What problem does it solve?
This Skill helps engineers quickly diagnose, categorize, and remediate end-to-end test failures so teams can restore reliable CI confidence without making unauthorized changes to application behavior or APIs.
Core Features & Use Cases
- Failure Taxonomy: Classify failures as flaky, outdated, bug, or unverified to drive the correct remediation path.
- Prescriptive Fix Rules: Recommend non-invasive fixes for flakiness (better waits, resilient selectors), guidance to update stale tests, and strict rules for bug fixes that require spec citation and unit tests.
- Workflow Guidance: Discover test configuration, run tests, parse failures, prioritize flaky fixes first, then outdated, then bugs, and produce a reproducible remediation report.
- Use Case: Triage a failing Playwright suite in CI, identify intermittent timeouts as flaky, update selectors for a redesigned header as outdated, and prepare a spec-backed bug fix with unit tests for validation.
Quick Start
Run the e2e skill to analyze failing end-to-end tests, classify each failure as flaky, outdated, bug, or unverified, and produce prioritized, non-invasive fix recommendations while enforcing spec-backed code changes when required.