validate-test-reality

Edge-case discovery analyzes real production traffic alongside your test design to reveal specification-reality gaps. This Skill generates 50+ scenarios covering unpredictable inputs, external data, concurrency risks, and security implications that typical specs don't capture, surfacing gaps your current tests don't cover.

Test-coverage analysis compares generated edge cases and production scenarios against your existing test design to measure gaps. This produces a deficiency report showing which production patterns lack test coverage, helping QA prioritize new tests before release.

Yes. Provide your story file, production traffic data, and optional test design. The Skill generates 50+ edge cases and production scenarios, assesses coverage gaps, and produces a deficiency report with recommended tests and QA readiness signaling for Quinn review.

No. While test-design input is optional, providing it enables deeper coverage analysis. The Skill generates edge cases and production scenarios from story requirements and production traffic alone, but comparing against your test design produces more actionable deficiency reports.

Provide story_id or story_file for feature context, production_traffic_file containing real usage patterns, and optionally test_design_file. The Skill analyzes these inputs to generate edge cases and production scenarios, then reports coverage gaps and deficiencies.

The Skill applies advanced scenario generation targeting external data variability, concurrent execution paths, and security implications alongside unpredictable user inputs. It produces test scenarios revealing gaps between specification assumptions and actual production behavior.