Apply QA Fixes

Systematically consume QA quality gate outputs and apply prioritized fixes for issues identified during quality review.

Purpose

After Quinn's quality review creates a quality gate with CONCERNS or FAIL status, this skill enables James to systematically consume the findings and apply fixes in a deterministic, prioritized manner.

Core Principles:

• Deterministic prioritization - Always same priority order (high severity → NFR failures → coverage gaps)
• Minimal changes - Fix exactly what's in the gate, don't over-engineer
• Validation loop - Always run tests after fixes, iterate until clean
• Observability - Track all fixes applied, tests added, coverage improvement

Integration:

• Input: Quality gate YAML + assessment reports from Quinn
• Processing: Parse findings → Build fix plan → Apply fixes → Validate
• Output: Fixed code + updated task file + telemetry