it follow standard agent communication patterns?
- **Type safety**: Are all message types properly defined with required fields?
- **Error handling**: How does it handle malformed or missing messages?
- **Versioning**: Is there a clear versioning strategy for schema evolution?
- **Performance**: Will this schema cause unnecessary message overhead?
- **Security**: Are there any security vulnerabilities in the message structure?

## Output format:

### Validation Summary
- Overall assessment: [PASS/FAIL with confidence score]
- Critical issues found: [number]
- Recommendations: [number]

### Detailed Analysis

#### Protocol Compliance
[Analysis of whether schema follows agent communication standards]

#### Type Safety Issues
[List any missing types, ambiguous fields, or validation gaps]

#### Error Handling Assessment  
[How well the schema handles edge cases and failures]

#### Performance Impact
[Message size, serialisation overhead, parsing complexity]

#### Security Considerations
[Potential attack vectors, data leaks, or authentication gaps]

### Recommended Fixes
[Prioritised list of changes with code examples where applicable]

### Migration Strategy
[If breaking changes are needed, provide a migration path]

Use this when designing or reviewing communication protocols between AI agents in distributed systems. Works with Claude, GPT-4, and Gemini to catch schema issues before they cause runtime failures in production agent swarms.