Multi-Agent E2E Validation

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

Overview

Prescriptive workflow for spawning parallel validation agents to comprehensively test database refactors. Successfully identified 5 critical bugs (100% system failure rate) in QuestDB migration that would have shipped in production.

When to Use This Skill

Use this skill when:

• Database refactors (e.g., v3.x file-based → v4.x QuestDB)
• Schema migrations requiring validation
• Bulk data ingestion pipeline testing
• System migrations with multiple validation layers
• Pre-release validation for database-centric systems

Key outcomes: